PyBaMMAI
Built from the PyBaMM docs and papers that use PyBaMM · not a researcher
64 of 429papers that cite PyBaMM and use it are read in full
PyBaMM answers from 287 pages of the PyBaMM docs (user guide, example notebooks, API reference) and from the full-text papers: open-access papers that cite PyBaMM and name it at least twice outside their references. Papers that cite it only in passing aren't listed. The other 365 cite PyBaMM but had no open-access copy, so it knows only their titles and can't tell whether they use it. Know a free copy of one? Help us add it.
Bibliography
Open-access papers. PyBaMM searches these page by page and cites them.
2026
- Real-time physics-aware battery health monitoring from partial charging profiles via physics-informed neural networkseTransportation
- A Study of Python Programming in Mathematical Modeling and ComputationRecent Research Reviews Journal
- Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter EstimationACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
- Degradation as Internal Reservoir Depletion: Lifetime-Aware Lithium-Ion Cell DesignJournal of The Electrochemical Society
- DiffLiB: high-fidelity differentiable modeling of lithium-ion batteries and efficient gradient-based parameter identificationStructural and Multidisciplinary Optimization
- Feedback, physics, and forecasts: The emerging paradigm of machine learning-driven battery researchMRS Energy & Sustainability
- Measuring and modelling nonstationary impedance in Li-ion batteriesIEEE Conference on Control Technology and Applications (CCTA)
- PINEAPPLE: Physics-informed neuro-evolution algorithm for prognostic parameter inference in lithium-ion battery electrodesJournal of Energy Storage
- Scaling and Analytical Approximation of Porous Electrode Theory for Reaction-limited BatteriesJournal of The Electrochemical Society
- Time-dependent global sensitivity analysis of the Doyle–Fuller–Newman modelJournal of Energy Storage
2025
- Physics‐Based Inverse Modeling of Battery Degradation with Bayesian MethodsChemSusChem
- Physics-Based Battery Model Parametrisation from Impedance DataJournal of The Electrochemical Society
- PyBOP: A Python package for battery model optimisation and parameterisationThe Journal of Open Source Software
- Transport limitations in single-crystal NCM cathode electrodesJournal of Power Sources
- A salt-free medium facilitating electrode prelithiation towards fast-charging and high-energy lithium-ion batteriesNature Communications
- Battery intelligent temperature warning model with physically-informed attention residual networksApplied Energy
- COBRAPRO: A MATLAB toolbox for Physics-based Battery Modeling and Co-simulation Parameter OptimizationThe Journal of Open Source Software
- Impact of particle size distribution on the behaviour of lithium-ion batteries under dynamic operationMonatshefte für Chemie - Chemical Monthly
- Lifelong Reinforcement Learning for Health-Aware Fast Charging of Lithium-Ion BatteriesIEEE Transactions on Transportation Electrification
- Lithium-ion battery ageing modeling: Towards physically consistent implementations of SEI growth, Lithium plating, and Cathode oxidationJournal of Power Sources
- Mechanical stresses in pouch cells: a reduced-order modelJournal of Engineering Mathematics
- Onsite Estimation of Battery Electrochemical Parameters via Transfer Learning-Based Physics-Informed Neural Network ApproachIEEE Transactions on Industrial Informatics
- Physics-informed operator learning for real-time battery state estimationApplied Energy
- Prediction of Microstructural Representativity From A Single ImageAdvanced Science
- PyProBE: Python Processing for Battery ExperimentsThe Journal of Open Source Software
- Transfer Learning Assisted XgBoost For Adaptable Cyberattack Detection In Battery PacksIFAC-PapersOnLine
2024
- Extending a Multiphysics Li-Ion Battery Model from Normal Operation to Short Circuit and VentingJournal of The Electrochemical Society
- A million cycles in a day: Enabling high-throughput computing of lithium-ion battery degradation with physics-based modelsJournal of Power Sources
- A digital twin for advancing battery fast charging based on a Bayesian optimization-based methodJournal of Energy Storage
- Adaptive safe reinforcement learning‐enabled optimization of battery fast‐charging protocolsAIChE Journal
- Ageing Studies of Mega Battery Packs for Grid Storage Applications Using Physics Based Modeling
- Battery capacity knee-onset identification and early prediction using degradation curvatureJournal of Power Sources
- Characterisation and modelling of potassium-ion batteriesNature Communications
- Extra throughput versus days lost in V2G services: Influence of dominant degradation mechanismJournal of Energy Storage
- Hybrid Deep Neural Network for Electric Vehicle State of Charge EstimationIEEE International Conference on Electrical Power and Energy Systems (ICEPES)
- Non-linear frequency response analysis for assessment of the ageing history of lithium ion batteries: A combined simulation and experimental approachJournal of Energy Storage
- Parameter Estimation of Solid-Electrolyte-Interphase-based Ageing in the Doyle-Fuller-Newman Model FrameworkProceedings of the ... American Control Conference/Proceedings of the American Control Conference
- Synthetic dataset of LG M50 batteries with different degradation pathwaysData in Brief
2023
- Consistently Tuned Battery Lifetime Predictive Model of Capacity Loss, Resistance Increase, and Irreversible Thickness GrowthJournal of The Electrochemical Society
- Coupled electrochemical-thermal-mechanical stress modelling in composite silicon/graphite lithium-ion battery electrodesJournal of Energy Storage · Joint work with Greg Offer and Valentin Sulzer
- Diffusion-aware voltage source: An equivalent circuit network to resolve lithium concentration gradients in active particlesApplied Energy
- Nonequilibrium Electrochemical Phase Maps: Beyond Butler–Volmer KineticsThe Journal of Physical Chemistry Letters
- A non-intrusive approach for physics-constrained learning with application to fuel cell modelingComputational Mechanics
- A physics-based fractional-order equivalent circuit model for time and frequency-domain applications in lithium-ion batteriesJournal of Energy Storage
- Fundamental investigations on the ionic transport and thermodynamic properties of non-aqueous potassium-ion electrolytesNature Communications
- Modelling and experimental investigation of Nb2O5 as a high-rate battery anode materialElectrochimica Acta
2022
- A user-friendly lithium battery simulator based on open-source CFDDigital Chemical Engineering
- Degradation model of high-nickel positive electrodes: Effects of loss of active material and cyclable lithium on capacity fadeJournal of Power Sources
- Lithium-ion battery degradation: how to model itPhysical Chemistry Chemical Physics · Joint work with Greg Offer and Valentin Sulzer
- Modelling Solvent Consumption from SEI Layer Growth in Lithium-Ion BatteriesJournal of The Electrochemical Society
- AutoMat: Automated materials discovery for electrochemical systemsMRS Bulletin · Joint work with Venkat Viswanathan and Valentin Sulzer
- Principles of the Battery Data GenomeJoule · Joint work with Venkat Viswanathan and David Howey
- liionpack: A Python package for simulating packs of batteries with PyBaMMThe Journal of Open Source Software
- A pseudo-two-dimensional (P2D) model for FeS2 conversion cathode batteriesJournal of Power Sources
- A Single Particle model with electrolyte and side reactions for degradation of lithium-ion batteriesApplied Mathematical Modelling
- Theory-guided experimental design in battery materials researchScience Advances
2021
- Accelerated Battery Lifetime Simulations Using Adaptive Inter-Cycle Extrapolation AlgorithmJournal of The Electrochemical Society · Joint work with Anna Stefanopoulou and Valentin Sulzer
- Asymptotic Reduction of a Lithium-Ion Pouch Cell ModelSIAM Journal on Applied Mathematics
- DandeLiion v1: An Extremely Fast Solver for the Newman Model of Lithium-Ion Battery (Dis)chargeJournal of The Electrochemical Society
- Multi-objective constrained optimization for energy applications via tree ensemblesApplied Energy
- Physical Modelling of the Slow Voltage Relaxation Phenomenon in Lithium-Ion BatteriesJournal of The Electrochemical Society
- Systematic derivation and validation of a reduced thermal-electrochemical model for lithium-ion batteries using asymptotic methodsElectrochimica Acta
2020
- Fostering a Sustainable Community in BatteriesACS Energy Letters · Joint work with Venkat Viswanathan and David Howey
- A Suite of Reduced-Order Models of a Single-Layer Lithium-Ion Pouch CellJournal of The Electrochemical Society
Paywalled, or no open-access copy was found. Links go to the publisher. Wrote one or know a free copy? Use “Help us add it” under the paper.
2026
- Modeling and half-cell-resolved measurement of the influence of cell degradation on the anode potential of high-energy lithium-ion cellsJournal of Power SourcesHelp us add it: Modeling and half-cell-resolved measurement of the influence of cell degradation on the anode potential of high-energy lithium-ion cells
- Battery Modeling To Enable Gradient-Based Optimization of Electrified Aircraft Mission and DesignAIAA AVIATION ForumHelp us add it: Battery Modeling To Enable Gradient-Based Optimization of Electrified Aircraft Mission and Design
- Discovery Learning predicts battery cycle life from minimal experimentsNatureHelp us add it: Discovery Learning predicts battery cycle life from minimal experiments
- A computationally efficient physics-based equivalent circuit model for real-time simulation of electrochemical-thermal behavior in lithium-ion batteriesApplied EnergyHelp us add it: A computationally efficient physics-based equivalent circuit model for real-time simulation of electrochemical-thermal behavior in lithium-ion batteries
- A continuum approach to modelling hysteresis in phase-change lithium-ion battery electrodesJournal of Energy StorageHelp us add it: A continuum approach to modelling hysteresis in phase-change lithium-ion battery electrodes
- A Cross-Fidelity Two-Phase Deep Deterministic Policy Gradient Framework for Lithium-Ion Battery Fast ChargingHelp us add it: A Cross-Fidelity Two-Phase Deep Deterministic Policy Gradient Framework for Lithium-Ion Battery Fast Charging
- A Data-Sparse Physics-Informed Gaussian-Process Model for Rechargeable Lithium-Metal Battery Cells in High C-Rate ApplicationsIEEE Conference on Control Technology and Applications (CCTA)Help us add it: A Data-Sparse Physics-Informed Gaussian-Process Model for Rechargeable Lithium-Metal Battery Cells in High C-Rate Applications
- A Fault Location Method Based on Electrode-Seawater Loop Characteristic Frequency Band Signal Injection for Undersea Observation NetworkIEEE Transactions on Power DeliveryHelp us add it: A Fault Location Method Based on Electrode-Seawater Loop Characteristic Frequency Band Signal Injection for Undersea Observation Network
- A hybrid framework for lithium-ion battery SOH estimation under partial charging based on ICA reconstructionEnergy Conversion and Management XHelp us add it: A hybrid framework for lithium-ion battery SOH estimation under partial charging based on ICA reconstruction
- A non-iterative method for single particle models of lithium-ion batteries with electrolyte dynamicsJournal of Power SourcesHelp us add it: A non-iterative method for single particle models of lithium-ion batteries with electrolyte dynamics
- A Physics-Guided Hybrid Framework for Synthetic Battery Degradation Data Generation under Partial Depth-of-Discharge ConditionsThe Journal of Korean Institute of Information TechnologyHelp us add it: A Physics-Guided Hybrid Framework for Synthetic Battery Degradation Data Generation under Partial Depth-of-Discharge Conditions
- Accelerated and broadband electrochemical impedance spectroscopy of lithium-ion batteries using segmented chirp signalsChemical Engineering ScienceHelp us add it: Accelerated and broadband electrochemical impedance spectroscopy of lithium-ion batteries using segmented chirp signals
- AI-driven battery materials innovation for AIDC energy storageEnergy and AIHelp us add it: AI-driven battery materials innovation for AIDC energy storage
- AI‐Driven Detection of Lithium Plating on Graphite AnodeChemistrySelectHelp us add it: AI‐Driven Detection of Lithium Plating on Graphite Anode
- AI‐Organized Multiscale Battery Modeling: Linking Structure and Property from Quantum to Device ScalesSmall StructuresHelp us add it: AI‐Organized Multiscale Battery Modeling: Linking Structure and Property from Quantum to Device Scales
- An advanced electrochemical model for fast-charging Li-ion batteries: Electrode homogenization-based modeling, parameterization and experimental validationJournal of Power SourcesHelp us add it: An advanced electrochemical model for fast-charging Li-ion batteries: Electrode homogenization-based modeling, parameterization and experimental validation
- An Ionic Wagner Number Predicts Reaction-Zone Localization in Thick Lithium-Ion CathodesJournal of The Electrochemical SocietyHelp us add it: An Ionic Wagner Number Predicts Reaction-Zone Localization in Thick Lithium-Ion Cathodes
- Analytical pulsing protocol-based parameter identification and validation of the Doyle–Fuller–Newman battery modelInternational Journal of Electrochemical ScienceHelp us add it: Analytical pulsing protocol-based parameter identification and validation of the Doyle–Fuller–Newman battery model
- Approaching lithium-ion-level performance in sodium-ion batteries through rational reaction-zone designJournal of Energy StorageHelp us add it: Approaching lithium-ion-level performance in sodium-ion batteries through rational reaction-zone design
- Artificial Intelligence for Lithium-Ion Batteries: Closed-Loop Discovery, State Prediction, and Trustworthy ManagementEnergiesHelp us add it: Artificial Intelligence for Lithium-Ion Batteries: Closed-Loop Discovery, State Prediction, and Trustworthy Management
- Battery state-of-power estimation: A machine learning battery model with numerical searching approachJournal of Energy StorageHelp us add it: Battery state-of-power estimation: A machine learning battery model with numerical searching approach
- Benchmarking half-cell model fitting approaches for lithium-ion battery degradation diagnosticseTransportationHelp us add it: Benchmarking half-cell model fitting approaches for lithium-ion battery degradation diagnostics
- Beyond Bruggeman: Tomography-Driven Anisotropic Transport Tensors with Calibrated Uncertainty for Li-Ion Battery ElectrodesSSRN Electronic JournalHelp us add it: Beyond Bruggeman: Tomography-Driven Anisotropic Transport Tensors with Calibrated Uncertainty for Li-Ion Battery Electrodes
- Comparing Heating Systems for Degradation-Aware Battery Thermal Management in Electric Minibuses: PTC Heater vs. Heat PumpBatteriesHelp us add it: Comparing Heating Systems for Degradation-Aware Battery Thermal Management in Electric Minibuses: PTC Heater vs. Heat Pump
- Continuum modeling of batteries on a physical–chemical baseElsevier eBooksHelp us add it: Continuum modeling of batteries on a physical–chemical base
- Coupled electrochemical–thermal modelling of early-stage degradation processes in lithium-rich disordered rocksalt cathodesPhysical Chemistry Chemical PhysicsHelp us add it: Coupled electrochemical–thermal modelling of early-stage degradation processes in lithium-rich disordered rocksalt cathodes
- CPG-SPMT: Control-oriented parameter-grouped single particle model with thermal effects for Lithium-Ion batteriesComputer Physics CommunicationsHelp us add it: CPG-SPMT: Control-oriented parameter-grouped single particle model with thermal effects for Lithium-Ion batteries
- Design of Health Indicators for LSTM-Based State of Health Estimation of Lithium-Ion BatteriesSSRN Electronic JournalHelp us add it: Design of Health Indicators for LSTM-Based State of Health Estimation of Lithium-Ion Batteries
- Detailed Characterization and Parameterization of a Large State-of-the-Art Commercial Li-Ion Pouch Cell: Part I. Cell CharacterizationJournal of The Electrochemical SocietyHelp us add it: Detailed Characterization and Parameterization of a Large State-of-the-Art Commercial Li-Ion Pouch Cell: Part I. Cell Characterization
- Development of a P2D-based model for battery swelling prediction under mechanical constraintsJournal of Power SourcesHelp us add it: Development of a P2D-based model for battery swelling prediction under mechanical constraints
- Dual-Continuum Models of Lithium-Ion Batteries are Fast and Accurate Alternatives to the Doyle-Fuller-Newman Approach: I. Derivation and ValidationJournal of The Electrochemical SocietyHelp us add it: Dual-Continuum Models of Lithium-Ion Batteries are Fast and Accurate Alternatives to the Doyle-Fuller-Newman Approach: I. Derivation and Validation
- Dual-Continuum Models of Lithium-Ion Batteries are Fast and Accurate Alternatives to the Doyle-Fuller-Newman Approach: II. Model ExtensionsJournal of The Electrochemical SocietyHelp us add it: Dual-Continuum Models of Lithium-Ion Batteries are Fast and Accurate Alternatives to the Doyle-Fuller-Newman Approach: II. Model Extensions
- Efficient Battery State of Health Estimation Using Lightweight ML Models Based on Limited Voltage MeasurementsJournal of Low Power Electronics and ApplicationsHelp us add it: Efficient Battery State of Health Estimation Using Lightweight ML Models Based on Limited Voltage Measurements
- Efficient physics-based modeling and experimental validation of parallel-connected battery cells enabled by the transmission line modeleTransportationHelp us add it: Efficient physics-based modeling and experimental validation of parallel-connected battery cells enabled by the transmission line model
- Electrochemical modeling and parameter calibration for lithium-ion battery electrolyte degradationJournal of Energy StorageHelp us add it: Electrochemical modeling and parameter calibration for lithium-ion battery electrolyte degradation
- Enabling fast charging of Li-ion batteries at subzero temperatures through pulse optimizationApplied Thermal EngineeringHelp us add it: Enabling fast charging of Li-ion batteries at subzero temperatures through pulse optimization
- ExDORGP: a high-efficiency data-driven method for uncertainty quantification for lithium-ion batteriesActa Mechanica SinicaHelp us add it: ExDORGP: a high-efficiency data-driven method for uncertainty quantification for lithium-ion batteries
- Extensions to a Gradient-Based MDAO Framework for Aircraft Conceptual DesignAIAA AVIATION ForumHelp us add it: Extensions to a Gradient-Based MDAO Framework for Aircraft Conceptual Design
- From battery signals to mechanism-aware lifetime prediction: A descriptor framework across representative battery chemistriesJournal of Energy ChemistryHelp us add it: From battery signals to mechanism-aware lifetime prediction: A descriptor framework across representative battery chemistries
- From Cell to System: Accelerated hpc Simulations of BESS Aging under Frequency Regulation and Arbitrage use casesHelp us add it: From Cell to System: Accelerated hpc Simulations of BESS Aging under Frequency Regulation and Arbitrage use cases
- From Ions to Icons: A Physics-Informed Stochastic Framework for Adaptive Mobile Energy ManagementHelp us add it: From Ions to Icons: A Physics-Informed Stochastic Framework for Adaptive Mobile Energy Management
- Gradient-Based MDAO Framework for Advanced Aircraft ConceptsAIAA SciTech ForumHelp us add it: Gradient-Based MDAO Framework for Advanced Aircraft Concepts
- Graph-based regime-aware Q-transformers for explainable offline reinforcement learningInformation SciencesHelp us add it: Graph-based regime-aware Q-transformers for explainable offline reinforcement learning
- Harnessing Transition Metal Chalcogenides for Efficient Performance in Magnesium–Sulfur Battery: Synergising Experimental and Theoretical TechniquesSolidsHelp us add it: Harnessing Transition Metal Chalcogenides for Efficient Performance in Magnesium–Sulfur Battery: Synergising Experimental and Theoretical Techniques
- High-Fidelity Data-Driven Modeling of Battery Energy Storage for Grid ApplicationsIEEE Power & Energy Society General Meeting (PESGM)Help us add it: High-Fidelity Data-Driven Modeling of Battery Energy Storage for Grid Applications
- Hybrid heuristic-MILP framework for techno-economic scheduling of microgrids in day-ahead markets with micro gas turbines and renewablesEnergy Conversion and Management XHelp us add it: Hybrid heuristic-MILP framework for techno-economic scheduling of microgrids in day-ahead markets with micro gas turbines and renewables
- Impact of Cell Chemistry on the Degradation and Revenue Potential of Energy Storage SystemsHelp us add it: Impact of Cell Chemistry on the Degradation and Revenue Potential of Energy Storage Systems
- Impact of Mechanical Stress on Electrochemical Impedance Spectra and Incremental Capacity of the Lithium-Ion BatterySSRN Electronic JournalHelp us add it: Impact of Mechanical Stress on Electrochemical Impedance Spectra and Incremental Capacity of the Lithium-Ion Battery
- Impact of mechanical stress on electrochemical performance of the lithium-ion batteryJournal of Energy StorageHelp us add it: Impact of mechanical stress on electrochemical performance of the lithium-ion battery
- Internal electrochemical variables-attention long short-term memory based on meta-learning and augmentation for battery state of health estimationMeasurementHelp us add it: Internal electrochemical variables-attention long short-term memory based on meta-learning and augmentation for battery state of health estimation
- Investigation of battery-aging dynamics for electric vehicle management under real-world driving stressJournal of Power SourcesHelp us add it: Investigation of battery-aging dynamics for electric vehicle management under real-world driving stress
- LIBquiv: An open-source MATLAB class for time-domain simulation of physics-informed equivalent circuit models of lithium-ion batteriesSoftwareXHelp us add it: LIBquiv: An open-source MATLAB class for time-domain simulation of physics-informed equivalent circuit models of lithium-ion batteries
- Limits of electrochemical data for predicting battery lifetime and failureJouleHelp us add it: Limits of electrochemical data for predicting battery lifetime and failure
- Lithium-ion battery anomaly detection with variational autoencoder based on feature representation learningJournal of Energy StorageHelp us add it: Lithium-ion battery anomaly detection with variational autoencoder based on feature representation learning
- Lithium-ion battery degradation: comparison of three modeling methodologiesElsevier eBooksHelp us add it: Lithium-ion battery degradation: comparison of three modeling methodologies
- LLMs as Representation Generators for Gradient‐Free Scientific Optimization: A Case Study in Battery Fast ChargingAdvanced ScienceHelp us add it: LLMs as Representation Generators for Gradient‐Free Scientific Optimization: A Case Study in Battery Fast Charging
- Machine learning-assisted health management of retired batteriesJournal of Energy ChemistryHelp us add it: Machine learning-assisted health management of retired batteries
- Machine Learning-Based Estimation of State of Charge and State of Health for Lithium-Ion BatteriesInternational Conference on Advancements and Key Challenges in Green Energy and Computing (AKGEC)Help us add it: Machine Learning-Based Estimation of State of Charge and State of Health for Lithium-Ion Batteries
- Mathematical modelling and numerical simulation of Lithium–Ion batteries. A review of mathematical models and computational frameworksSeMA JournalHelp us add it: Mathematical modelling and numerical simulation of Lithium–Ion batteries. A review of mathematical models and computational frameworks
- MCP-DT: LLM-Driven Algorithm Synthesis for Cyber-Physical Systems Through Digital Twin Safety Enforcement2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)Help us add it: MCP-DT: LLM-Driven Algorithm Synthesis for Cyber-Physical Systems Through Digital Twin Safety Enforcement
- Mesh Sensitivity Analysis using CFD Simulation of Mineral Oil Cooled Cylindrical Battery PackIEEE Jordan Conference on Applied Electrical Engineering and Computing TechnologiesHelp us add it: Mesh Sensitivity Analysis using CFD Simulation of Mineral Oil Cooled Cylindrical Battery Pack
- Meta-reinforcement learning for fast charging design of diverse lithium-ion batteriesJournal of Energy StorageHelp us add it: Meta-reinforcement learning for fast charging design of diverse lithium-ion batteries
- Model-Based Sensitivity Study of Thermal Runaway Onset and Severity in Lithium-Ion Cells: Effects of Geometry and Thermal Boundary ConditionsSAE technical papers on CD-ROM/SAE technical paper seriesHelp us add it: Model-Based Sensitivity Study of Thermal Runaway Onset and Severity in Lithium-Ion Cells: Effects of Geometry and Thermal Boundary Conditions
- Modelling external short circuit behaviours of fresh and degraded lithium-ion batteriesJournal of Energy StorageHelp us add it: Modelling external short circuit behaviours of fresh and degraded lithium-ion batteries
- On the critical battery electrochemical parameters across different phases of a single discharge process using a transformer frameworkEnergy Conversion and Management XHelp us add it: On the critical battery electrochemical parameters across different phases of a single discharge process using a transformer framework
- Operando strain analysis of electrodes using internal sensors and holistic electrochemical-microstructural modelingJournal of Energy StorageHelp us add it: Operando strain analysis of electrodes using internal sensors and holistic electrochemical-microstructural modeling
- Pack Transformer: Transformer-based hybrid model for lithium-ion battery packsJournal of Power SourcesHelp us add it: Pack Transformer: Transformer-based hybrid model for lithium-ion battery packs
- Part I. Perturbation Analysis for a Lithium-Ion Battery with a Torn Negative-Electrode Tab and the Importance of Solid-State Diffusion on the Initiation of Li Plating during Battery DischargeJournal of The Electrochemical SocietyHelp us add it: Part I. Perturbation Analysis for a Lithium-Ion Battery with a Torn Negative-Electrode Tab and the Importance of Solid-State Diffusion on the Initiation of Li Plating during Battery Discharge
- Perceiving the Battery Multi-Electrochemical States in Real-time Based on Model-Informed Neural NetworkIEEE/CAA Journal of Automatica SinicaHelp us add it: Perceiving the Battery Multi-Electrochemical States in Real-time Based on Model-Informed Neural Network
- Physics-based Digital Twin framework for electric vehicle battery health prediction and energy storage lifecycle management with reverse logistics optimizationJournal of Energy StorageHelp us add it: Physics-based Digital Twin framework for electric vehicle battery health prediction and energy storage lifecycle management with reverse logistics optimization
- Physics-Based Stability Mapping of Fast-Charged Lithium-Ion Batteries Using Coupled Degradation, Plating-Onset Diagnostics, Thermal Sensitivity, and EIS in PyBaMMSSRN Electronic JournalHelp us add it: Physics-Based Stability Mapping of Fast-Charged Lithium-Ion Batteries Using Coupled Degradation, Plating-Onset Diagnostics, Thermal Sensitivity, and EIS in PyBaMM
- Physics-informed estimation of battery degradation modes from partial discharge windows: identifiability, simulation-only training and validation on two chemistriesSSRN Electronic JournalHelp us add it: Physics-informed estimation of battery degradation modes from partial discharge windows: identifiability, simulation-only training and validation on two chemistries
- Physics-Informed Gaussian Process Regression for Battery Health Estimation Under Distribution ShiftIEEE Systems Man and Cybernetics LettersHelp us add it: Physics-Informed Gaussian Process Regression for Battery Health Estimation Under Distribution Shift
- Physics-informed machine learning for battery heat generation estimation and temperature prediction with minimal experimentationEnergy and AIHelp us add it: Physics-informed machine learning for battery heat generation estimation and temperature prediction with minimal experimentation
- Physics-informed neural networks for the fully coupled electrochemical-thermal pseudo-2D model of lithium-ion batteriesJournal of Energy StorageHelp us add it: Physics-informed neural networks for the fully coupled electrochemical-thermal pseudo-2D model of lithium-ion batteries
- Physics-informed neural networks with multi-scale adaptive Fourier encoding for lithium-ion battery modeling: Spatiotemporal radial concentration field reconstruction and multi-rate voltage predictionEngineering Applications of Artificial IntelligenceHelp us add it: Physics-informed neural networks with multi-scale adaptive Fourier encoding for lithium-ion battery modeling: Spatiotemporal radial concentration field reconstruction and multi-rate voltage prediction
- Physics-informed operator learning for parameter estimation in lithium-ion-battery models enhanced by global experimental design and local identifiability analysisEnergy and AIHelp us add it: Physics-informed operator learning for parameter estimation in lithium-ion-battery models enhanced by global experimental design and local identifiability analysis
- Physics-Informed Sensor-Lean Fault Diagnosis for Lithium-Ion BatteriesHelp us add it: Physics-Informed Sensor-Lean Fault Diagnosis for Lithium-Ion Batteries
- Physics-Informed Surrogate Modeling for Degradation-Aware Battery Scheduling in Residential PV SystemsHelp us add it: Physics-Informed Surrogate Modeling for Degradation-Aware Battery Scheduling in Residential PV Systems
- Physics‐Informed Artificial Intelligence for Battery Degradation, Aging, and Lifetime PredictionBattery energyHelp us add it: Physics‐Informed Artificial Intelligence for Battery Degradation, Aging, and Lifetime Prediction
- Probing simulation-based inference for credible battery model parameter estimation from impedance dataElectrochimica ActaHelp us add it: Probing simulation-based inference for credible battery model parameter estimation from impedance data
- Quantifying morphology-dependent transport parameters in lithium-ion battery electrodes via CT-FEM and Bayesian optimizationJournal of Materials Chemistry AHelp us add it: Quantifying morphology-dependent transport parameters in lithium-ion battery electrodes via CT-FEM and Bayesian optimization
- Real-time Feedback Optimization for Distribution System Operation Considering Battery Voltage and Thermal ConstraintsInternational Conference on Smart Energy Systems and Technologies (SEST)Help us add it: Real-time Feedback Optimization for Distribution System Operation Considering Battery Voltage and Thermal Constraints
- Reduced-Order Multi-Physics Modeling and Active Power Derating for Preventing Voltage Collapse Under Constant-Power LoadsIEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)Help us add it: Reduced-Order Multi-Physics Modeling and Active Power Derating for Preventing Voltage Collapse Under Constant-Power Loads
- Region-aware cross-condition electrochemical parameter identification of high-capacity lithium-ion battery through sequential global–local optimizationJournal of Power SourcesHelp us add it: Region-aware cross-condition electrochemical parameter identification of high-capacity lithium-ion battery through sequential global–local optimization
- Resting state of charge can outweigh charge rate in LiFePO_4 ageing under grid duty: an experimentally calibrated reduced-order modelSSRN Electronic JournalHelp us add it: Resting state of charge can outweigh charge rate in LiFePO_4 ageing under grid duty: an experimentally calibrated reduced-order model
- Roadmaps for dendrite suppression in next generation lithium-ion batteries: Toward sustainable energy solutionsEnergy storage materialsHelp us add it: Roadmaps for dendrite suppression in next generation lithium-ion batteries: Toward sustainable energy solutions
- Self-heating multi-stage fast charging strategy considering lithium plating constraints for lithium-ion batteries at low temperaturesSSRN Electronic JournalHelp us add it: Self-heating multi-stage fast charging strategy considering lithium plating constraints for lithium-ion batteries at low temperatures
- Shipboard Battery Energy Storage System ModelsSpringer eBooksHelp us add it: Shipboard Battery Energy Storage System Models
- Significance of particle morphology: Semi-single-crystalline O3-Type Na(Ni1/3Fe1/3Mn1/3)O2 cathode for practical Na-ion batterieseScienceHelp us add it: Significance of particle morphology: Semi-single-crystalline O3-Type Na(Ni1/3Fe1/3Mn1/3)O2 cathode for practical Na-ion batteries
- Simulation-Based Evaluation of Lithium-Ion Batteries Manufacturing PerformanceSAE International Journal of Advances and Current Practices in MobilityHelp us add it: Simulation-Based Evaluation of Lithium-Ion Batteries Manufacturing Performance
- SOTIF-Oriented Safety Validation Framework for Battery DiagnosisProceedings, annual Reliability and Maintainability Symposium/Proceedings. Annual Reliability and Maintainability SymposiumHelp us add it: SOTIF-Oriented Safety Validation Framework for Battery Diagnosis
- Spatial heat generation and temperature distribution in cylindrical lithium-ion batteries: Insights from a multi-domain electrochemical-thermal modelJournal of Energy StorageHelp us add it: Spatial heat generation and temperature distribution in cylindrical lithium-ion batteries: Insights from a multi-domain electrochemical-thermal model
- State of Health Estimation for Lithium-Ion Batteries Using Machine Learning and Pseudo-Synthetic DataSSRN Electronic JournalHelp us add it: State of Health Estimation for Lithium-Ion Batteries Using Machine Learning and Pseudo-Synthetic Data
- Surrogate-assisted global sensitivity analysis enabling hierarchical parameterization of physics-based battery aging modelsJournal of Energy StorageHelp us add it: Surrogate-assisted global sensitivity analysis enabling hierarchical parameterization of physics-based battery aging models
- Surrogate-assisted parameter identification for multiphysics lithium-ion battery models: Identifiability, optimization fidelity, and predictive transferabilitySSRN Electronic JournalHelp us add it: Surrogate-assisted parameter identification for multiphysics lithium-ion battery models: Identifiability, optimization fidelity, and predictive transferability
- Techno-economic analysis of standalone solar photovoltaic microgrid system integrated with sodium-ion batteriesJournal of Power SourcesHelp us add it: Techno-economic analysis of standalone solar photovoltaic microgrid system integrated with sodium-ion batteries
- Techno-Economic Assessment and Risk Informed Feasibility Analysis of Small Scale Multi Energy System Comprising Electrolyzer–PEM Fuel Cell–BESS, Micro Gas Turbine, Hydrogen Storage and RenewablesEnergy Conversion and Management XHelp us add it: Techno-Economic Assessment and Risk Informed Feasibility Analysis of Small Scale Multi Energy System Comprising Electrolyzer–PEM Fuel Cell–BESS, Micro Gas Turbine, Hydrogen Storage and Renewables
- The Faraday Institution programme: A UK perspective on innovation in the battery sectorCarbon Neutral TechnologiesHelp us add it: The Faraday Institution programme: A UK perspective on innovation in the battery sector
- Thermodynamic rating of active cooling in battery thermal managementInternational Communications in Heat and Mass TransferHelp us add it: Thermodynamic rating of active cooling in battery thermal management
- Thermodynamic stabilization of solid-state electrolytes and silicon anodes via entropic damping: A theoretical predictive anti-resonance protocolJournal of Power SourcesHelp us add it: Thermodynamic stabilization of solid-state electrolytes and silicon anodes via entropic damping: A theoretical predictive anti-resonance protocol
- TinyBatteryNet: A compact neural architecture for embedded battery remaining useful life prediction across battery domainsApplied EnergyHelp us add it: TinyBatteryNet: A compact neural architecture for embedded battery remaining useful life prediction across battery domains
- Toward Hard-Constraint Multiphysics KAN-PINNs for Lithium-Ion Battery Modeling: A Reproducible Benchmark Framework for Cross-Source Voltage--Temperature TransferSSRN Electronic JournalHelp us add it: Toward Hard-Constraint Multiphysics KAN-PINNs for Lithium-Ion Battery Modeling: A Reproducible Benchmark Framework for Cross-Source Voltage--Temperature Transfer
- Trustworthy Physics-Informed and Explainable Prognostics for Lithium-Ion Battery Remaining Useful Life with Calibrated UncertaintySSRN Electronic JournalHelp us add it: Trustworthy Physics-Informed and Explainable Prognostics for Lithium-Ion Battery Remaining Useful Life with Calibrated Uncertainty
- VOLTA_PXD: Efficient pseudo-four-dimensional electrochemical-thermal simulation framework for large-format lithium-ion batteriesComputer Physics CommunicationsHelp us add it: VOLTA_PXD: Efficient pseudo-four-dimensional electrochemical-thermal simulation framework for large-format lithium-ion batteries
2025
- Fast and generalisable parameter-embedded neural operators for lithium-ion battery simulationEnergy and AIHelp us add it: Fast and generalisable parameter-embedded neural operators for lithium-ion battery simulation
- How to Design a Zero-Degradation Battery: Compensating for Loss of Lithium Inventory in LFP Cells with LFO AdditivesCell Reports Physical ScienceHelp us add it: How to Design a Zero-Degradation Battery: Compensating for Loss of Lithium Inventory in LFP Cells with LFO Additives
- Simulation and understanding of degraded lithium-ion battery self-heating ignitionApplied EnergyHelp us add it: Simulation and understanding of degraded lithium-ion battery self-heating ignition
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- Anomaly detection in Li-ion cells using physics-based reduced-order thermal modelsJournal of Power SourcesHelp us add it: Anomaly detection in Li-ion cells using physics-based reduced-order thermal models
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- Artificial Intelligence for Materials Discovery, Development, and OptimizationACS NanoHelp us add it: Artificial Intelligence for Materials Discovery, Development, and Optimization
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- Leveraging Digital Twin Technology for Battery Management: A Case Study ReviewIEEE AccessHelp us add it: Leveraging Digital Twin Technology for Battery Management: A Case Study Review
- Lithium-ion Battery Capacity Loss Predictions using Domain-Knowledge-Incorporated Capacity Loss Model through Bayesian InferenceIEEE Conference on Prognostics and Health ManagementHelp us add it: Lithium-ion Battery Capacity Loss Predictions using Domain-Knowledge-Incorporated Capacity Loss Model through Bayesian Inference
- Lithium-ion battery degradation modelling using universal differential equations: Development of a cost-effective parameterisation methodologyApplied EnergyHelp us add it: Lithium-ion battery degradation modelling using universal differential equations: Development of a cost-effective parameterisation methodology
- Machine Learning‐Based Surrogate Model Development for the Estimation of State‐of‐Charge and Minimization of Charging Time for Batteries of Lithium‐Ion in Electric VehiclesEnergy StorageHelp us add it: Machine Learning‐Based Surrogate Model Development for the Estimation of State‐of‐Charge and Minimization of Charging Time for Batteries of Lithium‐Ion in Electric Vehicles
- Measurement, interpretation, and application of electrochemical impedance spectroscopy to lithium-ion batteriesEES batteries.Help us add it: Measurement, interpretation, and application of electrochemical impedance spectroscopy to lithium-ion batteries
- Mechanism-traced diagnosis of lithium inventory loss for lithium-ion batteries using physics-driven machine learningEnergyHelp us add it: Mechanism-traced diagnosis of lithium inventory loss for lithium-ion batteries using physics-driven machine learning
- Multi-Physical Modeling of Lithium-Ion Batteries: Electrical, Thermal, and Ageing IntegrationInternational Conference on Control, Decision and Information Technologies (CoDIT)Help us add it: Multi-Physical Modeling of Lithium-Ion Batteries: Electrical, Thermal, and Ageing Integration
- Non-Invasive Identification of Half-Cell Open-Circuit Potentials for Advanced Battery Electrochemical ModelsProceedings of the Annual Conference of the IEEE Industrial Electronics SocietyHelp us add it: Non-Invasive Identification of Half-Cell Open-Circuit Potentials for Advanced Battery Electrochemical Models
- Numerical Analysis of the Single Particle Model for 50Ah NMC Batteries Using the Runge-Kutta Method with Experimental ValidationJournal of The Electrochemical SocietyHelp us add it: Numerical Analysis of the Single Particle Model for 50Ah NMC Batteries Using the Runge-Kutta Method with Experimental Validation
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- Performance and degradation analysis of sodium-ion battery integrated with solar photovoltaic system for microgrid applicationsElectrochimica ActaHelp us add it: Performance and degradation analysis of sodium-ion battery integrated with solar photovoltaic system for microgrid applications
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- PG-DAT: Physics-Guided Domain-Adaptive Transformer for Battery State-of-Health ForecastIEEE/CIC International Conference on Communications in China (ICCC)Help us add it: PG-DAT: Physics-Guided Domain-Adaptive Transformer for Battery State-of-Health Forecast
- Physics-Based Analysis of Cell Imbalances and Aging in Lithium-Ion Battery Modules and PacksJournal of The Electrochemical SocietyHelp us add it: Physics-Based Analysis of Cell Imbalances and Aging in Lithium-Ion Battery Modules and Packs
- Physics-based model of a lithium-ion battery cell in ModelicaMathematical and Computer Modelling of Dynamical SystemsHelp us add it: Physics-based model of a lithium-ion battery cell in Modelica
- Physics-based modelling and analysis of various ageing mechanisms in sodium-ion batteriesJournal of Power SourcesHelp us add it: Physics-based modelling and analysis of various ageing mechanisms in sodium-ion batteries
- Physics-Informed Battery Aging Model Under Marine Transport Swaying ConditionsIEEE Transactions on Transportation ElectrificationHelp us add it: Physics-Informed Battery Aging Model Under Marine Transport Swaying Conditions
- Physics-Informed Data-Driven Power Capacity Prediction of Lithium-Ion Battery Against Various TemperaturesIEEE Transactions on Intelligent Transportation SystemsHelp us add it: Physics-Informed Data-Driven Power Capacity Prediction of Lithium-Ion Battery Against Various Temperatures
- POLIDEMO: An electrochemical-mechanical framework for modeling lithium-ion batteries degradationApplied EnergyHelp us add it: POLIDEMO: An electrochemical-mechanical framework for modeling lithium-ion batteries degradation
- Predicting the onset of lithium plating by the full-cell voltage: A pseudo-P curve approachEnergy storage materialsHelp us add it: Predicting the onset of lithium plating by the full-cell voltage: A pseudo-P curve approach
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- Remote Data Transfer and Comparative Performance Through PyBaMM and Mathematical Techniques in Battery ApplicationsIEEE International Conference on DC MicrogridsHelp us add it: Remote Data Transfer and Comparative Performance Through PyBaMM and Mathematical Techniques in Battery Applications
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- State estimation of lithium-ion batteries via physics-machine learning combined methods: A methodological review and future perspectiveseTransportationHelp us add it: State estimation of lithium-ion batteries via physics-machine learning combined methods: A methodological review and future perspectives
- State of Health estimation of Li-ion cells via internal degradation modes identification and physics-informed machine learningInternational Conference on Machine Learning and ApplicationsHelp us add it: State of Health estimation of Li-ion cells via internal degradation modes identification and physics-informed machine learning
- State‐of‐the‐Art Machine Learning Technology for Sustainable Lithium Battery Cathode Design: A PerspectiveAdvanced Energy MaterialsHelp us add it: State‐of‐the‐Art Machine Learning Technology for Sustainable Lithium Battery Cathode Design: A Perspective
- The Influence of Open Circuit Potential on Electrode DynamicsJournal of The Electrochemical SocietyHelp us add it: The Influence of Open Circuit Potential on Electrode Dynamics
- Thermal-fluid-electrochemical topology optimization of lithium-ion cooling plates via a level-set approachJournal of Energy StorageHelp us add it: Thermal-fluid-electrochemical topology optimization of lithium-ion cooling plates via a level-set approach
- Towards Accurate Sodium-Ion Cell Modelling: Parametrization and Validation of a Commercial Sodium-Ion Cell Incorporating Temperature-Dependent KineticJournal of The Electrochemical SocietyHelp us add it: Towards Accurate Sodium-Ion Cell Modelling: Parametrization and Validation of a Commercial Sodium-Ion Cell Incorporating Temperature-Dependent Kinetic
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- Ultrafast computation of lithium-ion battery dynamics using its closed-form solutionsJournal of Energy StorageHelp us add it: Ultrafast computation of lithium-ion battery dynamics using its closed-form solutions
- Unlocking electrochemical battery modelling: an open-source suite comparison methodologyIFAC-PapersOnLineHelp us add it: Unlocking electrochemical battery modelling: an open-source suite comparison methodology
2024
- Is silicon worth it? Modelling degradation in composite silicon–graphite lithium-ion battery electrodesJournal of Power Sources · Joint work with Greg Offer and Valentin SulzerHelp us add it: Is silicon worth it? Modelling degradation in composite silicon–graphite lithium-ion battery electrodes
- Lithium-ion battery model parametrisation: BatPar an all-in-one toolkit for equivalent circuit modelsJournal of Energy StorageHelp us add it: Lithium-ion battery model parametrisation: BatPar an all-in-one toolkit for equivalent circuit models
- Enhancing Battery Monitoring under Real-World Driving Profiles through Physics-Guided Artificial IntelligenceIEEE Transportation Electrification Conference and ExpoHelp us add it: Enhancing Battery Monitoring under Real-World Driving Profiles through Physics-Guided Artificial Intelligence
- Degradation Monitoring and Characterization in Lithium-Ion Batteries via the Asymptotic Local ApproachIEEE Transactions on Control Systems TechnologyHelp us add it: Degradation Monitoring and Characterization in Lithium-Ion Batteries via the Asymptotic Local Approach
- A Comparison of Standard SEI Growth Models in the Context of Battery FormationJournal of The Electrochemical SocietyHelp us add it: A Comparison of Standard SEI Growth Models in the Context of Battery Formation
- A critical look at efficient parameter estimation methodologies of electrochemical models for Lithium-Ion cellsJournal of Energy StorageHelp us add it: A critical look at efficient parameter estimation methodologies of electrochemical models for Lithium-Ion cells
- A machine learning tool to investigate lithium-ion battery degradation under real automotive conditionsJournal of Power SourcesHelp us add it: A machine learning tool to investigate lithium-ion battery degradation under real automotive conditions
- A New Analytical Solution for Single Particle Model Subject to Lithium-Ion Batteries, with Experimental ValidationJournal of The Electrochemical SocietyHelp us add it: A New Analytical Solution for Single Particle Model Subject to Lithium-Ion Batteries, with Experimental Validation
- A novel nonlinearity-aware adaptive observer for estimating surface concentration and state of charge of lithium-ion batteriesJournal of Power SourcesHelp us add it: A novel nonlinearity-aware adaptive observer for estimating surface concentration and state of charge of lithium-ion batteries
- A phase inversion strategy for low-tortuosity and ultrahigh-mass-loading nickel-rich layered oxide electrodesCell Reports Physical ScienceHelp us add it: A phase inversion strategy for low-tortuosity and ultrahigh-mass-loading nickel-rich layered oxide electrodes
- A Physics-Informed Hybrid Data-Driven Approach With Generative Electrode-Level Features for Lithium-Ion Battery Health PrognosticsIEEE Transactions on Transportation ElectrificationHelp us add it: A Physics-Informed Hybrid Data-Driven Approach With Generative Electrode-Level Features for Lithium-Ion Battery Health Prognostics
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- A simple model for latent thermal energy storage systems with encapsulated phase-change materialInternational Journal of Heat and Mass TransferHelp us add it: A simple model for latent thermal energy storage systems with encapsulated phase-change material
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- Automatic Parameter Scheduling of Equivalent Circuit Battery Models Using Local Linear Model Trees and Amplitude-Modulated Pseudo-Random Excitation SignalsSAE technical papers on CD-ROM/SAE technical paper seriesHelp us add it: Automatic Parameter Scheduling of Equivalent Circuit Battery Models Using Local Linear Model Trees and Amplitude-Modulated Pseudo-Random Excitation Signals
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- Critical Review on the Sustainability of Electric Vehicles: Addressing Challenges without Interfering in Market TrendsElectronicsHelp us add it: Critical Review on the Sustainability of Electric Vehicles: Addressing Challenges without Interfering in Market Trends
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- Evolutionary Optimization in Battery Parametrization for Synthetic Data GenerationProcedia Computer ScienceHelp us add it: Evolutionary Optimization in Battery Parametrization for Synthetic Data Generation
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- Fast Charging of Li-ion Batteries via Learning and OptimizationEuropean Control Conference (ECC)Help us add it: Fast Charging of Li-ion Batteries via Learning and Optimization
- Fine-grained and Multi-stage Fast Charging Optimization of Lithium-ion Batteries Based on TD3 AlgorithmIEEE International Conference on High Performance Computing and Communications (HPCC)Help us add it: Fine-grained and Multi-stage Fast Charging Optimization of Lithium-ion Batteries Based on TD3 Algorithm
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- Neural equivalent circuit models: Universal differential equations for battery modellingApplied EnergyHelp us add it: Neural equivalent circuit models: Universal differential equations for battery modelling
- Non-equilibrium thermal models of lithium batteriesJournal of Power SourcesHelp us add it: Non-equilibrium thermal models of lithium batteries
- Nonlinear Potentiodynamic Battery Charging Protocols for Fun, Education, and ApplicationACS Engineering AuHelp us add it: Nonlinear Potentiodynamic Battery Charging Protocols for Fun, Education, and Application
- Open-Circuit Voltage Models Should Be Thermodynamically ConsistentThe Journal of Physical Chemistry LettersHelp us add it: Open-Circuit Voltage Models Should Be Thermodynamically Consistent
- Optimal Charging of Lithium-Ion Battery Using Distributionally Robust Model Predictive Control With Wasserstein MetricIEEE Transactions on Industrial InformaticsHelp us add it: Optimal Charging of Lithium-Ion Battery Using Distributionally Robust Model Predictive Control With Wasserstein Metric
- Optimal fast charging of lithium-ion batteries through continual hybrid model learningIFAC-PapersOnLineHelp us add it: Optimal fast charging of lithium-ion batteries through continual hybrid model learning
- Optimizing all-solid-state sodium-ion batteries: Insights from a P2D Model on NaSICON-based polymer–ceramic electrolyteEnergy ReportsHelp us add it: Optimizing all-solid-state sodium-ion batteries: Insights from a P2D Model on NaSICON-based polymer–ceramic electrolyte
- Parameter Identification and Optimization for Lithium-Ion Battery State of Health DetectionIEEE Conference on Prognostics and Health ManagementHelp us add it: Parameter Identification and Optimization for Lithium-Ion Battery State of Health Detection
- Performance benchmarks for open source porous electrode theory modelsHeliyonHelp us add it: Performance benchmarks for open source porous electrode theory models
- Physics-Informed Neural Networks for Modeling Li-ion Batteries: Solving the Single Particle Model Without Labeled DataJournal of The Electrochemical SocietyHelp us add it: Physics-Informed Neural Networks for Modeling Li-ion Batteries: Solving the Single Particle Model Without Labeled Data
- Protocol for conducting advanced cyclic tests in lithium-ion batteries to estimate capacity fadeSTAR ProtocolsHelp us add it: Protocol for conducting advanced cyclic tests in lithium-ion batteries to estimate capacity fade
- Python approach for using homotopy perturbation method to investigate heat transfer problemsCase Studies in Thermal EngineeringHelp us add it: Python approach for using homotopy perturbation method to investigate heat transfer problems
- Rapid Electrochemical Impedance Spectroscopy via, Continuous Amplitude Envelope of Chirp Signal on, Li-ion 21700 batteryInternational Youth Conference on EnergyHelp us add it: Rapid Electrochemical Impedance Spectroscopy via, Continuous Amplitude Envelope of Chirp Signal on, Li-ion 21700 battery
- Rapid Simulation of Electro-Chemo-Mechanical Deformation of Li-ion Batteries Based On Porous Electrode TheoryJournal of The Electrochemical SocietyHelp us add it: Rapid Simulation of Electro-Chemo-Mechanical Deformation of Li-ion Batteries Based On Porous Electrode Theory
- Recent Advancements and Future Prospects in Lithium‐Ion Battery Thermal Management TechniquesEnergy StorageHelp us add it: Recent Advancements and Future Prospects in Lithium‐Ion Battery Thermal Management Techniques
- Review of Computational Models for Large-Scale MDAO of Urban Air Mobility ConceptsAIAA SciTech ForumHelp us add it: Review of Computational Models for Large-Scale MDAO of Urban Air Mobility Concepts
- sP2D: Simplified pseudo 2D battery model by piecewise sinusoidal/quadratic functions of potential curvesJournal of Energy StorageHelp us add it: sP2D: Simplified pseudo 2D battery model by piecewise sinusoidal/quadratic functions of potential curves
- Suitability of late-life lithium-ion cells for battery energy storage systemsJournal of Energy StorageHelp us add it: Suitability of late-life lithium-ion cells for battery energy storage systems
- The Case for DeepSOH: Addressing Path Dependency for Remaining Useful Life in Li-ion BatteriesIFAC-PapersOnLineHelp us add it: The Case for DeepSOH: Addressing Path Dependency for Remaining Useful Life in Li-ion Batteries
- The Impact of Relaxation Time on Cell Degradation across the Life Cycle under diverse operating temperaturesIEEE Transportation Electrification Conference and ExpoHelp us add it: The Impact of Relaxation Time on Cell Degradation across the Life Cycle under diverse operating temperatures
- Thermo-electrochemical level-set topology optimization of a heat exchanger for lithium-ion batteries for electric vertical take-off and landing vehiclesApplied Thermal EngineeringHelp us add it: Thermo-electrochemical level-set topology optimization of a heat exchanger for lithium-ion batteries for electric vertical take-off and landing vehicles
- Transient Removal in Electrochemical Impedance Spectroscopy for Battery TestingIEEE International Instrumentation and Measurement Technology ConferenceHelp us add it: Transient Removal in Electrochemical Impedance Spectroscopy for Battery Testing
- Using partial discharge data to identify highly sensitive electrochemical parameters of aged lithium-ion batteriesEnergy storage materialsHelp us add it: Using partial discharge data to identify highly sensitive electrochemical parameters of aged lithium-ion batteries
- Viability of Additively Manufactured Electrodes for Lithium-Ion BatteriesACS Applied Engineering MaterialsHelp us add it: Viability of Additively Manufactured Electrodes for Lithium-Ion Batteries
2023
- Single Particle Model with electrolyte for simulating diffusion-limited dynamics during an external short in Li-ion batteriesIFAC-PapersOnLineHelp us add it: Single Particle Model with electrolyte for simulating diffusion-limited dynamics during an external short in Li-ion batteries
- A data-driven equivalent circuit model’s parameter estimation method applied to Lithium-Titanate batteryJournal of Energy StorageHelp us add it: A data-driven equivalent circuit model’s parameter estimation method applied to Lithium-Titanate battery
- A fast numerical method with non-iterative source term for pseudo-two-dimension lithium-ion battery modelJournal of Power SourcesHelp us add it: A fast numerical method with non-iterative source term for pseudo-two-dimension lithium-ion battery model
- A Physics-Inspired Machine Learning Nonlinear Model of Li-ion BatteriesProceedings of the ... American Control Conference/Proceedings of the American Control ConferenceHelp us add it: A Physics-Inspired Machine Learning Nonlinear Model of Li-ion Batteries
- Accurate Model Parameter Identification to Boost Precise Aging Prediction of Lithium‐Ion Batteries: A ReviewAdvanced Energy MaterialsHelp us add it: Accurate Model Parameter Identification to Boost Precise Aging Prediction of Lithium‐Ion Batteries: A Review
- Advanced Battery State Estimation to Align Electric Vehicle Developments with Sustainability PrinciplesSSRN Electronic JournalHelp us add it: Advanced Battery State Estimation to Align Electric Vehicle Developments with Sustainability Principles
- An insight into battery degradation for the proposal of a battery-friendly charging techniqueEnergy AdvancesHelp us add it: An insight into battery degradation for the proposal of a battery-friendly charging technique
- Application of Open-Source, Python-Based Tools for the Simulation of Electrochemical SystemsJournal of The Electrochemical SocietyHelp us add it: Application of Open-Source, Python-Based Tools for the Simulation of Electrochemical Systems
- Artificial Intelligence to accelerate battery cell manufacturing and designHelp us add it: Artificial Intelligence to accelerate battery cell manufacturing and design
- batP2dFoam: An Efficient Segregated Solver for the Pseudo-2-Dimensional (P2D) Model of Li-Ion BatteriesJournal of The Electrochemical SocietyHelp us add it: batP2dFoam: An Efficient Segregated Solver for the Pseudo-2-Dimensional (P2D) Model of Li-Ion Batteries
- Batteries – Battery Types – Lead-Acid Battery / ModelingElsevier eBooksHelp us add it: Batteries – Battery Types – Lead-Acid Battery / Modeling
- Capacity Degradation and Aging Mechanisms Evolution of Lithium-Ion Batteries under Different Operation ConditionsEnergiesHelp us add it: Capacity Degradation and Aging Mechanisms Evolution of Lithium-Ion Batteries under Different Operation Conditions
- Challenges and opportunities for battery health estimation: Bridging laboratory research and real-world applicationsJournal of Energy ChemistryHelp us add it: Challenges and opportunities for battery health estimation: Bridging laboratory research and real-world applications
- Cloud-Based Artificial Intelligence Framework for Battery Management SystemEnergiesHelp us add it: Cloud-Based Artificial Intelligence Framework for Battery Management System
- Comparative Analysis of Numerical Methods for Lithium-Ion Battery Electrochemical ModelingJournal of The Electrochemical SocietyHelp us add it: Comparative Analysis of Numerical Methods for Lithium-Ion Battery Electrochemical Modeling
- Context-aware recommendations for extended electric vehicle battery lifetimeSustainable Computing Informatics and SystemsHelp us add it: Context-aware recommendations for extended electric vehicle battery lifetime
- Data-driven Battery Modeling based on Koopman Operator Approximation using Neural NetworkIEEE Power & Energy Society General Meeting (PESGM)Help us add it: Data-driven Battery Modeling based on Koopman Operator Approximation using Neural Network
- Data-Driven Discovery of Lithium-Ion Battery State of Charge DynamicsJournal of Dynamic Systems Measurement and ControlHelp us add it: Data-Driven Discovery of Lithium-Ion Battery State of Charge Dynamics
- DATTES: Data analysis tools for tests on energy storageSoftwareXHelp us add it: DATTES: Data analysis tools for tests on energy storage
- Deep Learning Framework for Lithium-ion Battery State of Charge Estimation: Recent Advances and Future PerspectivesEnergy storage materialsHelp us add it: Deep Learning Framework for Lithium-ion Battery State of Charge Estimation: Recent Advances and Future Perspectives
- Degradation Prediction and Cost Optimization of Second-Life Battery Used for Energy Arbitrage and Peak-Shaving in an Electric GridEnergiesHelp us add it: Degradation Prediction and Cost Optimization of Second-Life Battery Used for Energy Arbitrage and Peak-Shaving in an Electric Grid
- Diagnosis and prognosis of battery degradation through re-evaluation and Gaussian process regression of electrochemical model parametersJournal of Power SourcesHelp us add it: Diagnosis and prognosis of battery degradation through re-evaluation and Gaussian process regression of electrochemical model parameters
- Diagnostics of Lithium-Ion Batteries by Electrochemical Impedance MethodsInternational Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM)Help us add it: Diagnostics of Lithium-Ion Batteries by Electrochemical Impedance Methods
- Discovering Governing Equations of Li-ion Batteries Pertaining State of Charge Using Input-Output DataProceedings of the ... American Control Conference/Proceedings of the American Control ConferenceHelp us add it: Discovering Governing Equations of Li-ion Batteries Pertaining State of Charge Using Input-Output Data
- Estimation of State of Charge in Electric Vehicle using the Battery Digital TwinInternational Conference on Intelligent Technologies (CONIT)Help us add it: Estimation of State of Charge in Electric Vehicle using the Battery Digital Twin
- Evaluating the Impact of Current-based Cycling Profiles on a Lithium-ion Battery ModelIEEE International Conference on Smart Energy Grid Engineering (SEGE)Help us add it: Evaluating the Impact of Current-based Cycling Profiles on a Lithium-ion Battery Model
- Health-Conscious Charging of Lithium-Ion Battery Cells: Using Physics-Based Models to Minimize Calendar and Cyclic Ageing EffectsIEEE Vehicle Power and Propulsion Conference (VPPC)Help us add it: Health-Conscious Charging of Lithium-Ion Battery Cells: Using Physics-Based Models to Minimize Calendar and Cyclic Ageing Effects
- Improving the convergence rate of Newman’s battery model using 2nd order finite element methodJournal of Energy StorageHelp us add it: Improving the convergence rate of Newman’s battery model using 2nd order finite element method
- Initial Current Discrepancy in Simulating Lithium-Ion Battery Packs - Resolution from Dr. Ralph White’s Analytical ApproachJournal of The Electrochemical SocietyHelp us add it: Initial Current Discrepancy in Simulating Lithium-Ion Battery Packs - Resolution from Dr. Ralph White’s Analytical Approach
- Intervention of Digital Twin for Smart Monitoring of Battery Management SystemInternational Conference on Computing, Communication and Networking Technologies (ICCCNT)Help us add it: Intervention of Digital Twin for Smart Monitoring of Battery Management System
- Investigating re-parametrization of electrochemical model-based battery management using real-world driving dataeTransportationHelp us add it: Investigating re-parametrization of electrochemical model-based battery management using real-world driving data
- Lithium-ion Battery Mathematical Modelling Using Python and IoTInternational Conference on Computational Intelligence and Knowledge Economy (ICCIKE)Help us add it: Lithium-ion Battery Mathematical Modelling Using Python and IoT
- Lithium–Ion Battery Data: From Production to PredictionBatteriesHelp us add it: Lithium–Ion Battery Data: From Production to Prediction
- Method of Lines for flexible coupling of the Single Particle Model for Lithium-Ion Batteries demonstrated by thermal modellingJournal of Energy StorageHelp us add it: Method of Lines for flexible coupling of the Single Particle Model for Lithium-Ion Batteries demonstrated by thermal modelling
- Mitigation of Voltage Violation for Battery Fast Charging Based on Data-Driven OptimizationCommunications in computer and information scienceHelp us add it: Mitigation of Voltage Violation for Battery Fast Charging Based on Data-Driven Optimization
- Modeling of Lithium Plating and Stripping Dynamics during Fast ChargingBatteriesHelp us add it: Modeling of Lithium Plating and Stripping Dynamics during Fast Charging
- MSCC-DRL: Multi-Stage constant current based on deep reinforcement learning for fast charging of lithium ion batteryJournal of Energy StorageHelp us add it: MSCC-DRL: Multi-Stage constant current based on deep reinforcement learning for fast charging of lithium ion battery
- Multiobjective Battery Charging Strategy Based on Deep Reinforcement LearningIEEE Transactions on Transportation ElectrificationHelp us add it: Multiobjective Battery Charging Strategy Based on Deep Reinforcement Learning
- Overview of Digital Twin Platforms for EV ApplicationsSensorsHelp us add it: Overview of Digital Twin Platforms for EV Applications
- Python for Electrochemistry: A Free and All-In-One ToolsetECS AdvancesHelp us add it: Python for Electrochemistry: A Free and All-In-One Toolset
- Software‐in‐the‐loop simulation for developing and testing carbon‐aware applicationsSoftware Practice and ExperienceHelp us add it: Software‐in‐the‐loop simulation for developing and testing carbon‐aware applications
- SOH estimation method for lithium-ion batteries under low temperature conditions with nonlinear correctionJournal of Energy StorageHelp us add it: SOH estimation method for lithium-ion batteries under low temperature conditions with nonlinear correction
- Sparse Modeling of Energy Storage Systems in Presence of NoiseIFAC-PapersOnLineHelp us add it: Sparse Modeling of Energy Storage Systems in Presence of Noise
- State of charge estimation combining physics-based and artificial intelligence models for Lithium-ion batteriesJournal of Energy StorageHelp us add it: State of charge estimation combining physics-based and artificial intelligence models for Lithium-ion batteries
- Warburg Conductivity for Binary Electrolyte for Enabling Electrolyte Screening and Efficient Battery OperationsJournal of The Electrochemical SocietyHelp us add it: Warburg Conductivity for Binary Electrolyte for Enabling Electrolyte Screening and Efficient Battery Operations
- π Learning: A Performance‐Informed Framework for Microstructural Electrode DesignAdvanced Energy MaterialsHelp us add it: π Learning: A Performance‐Informed Framework for Microstructural Electrode Design
2022
- Methodology for Accelerated Inter-Cycle Simulations of Li-ion Battery Degradation with Intra-Cycle Resolved Degradation MechanismsProceedings of the ... American Control Conference/Proceedings of the American Control Conference · Joint work with Anna Stefanopoulou and Valentin SulzerHelp us add it: Methodology for Accelerated Inter-Cycle Simulations of Li-ion Battery Degradation with Intra-Cycle Resolved Degradation Mechanisms
- A High Performance Simulation Framework for Battery Modular Multilevel Management ConverterInternational Conference on Smart Energy Systems and Technologies (SEST)Help us add it: A High Performance Simulation Framework for Battery Modular Multilevel Management Converter
- A robust numerical treatment of solid-phase diffusion in pseudo two-dimensional lithium-ion battery modelsJournal of Power SourcesHelp us add it: A robust numerical treatment of solid-phase diffusion in pseudo two-dimensional lithium-ion battery models
- Application of He's homotopy and perturbation method to solve heat transfer equations: A python approachAdvances in Engineering SoftwareHelp us add it: Application of He's homotopy and perturbation method to solve heat transfer equations: A python approach
- cideMOD: An Open Source Tool for Battery Cell Inhomogeneous Performance UnderstandingJournal of The Electrochemical SocietyHelp us add it: cideMOD: An Open Source Tool for Battery Cell Inhomogeneous Performance Understanding
- Electrolyte based Equivalent Circuit Model of Lithium ion Batteries for Intermittent Load ApplicationsIEEE International Conference on Power Electronics, Smart Grid, and Renewable Energy (PESGRE)Help us add it: Electrolyte based Equivalent Circuit Model of Lithium ion Batteries for Intermittent Load Applications
- Evaluation of the degree of rate control via automatic differentiationAIChE JournalHelp us add it: Evaluation of the degree of rate control via automatic differentiation
- Impact of Carbon Binder Domain on the Performance of Lithium-metal BatteriesJournal of The Electrochemical SocietyHelp us add it: Impact of Carbon Binder Domain on the Performance of Lithium-metal Batteries
- Implementation of Buckingham's Pi theorem using PythonAdvances in Engineering SoftwareHelp us add it: Implementation of Buckingham's Pi theorem using Python
- Improving Li-ion battery parameter estimation by global optimal experiment designJournal of Energy StorageHelp us add it: Improving Li-ion battery parameter estimation by global optimal experiment design
- Influence of geometrical manufacturing tolerances on lithium‐ion battery performanceInternational Journal of Energy ResearchHelp us add it: Influence of geometrical manufacturing tolerances on lithium‐ion battery performance
- Investigating Accurate Electrochemical Battery Models for Intermittent Discharge ApplicationsIEEE International Conference on Power Electronics, Smart Grid, and Renewable Energy (PESGRE)Help us add it: Investigating Accurate Electrochemical Battery Models for Intermittent Discharge Applications
- Modelling air standard thermodynamic cycles using pythonAdvances in Engineering SoftwareHelp us add it: Modelling air standard thermodynamic cycles using python
- Novel Operating Modes for the Charging of Lithium-ion BatteriesJournal of The Electrochemical SocietyHelp us add it: Novel Operating Modes for the Charging of Lithium-ion Batteries
- Parametrization of physics-based battery models from input–output data: A review of methodology and current researchJournal of Power SourcesHelp us add it: Parametrization of physics-based battery models from input–output data: A review of methodology and current research
- Performance Analysis of Electrical Vehicle Battery Thermal Management SystemSAE technical papers on CD-ROM/SAE technical paper seriesHelp us add it: Performance Analysis of Electrical Vehicle Battery Thermal Management System
- Second Life Batteries: Current Regulatory Framework, Evaluation Methods, and Economic AssessmentIEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)Help us add it: Second Life Batteries: Current Regulatory Framework, Evaluation Methods, and Economic Assessment
- The ARTISTIC Online Calculator: Exploring the Impact of Lithium‐Ion Battery Electrode Manufacturing Parameters Interactively Through Your BrowserBatteries & SupercapsHelp us add it: The ARTISTIC Online Calculator: Exploring the Impact of Lithium‐Ion Battery Electrode Manufacturing Parameters Interactively Through Your Browser
- Thermal-electrochemical parameters of a high energy lithium-ion cylindrical batteryElectrochimica ActaHelp us add it: Thermal-electrochemical parameters of a high energy lithium-ion cylindrical battery
- Toward Rigorous Validation of Li-S Battery ModelsJournal of The Electrochemical SocietyHelp us add it: Toward Rigorous Validation of Li-S Battery Models
- Untangling Degradation Chemistries of Lithium‐Sulfur Batteries Through Interpretable Hybrid Machine LearningAngewandte Chemie International EditionHelp us add it: Untangling Degradation Chemistries of Lithium‐Sulfur Batteries Through Interpretable Hybrid Machine Learning
2021
- The challenge and opportunity of battery lifetime prediction from field dataJoule · Joint work with Anna Stefanopoulou and David Howey and Valentin SulzerHelp us add it: The challenge and opportunity of battery lifetime prediction from field data
- From Atoms to Cells: Multiscale Modeling of LiNixMnyCozO2 Cathodes for Li-Ion BatteriesACS Energy LettersHelp us add it: From Atoms to Cells: Multiscale Modeling of LiNixMnyCozO2 Cathodes for Li-Ion Batteries
- A Robust and Sleek Electrochemical Battery Model Implementation: A MATLAB® FrameworkJournal of The Electrochemical SocietyHelp us add it: A Robust and Sleek Electrochemical Battery Model Implementation: A MATLAB® Framework
- Accurate Equivalent Circuit Parameter Estimation Using Electrochemical Battery Modelling for Pulsed Load ApplicationsIEEE Mysore Sub Section International Conference (MysuruCon)Help us add it: Accurate Equivalent Circuit Parameter Estimation Using Electrochemical Battery Modelling for Pulsed Load Applications
- An improved electrochemical‐based model to estimate battery equivalent circuit parameters for pulsed discharge scenariosEnergy StorageHelp us add it: An improved electrochemical‐based model to estimate battery equivalent circuit parameters for pulsed discharge scenarios
- Determination of state-of-charge dependent diffusion coefficients and kinetic rate constants of phase changing electrode materials using physics-based modelsJournal of Power Sources AdvancesHelp us add it: Determination of state-of-charge dependent diffusion coefficients and kinetic rate constants of phase changing electrode materials using physics-based models
- Digitalization of Battery Manufacturing: Current Status, Challenges, and OpportunitiesAdvanced Energy MaterialsHelp us add it: Digitalization of Battery Manufacturing: Current Status, Challenges, and Opportunities
- Environmental Traffic Modeling and Simulation SIL Toolset for Electrified VehiclesSAE technical papers on CD-ROM/SAE technical paper seriesHelp us add it: Environmental Traffic Modeling and Simulation SIL Toolset for Electrified Vehicles
- Impact of Data Sampling Methods on the Performance of Data-driven Parameter Identification for Lithium ion BatteriesIFAC-PapersOnLineHelp us add it: Impact of Data Sampling Methods on the Performance of Data-driven Parameter Identification for Lithium ion Batteries
- Implementation of Battery Digital Twin: Approach, Functionalities and BenefitsBatteriesHelp us add it: Implementation of Battery Digital Twin: Approach, Functionalities and Benefits
- Learning physics based models of Lithium-ion BatteriesIFAC-PapersOnLineHelp us add it: Learning physics based models of Lithium-ion Batteries
- Methods—PETLION: Open-Source Software for Millisecond-Scale Porous Electrode Theory-Based Lithium-Ion Battery SimulationsJournal of The Electrochemical SocietyHelp us add it: Methods—PETLION: Open-Source Software for Millisecond-Scale Porous Electrode Theory-Based Lithium-Ion Battery Simulations
- Novel Method for Estimating State of Health for Lead-Acid BatteriesIEEE Conference on Energy ConversionHelp us add it: Novel Method for Estimating State of Health for Lead-Acid Batteries
- OpenImpala: OPEN source IMage based PArallisable Linear Algebra solverSoftwareXHelp us add it: OpenImpala: OPEN source IMage based PArallisable Linear Algebra solver
- Towards autonomous high-throughput multiscale modelling of battery interfacesEnergy & Environmental ScienceHelp us add it: Towards autonomous high-throughput multiscale modelling of battery interfaces
2020
- Analysis of Lithium-Ion Battery Failure and PyBaMM's Viability in Simulating ThemIEEE MIT Undergraduate Research Technology Conference (URTC)Help us add it: Analysis of Lithium-Ion Battery Failure and PyBaMM's Viability in Simulating Them
- Battery digital twins: Perspectives on the fusion of models, data and artificial intelligence for smart battery management systemsEnergy and AIHelp us add it: Battery digital twins: Perspectives on the fusion of models, data and artificial intelligence for smart battery management systems
- Communication—Prediction of Thermal Issues for Larger Format 4680 Cylindrical Cells and Their Mitigation with Enhanced Current CollectionJournal of The Electrochemical SocietyHelp us add it: Communication—Prediction of Thermal Issues for Larger Format 4680 Cylindrical Cells and Their Mitigation with Enhanced Current Collection