Virtual VenkatAI
Built from Venkat Viswanathan's papers · University of Michigan
52 of 185papers in Venkat's battery bibliography are read in full
Virtual Venkat answers only from the full-text papers, which are open access. The other 133 are paywalled or had no open-access copy, so it knows only their titles: it can point you to them but can't say what they found. Wrote one of them, or know a free copy? Help us add it.
The work in brief
Venkat's work spans battery science from atomistic mechanisms to vehicle-level requirements. Early papers (2011–2016) used first-principles calculations to study nonaqueous Li–O2 batteries: charge transport through Li2O2, solvent stability descriptors, and how solvating additives and electrolyte anions drive solution-mediated discharge and toroid growth. From around 2016 the focus moved to lithium metal anodes, where it developed stability criteria for electrodeposition at solid–solid interfaces, machine-learning screening of solid electrolytes for dendrite suppression, phase-field simulations of dendrite growth, and studies of voids and chemomechanics in solid-state batteries. Alongside this ran DFT phase studies of graphite and NMC cathodes with uncertainty quantification, and electrode kinetics beyond Butler–Volmer, such as Marcus–Hush–Chidsey models implemented in open-source tools.
A second strand assesses what batteries must deliver for electrified transport, including performance metrics for electric semi-trucks, VTOL and commercial aircraft, safety and degradation of aircraft batteries, an eVTOL cycling dataset, and battery state estimation and observers. Since about 2019 the work has increasingly combined machine learning, automation and differentiable programming. This includes robotic electrolyte optimization with Bayesian planning (Clio, Dragonfly), the differentiable geometric deep learning model DiffMix, machine-learning interatomic potentials for lithium, self-driving labs for salt solubility, and a proposed "differentiable electrochemistry" paradigm. Recent papers also examine SEI formation during cell formation and design targets for solid-state batteries.
AI-written from the paper titles and abstracts; Venkat hasn't reviewed it.
Themes
Autonomous and differentiable electrolyte design8 papers
Coupling robotic experimentation, Bayesian optimization and physics-informed or differentiable machine-learning models to optimize nonaqueous electrolyte properties such as conductivity and solubility.
- 2022Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning coupling
- 2020Autonomous Discovery of Battery Electrolytes with Robotic Experimentation and Machine Learning
- 2024Differentiable modeling and optimization of non-aqueous Li-based battery electrolyte solutions using geometric deep learning
- 2019Benchmarking Conductivity Predictions of the Advanced Electrolyte Model (AEM) for Aqueous Systems
- 2019Descriptors for Electrolyte-Renormalized Oxidative Stability of Solvents in Lithium-Ion Batteries
- 2026SALSA: a low-cost self-driving lab modular add-on for salt solubility assessment for battery electrolytes · title only
- 2025Excess density as a descriptor for electrolyte solvent design
- 2026Differentiable Solvation Shell Model for Rational Electrolyte Design
Lithium metal and solid-state interfaces8 papers
Theory, simulation and experiment on dendrite formation, electrodeposition stability, void formation and chemomechanics at lithium metal–electrolyte interfaces.
- 2017Stability of Electrodeposition at Solid-Solid Interfaces and Implications for Metal Anodes
- 2017Role of anisotropy in determining stability of electrodeposition at solid-solid interfaces
- 2018Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Suppression of Dendrite Formation in Lithium Metal Anodes
- 2020Universal chemomechanical design rules for solid-ion conductors to prevent dendrite formation in lithium metal batteries
- 2018Phase-Field Simulations of Lithium Dendrite Growth with Open-Source Software
- 2020Design rules for liquid crystalline electrolytes for enabling dendrite-free lithium metal batteries
- 2022Chemomechanics: Friend or foe of the “AND problem” of solid-state batteries?
- 2025Controlling moving interfaces in solid-state batteries
Nonaqueous metal–oxygen battery chemistry7 papers
First-principles and combined experimental studies of discharge product growth, charge transport, solvent stability and electrolyte effects in Li–O2 and related metal–air batteries.
- 2014Solvating additives drive solution-mediated electrochemistry and enhance toroid growth in non-aqueous Li–O2 batteries
- 2015Enhancing electrochemical intermediate solvation through electrolyte anion selection to increase nonaqueous Li–O 2 battery capacity
- 2017Effect of dynamic surface polarization on the oxidative stability of solvents in nonaqueous Li−O2 batteries
- 2018Understanding Ion Pairing in High-Salt Concentration Electrolytes Using Classical Molecular Dynamics Simulations and Its Implications for Nonaqueous Li–O2 Batteries
- 2011Electrical conductivity in Li2O2 and its role in determining capacity limitations in non-aqueous Li-O2 batteries
- 2014Identifying Descriptors for Solvent Stability in Nonaqueous Li–O2 Batteries · title only
- 2013Tunneling and Polaron Charge Transport through Li 2 O 2 in Li–O 2 Batteries · title only
Electrification of aviation and vehicles8 papers
Performance, safety, degradation and cost requirements for batteries in electric aircraft, trucks and vehicles, plus datasets and state estimation for battery packs.
- 2021The promise of energy-efficient battery-powered urban aircraft
- 2021A review of safety considerations for batteries in aircraft with electric propulsion
- 2023A battery dataset for electric vertical takeoff and landing aircraft
- 2021Cell-Level State of Charge Estimation for Battery Packs Under Minimal Sensing
- 2017Vulnerabilities of Electric Vehicle Battery Packs to Cyberattacks
- 2020Performance Metrics Required of Next-Generation Batteries to Electrify Commercial Aircraft · title only
- 2018Performance Metrics Required of Next-Generation Batteries to Electrify Vertical Takeoff and Landing (VTOL) Aircraft · title only
- 2022The challenges and opportunities of battery-powered flight · title only
First-principles electrode and kinetics modeling8 papers
DFT, machine-learning potentials and kinetic theory for electrode thermodynamics, phase diagrams and interfacial reaction rates beyond Butler–Volmer.
- 2020Marcus–Hush–Chidsey kinetics at electrode–electrolyte interfaces
- 2023Nonequilibrium Electrochemical Phase Maps: Beyond Butler–Volmer Kinetics
- 2020Kinetics of lithium electrodeposition and stripping
- 2018Robust high-fidelity DFT study of the lithium-graphite phase diagram
- 2019Towards Ultra Low Cobalt Cathodes: A High Fidelity Computational Phase Search of Layered Li-Ni-Mn-Co Oxides
- 2024Accurate Surface and Finite-Temperature Bulk Properties of Lithium Metal at Large Scales Using Machine Learning Interaction Potentials
- 2021Interfaces in Solid Electrolyte Interphase: Implications for Lithium-Ion Batteries
- 2019Computational Screening of Current Collectors for Enabling Anode-Free Lithium Metal Batteries
Bibliography
Open-access papers. Virtual Venkat searches these page by page and cites them.
2026
- Differentiable Solvation Shell Model for Rational Electrolyte DesignarXiv (Cornell University)
2025
- Controlling moving interfaces in solid-state batteriesProceedings of the Royal Society A Mathematical Physical and Engineering Sciences
- Differentiable Electrochemistry: A paradigm for uncovering hidden physical phenomena in electrochemical systemsarXiv (Cornell University)
- Excess density as a descriptor for electrolyte solvent designThe Journal of Chemical Physics
- Fast data augmentation for battery degradation predictionEnergy and AI
2024
- Accurate Surface and Finite-Temperature Bulk Properties of Lithium Metal at Large Scales Using Machine Learning Interaction PotentialsACS Omega
- Differentiable modeling and optimization of non-aqueous Li-based battery electrolyte solutions using geometric deep learningNature Communications
- Vibrational Entropy and Free Energy of Solid Lithium using Covariance of Atomic Displacements Enabled by Machine LearningarXiv (Cornell University)
2023
- A battery dataset for electric vertical takeoff and landing aircraftScientific Data
- Differentiable Modeling and Optimization of Battery Electrolyte Mixtures Using Geometric Deep LearningarXiv (Cornell University)
- Nonequilibrium Electrochemical Phase Maps: Beyond Butler–Volmer KineticsThe Journal of Physical Chemistry Letters
- The Emerging Layered Hydroxide Plates with Record Thickness for Enhanced High‐Mass‐Loading Energy StorageAdvanced Materials
2022
- AutoMat: Automated materials discovery for electrochemical systemsMRS Bulletin · Joint work with Valentin Sulzer
- Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning couplingNature Communications
- Chemomechanics: Friend or foe of the “AND problem” of solid-state batteries?Current Opinion in Solid State and Materials Science
- Principles of the Battery Data GenomeJoule · Joint work with David Howey
2021
- A Minimal Information Set To Enable Verifiable Theoretical Battery ResearchACS Energy Letters · Joint work with David Howey and Valentin Sulzer
- A review of safety considerations for batteries in aircraft with electric propulsionMRS Bulletin
- Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning
- Cell-Level State of Charge Estimation for Battery Packs Under Minimal SensingarXiv (Cornell University)
- Interfaces in Solid Electrolyte Interphase: Implications for Lithium-Ion BatteriesThe Journal of Physical Chemistry C
- Semi-solid alkali metal electrodes enabling high critical current densities in solid electrolyte batteriesNature Energy
- The promise of energy-efficient battery-powered urban aircraftProceedings of the National Academy of Sciences
- Thermodynamics of Lithium Stripping and Limits for Fast Discharge in Lithium Metal BatteriesarXiv (Cornell University)
2020
- AutoMat: Accelerated Computational Electrochemical systems DiscoveryarXiv (Cornell University) · Joint work with Valentin Sulzer
- Autonomous Discovery of Battery Electrolytes with Robotic Experimentation and Machine LearningCell Reports Physical Science
- Design principles for self-forming interfaces enabling stable lithium-metal anodesProceedings of the National Academy of Sciences
- Design rules for liquid crystalline electrolytes for enabling dendrite-free lithium metal batteriesProceedings of the National Academy of Sciences
- Fostering a Sustainable Community in BatteriesACS Energy Letters · Joint work with David Howey
- Kinetics of lithium electrodeposition and strippingThe Journal of Chemical Physics
- Marcus–Hush–Chidsey kinetics at electrode–electrolyte interfacesThe Journal of Chemical Physics
- Universal Battery Performance and Degradation Model for Electric AircraftChemRxiv
- Universal chemomechanical design rules for solid-ion conductors to prevent dendrite formation in lithium metal batteriesNature Materials
2019
- Benchmarking Conductivity Predictions of the Advanced Electrolyte Model (AEM) for Aqueous SystemsJournal of The Electrochemical Society
- Computational Screening of Current Collectors for Enabling Anode-Free Lithium Metal BatteriesACS Energy Letters
- Descriptors for Electrolyte-Renormalized Oxidative Stability of Solvents in Lithium-Ion BatteriesThe Journal of Physical Chemistry Letters
- Prospect of Thermal Shock Induced Healing of Lithium DendriteACS Energy Letters
- Towards Ultra Low Cobalt Cathodes: A High Fidelity Computational Phase Search of Layered Li-Ni-Mn-Co OxidesJournal of The Electrochemical Society
2018
- Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Suppression of Dendrite Formation in Lithium Metal AnodesACS Central Science
- Phase-Field Simulations of Lithium Dendrite Growth with Open-Source SoftwareACS Energy Letters
- Robust high-fidelity DFT study of the lithium-graphite phase diagramPhysical Review Materials
- Role of Disorder in NaO2 and Its Implications for Na–O2 BatteriesThe Journal of Physical Chemistry C
- Understanding Ion Pairing in High-Salt Concentration Electrolytes Using Classical Molecular Dynamics Simulations and Its Implications for Nonaqueous Li–O2 BatteriesThe Journal of Physical Chemistry C
2017
- Effect of dynamic surface polarization on the oxidative stability of solvents in nonaqueous Li−O2 batteriesPhysical Review Materials
- Review—Practical Challenges Hindering the Development of Solid State Li Ion BatteriesJournal of The Electrochemical Society
- Role of anisotropy in determining stability of electrodeposition at solid-solid interfacesPhysical Review Materials
- Stability of Electrodeposition at Solid-Solid Interfaces and Implications for Metal AnodesPhysical Review Letters
- Vulnerabilities of Electric Vehicle Battery Packs to CyberattacksarXiv (Cornell University)
2016
- Enhanced strength and temperature dependence of mechanical properties of Li at small scales and its implications for Li metal anodesProceedings of the National Academy of Sciences
2015
- Enhancing electrochemical intermediate solvation through electrolyte anion selection to increase nonaqueous Li–O 2 battery capacityProceedings of the National Academy of Sciences
2014
2011
- Electrical conductivity in Li2O2 and its role in determining capacity limitations in non-aqueous Li-O2 batteriesThe Journal of Chemical Physics
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
- Adaptive Voiding Enables Interfacial Morphological Control at Low Stack Pressure in Solid-State BatteriesChemRxivHelp us add it: Adaptive Voiding Enables Interfacial Morphological Control at Low Stack Pressure in Solid-State Batteries
- 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
- Differentiable Electrochemistry: A Paradigm Characterizing Physical Laws in Electrochemical SystemsACS Energy LettersHelp us add it: Differentiable Electrochemistry: A Paradigm Characterizing Physical Laws in Electrochemical Systems
- Powering the Persistent Observation of Earth: Battery Targets for Solar Stratospheric AircraftACS Energy LettersHelp us add it: Powering the Persistent Observation of Earth: Battery Targets for Solar Stratospheric Aircraft
- SALSA: a low-cost self-driving lab modular add-on for salt solubility assessment for battery electrolytesDigital DiscoveryHelp us add it: SALSA: a low-cost self-driving lab modular add-on for salt solubility assessment for battery electrolytes
- Structural Changes and Oxygen Dimerization in Li-Rich Layered Oxide Cathodes: An Atomic-Scale StudyChemistry of MaterialsHelp us add it: Structural Changes and Oxygen Dimerization in Li-Rich Layered Oxide Cathodes: An Atomic-Scale Study
2025
- (Invited) Unification of Chemical and Electrochemical Thermodynamics of ElectrodesECS Meeting AbstractsHelp us add it: (Invited) Unification of Chemical and Electrochemical Thermodynamics of Electrodes
- Artificial Intelligence for Electrolyte Design: Going Beyond the Molecular ParadigmThe Electrochemical Society InterfaceHelp us add it: Artificial Intelligence for Electrolyte Design: Going Beyond the Molecular Paradigm
- Automatic Generation of Chemical Mechanisms for Electrochemical Systems: Solid Electrolyte Interphase Formation in Lithium BatteriesThe Journal of Physical Chemistry CHelp us add it: Automatic Generation of Chemical Mechanisms for Electrochemical Systems: Solid Electrolyte Interphase Formation in Lithium Batteries
- Contrasting Sodium-Ion and Lithium-Ion Localized High-Concentration Electrolytes with Molecular Dynamics SimulationsECS Meeting AbstractsHelp us add it: Contrasting Sodium-Ion and Lithium-Ion Localized High-Concentration Electrolytes with Molecular Dynamics Simulations
- Critical Design Parameters for All-Solid-State Batteries to Achieve 350 Wh/Kg Specific Energy at C/3ECS Meeting AbstractsHelp us add it: Critical Design Parameters for All-Solid-State Batteries to Achieve 350 Wh/Kg Specific Energy at C/3
- Design and Optimization of Non-Aqueous Electrolytes via Excess-Quantities and Robotic ExperimentationECS Meeting AbstractsHelp us add it: Design and Optimization of Non-Aqueous Electrolytes via Excess-Quantities and Robotic Experimentation
- Designing Localized High Concentration Electrolytes Based on Donor Number: An Ising Model ApproachECS Meeting AbstractsHelp us add it: Designing Localized High Concentration Electrolytes Based on Donor Number: An Ising Model Approach
- Editors’ Note: The Rise of AI and its Role in Revolutionizing Battery TechnologyThe Electrochemical Society InterfaceHelp us add it: Editors’ Note: The Rise of AI and its Role in Revolutionizing Battery Technology
- Effective Li-Ion Transport Quantification in Composite Cathodes for All-Solid-State Batteries via Multiscale Modeling and ExperimentsChemistry of MaterialsHelp us add it: Effective Li-Ion Transport Quantification in Composite Cathodes for All-Solid-State Batteries via Multiscale Modeling and Experiments
- ElyteOS: Software for Automated Electrolyte Preparation, Measurement, and Data ManagementChemRxivHelp us add it: ElyteOS: Software for Automated Electrolyte Preparation, Measurement, and Data Management
- Excess Density of Ternary Mixtures of Non-Aqueous Electrolyte Solvents with Molecular Dynamics SimulationsECS Meeting AbstractsHelp us add it: Excess Density of Ternary Mixtures of Non-Aqueous Electrolyte Solvents with Molecular Dynamics Simulations
- Formation Accelerated Side-Reactions Test: A Technique to Study Anode Passivation during Lithium-Ion Cell FormationChemistry of MaterialsHelp us add it: Formation Accelerated Side-Reactions Test: A Technique to Study Anode Passivation during Lithium-Ion Cell Formation
- Formation Accelerated Stress Test (FAST): A New Technique to Study Anode Passivation in Lithium-ion Cells using Differential Capacity, Low Salt Concentration and Low Temperature.ChemRxivHelp us add it: Formation Accelerated Stress Test (FAST): A New Technique to Study Anode Passivation in Lithium-ion Cells using Differential Capacity, Low Salt Concentration and Low Temperature.
- Low Salt Concentration and Temperature during Formation as a Tool to Characterize the Passivation of the Anode Solid Electrolyte InterfaceECS Meeting AbstractsHelp us add it: Low Salt Concentration and Temperature during Formation as a Tool to Characterize the Passivation of the Anode Solid Electrolyte Interface
- Nuclear magnetic resonance spectroscopy and differential capacity analysis as tools to study electrolyte consumption during the formation cycle of Li-ion pouch cellsJournal of Power SourcesHelp us add it: Nuclear magnetic resonance spectroscopy and differential capacity analysis as tools to study electrolyte consumption during the formation cycle of Li-ion pouch cells
- SALSA: A low-cost self-driving lab for salt solubility assessment for battery electrolytesChemRxivHelp us add it: SALSA: A low-cost self-driving lab for salt solubility assessment for battery electrolytes
- Self-Driving Lab for Non-Aqueous Electrolytes Salt Solubility MeasurementECS Meeting AbstractsHelp us add it: Self-Driving Lab for Non-Aqueous Electrolytes Salt Solubility Measurement
- State estimation of solid-state batteries via a distributed parameter electrochemical modelAutomaticaHelp us add it: State estimation of solid-state batteries via a distributed parameter electrochemical model
2024
- (Invited) Multi-Physics Modeling of Electrochemical Interfacial PhenomenaECS Meeting AbstractsHelp us add it: (Invited) Multi-Physics Modeling of Electrochemical Interfacial Phenomena
- A Coupled NMR and Differential Capacity Study of the Consumption of Electrolyte and Additive Components during the Formation Cycle of Li-Ion Pouch CellsECS Meeting AbstractsHelp us add it: A Coupled NMR and Differential Capacity Study of the Consumption of Electrolyte and Additive Components during the Formation Cycle of Li-Ion Pouch Cells
- Applications – Transportation Applications / Aviation - BatteriesElsevier eBooksHelp us add it: Applications – Transportation Applications / Aviation - Batteries
- High-Fidelity Accelerated Design of High-performance Electrochemical SystemsHelp us add it: High-Fidelity Accelerated Design of High-performance Electrochemical Systems
- Omics-enabled understanding of electric aircraft battery electrolytesJouleHelp us add it: Omics-enabled understanding of electric aircraft battery electrolytes
- Uncovering Conversion Reaction Mechanism of FeF2 Cathode with Machine Learning Force FieldECS Meeting AbstractsHelp us add it: Uncovering Conversion Reaction Mechanism of FeF2 Cathode with Machine Learning Force Field
- Void-Suppression at Low Stack Pressures Using a Microstructurally Engineered AnodeECS Meeting AbstractsHelp us add it: Void-Suppression at Low Stack Pressures Using a Microstructurally Engineered Anode
2023
- Investigating Charge Transfer Mechanisms at Graphene-Electrolyte Interfaces for Enabling Rechargeable Li-CFx Batteries Via Electrochemical FluorinationECS Meeting AbstractsHelp us add it: Investigating Charge Transfer Mechanisms at Graphene-Electrolyte Interfaces for Enabling Rechargeable Li-CFx Batteries Via Electrochemical Fluorination
- Localized Recrystallization of a Lithium-Metal Anode during Fast Stripping in High-Activity Liquid ElectrolytesACS Applied Materials & InterfacesHelp us add it: Localized Recrystallization of a Lithium-Metal Anode during Fast Stripping in High-Activity Liquid Electrolytes
- Massively Distributed Bayesian Analysis of Electric Aircraft Battery DegradationACS Energy Letters · Joint work with Valentin SulzerHelp us add it: Massively Distributed Bayesian Analysis of Electric Aircraft Battery Degradation
- Quasi-Rechargeability in Li-CFx BatteriesECS Meeting AbstractsHelp us add it: Quasi-Rechargeability in Li-CFx Batteries
2022
- A Model Predictive Control Scheme for Fast Charging via Accurate Quadratic Battery ModelsProceedings of the ... American Control Conference/Proceedings of the American Control ConferenceHelp us add it: A Model Predictive Control Scheme for Fast Charging via Accurate Quadratic Battery Models
- Activity-Modulated Localized Recrystallization during Lithium Stripping at the Electrode-Electrolyte InterfaceChemRxivHelp us add it: Activity-Modulated Localized Recrystallization during Lithium Stripping at the Electrode-Electrolyte Interface
- Beyond Battery State of Charge Estimation: Observer for Electrode-Level State and Cyclable Lithium With Electrolyte DynamicsIEEE Transactions on Transportation ElectrificationHelp us add it: Beyond Battery State of Charge Estimation: Observer for Electrode-Level State and Cyclable Lithium With Electrolyte Dynamics
- Direct correlation between void formation and lithium dendrite growth in solid-state electrolytes with interlayersNature MaterialsHelp us add it: Direct correlation between void formation and lithium dendrite growth in solid-state electrolytes with interlayers
- Energetics of Phase Transformation Mechanisms in Li-CFx BatteriesChemistry of MaterialsHelp us add it: Energetics of Phase Transformation Mechanisms in Li-CFx Batteries
- Polymer-Stabilized Liquid Metal Nanoparticles as a Scalable Current Collector Engineering Approach Enabling Lithium Metal AnodesACS Applied Energy MaterialsHelp us add it: Polymer-Stabilized Liquid Metal Nanoparticles as a Scalable Current Collector Engineering Approach Enabling Lithium Metal Anodes
- Predicting Electrolyte Conductivity Directly from Molecular-Level InteractionsACS Energy LettersHelp us add it: Predicting Electrolyte Conductivity Directly from Molecular-Level Interactions
- Self-assembling and self-healing rechargeable Li batteries Final Scientific/Technical ReportHelp us add it: Self-assembling and self-healing rechargeable Li batteries Final Scientific/Technical Report
- The challenges and opportunities of battery-powered flightNatureHelp us add it: The challenges and opportunities of battery-powered flight
- Thermodynamic Analysis of Initial Steps for Void Formation at Lithium/Solid Electrolyte Interphase InterfacesACS Energy LettersHelp us add it: Thermodynamic Analysis of Initial Steps for Void Formation at Lithium/Solid Electrolyte Interphase Interfaces
2021
- (Invited) Designing Fault-Tolerant Interfaces Between Metal Electrodes and Solid ElectrolytesECS Meeting AbstractsHelp us add it: (Invited) Designing Fault-Tolerant Interfaces Between Metal Electrodes and Solid Electrolytes
- (Invited) Semi-Solid Alkali Metal Electrodes Enabling High Critical Current Densities and Accessible Areal Capacities in Solid Electrolyte BatteriesECS Meeting AbstractsHelp us add it: (Invited) Semi-Solid Alkali Metal Electrodes Enabling High Critical Current Densities and Accessible Areal Capacities in Solid Electrolyte Batteries
- (Invited) Techno-Economic Analysis of Electrochemical Systems for Electrification of Transportation and AviationECS Meeting AbstractsHelp us add it: (Invited) Techno-Economic Analysis of Electrochemical Systems for Electrification of Transportation and Aviation
- Co-Electrodeposition Mechanism in Rechargeable Metal BatteriesACS Energy LettersHelp us add it: Co-Electrodeposition Mechanism in Rechargeable Metal Batteries
- Computational Screening Study of Intercalated Dopants for Enhanced Rate Performance in Li- CFx BatteriesECS Meeting AbstractsHelp us add it: Computational Screening Study of Intercalated Dopants for Enhanced Rate Performance in Li- CFx Batteries
- Design Rules for Selecting Fluorinated Linear Organic Solvents for Li Metal BatteriesThe Journal of Physical Chemistry LettersHelp us add it: Design Rules for Selecting Fluorinated Linear Organic Solvents for Li Metal Batteries
- How Machine Learning Will Revolutionize Electrochemical SciencesACS Energy LettersHelp us add it: How Machine Learning Will Revolutionize Electrochemical Sciences
- INCEPTS: Software for high-fidelity electric vehicle en route state of charge estimation, fleet analysis and charger deploymenteTransportationHelp us add it: INCEPTS: Software for high-fidelity electric vehicle en route state of charge estimation, fleet analysis and charger deployment
- Magnetic Compton Scattering Study of Li-Rich Battery MaterialsCondensed MatterHelp us add it: Magnetic Compton Scattering Study of Li-Rich Battery Materials
- Modeling of Lithium Intercalation in Twisted Bilayer GrapheneJournal of The Electrochemical SocietyHelp us add it: Modeling of Lithium Intercalation in Twisted Bilayer Graphene
- PDE Observer for All-Solid-State Batteries via an Electrochemical ModelIEEE Conference on Control Technology and Applications (CCTA)Help us add it: PDE Observer for All-Solid-State Batteries via an Electrochemical Model
- The Iron Age of Automotive Batteries: Techno-economic assessment of batteries with lithium metal anodes paired with iron phosphate cathodesHelp us add it: The Iron Age of Automotive Batteries: Techno-economic assessment of batteries with lithium metal anodes paired with iron phosphate cathodes
- The Iron-Age of Storage Batteries: Techno-Economic Promises and ChallengesHelp us add it: The Iron-Age of Storage Batteries: Techno-Economic Promises and Challenges
- Tomographic reconstruction of oxygen orbitals in lithium-rich battery materialsNatureHelp us add it: Tomographic reconstruction of oxygen orbitals in lithium-rich battery materials
2020
- ACED: Accelerated Computational Electrochemical systems Discovery.arXiv (Cornell University)Help us add it: ACED: Accelerated Computational Electrochemical systems Discovery.
- An accurate machine learning calculator for the lithium-graphite systemJournal of Physics EnergyHelp us add it: An accurate machine learning calculator for the lithium-graphite system
- An accurate machine-learning calculator for optimization of Li-ion battery cathodesThe Journal of Chemical PhysicsHelp us add it: An accurate machine-learning calculator for optimization of Li-ion battery cathodes
- Autonomous Electrolyte Discovery for Batteries with Experimentally Informed Bayesian OptimizationECS Meeting AbstractsHelp us add it: Autonomous Electrolyte Discovery for Batteries with Experimentally Informed Bayesian Optimization
- Beyond Transition Metal Oxide Cathodes for Electric Aviation: The Case of Rechargeable CFxACS Energy LettersHelp us add it: Beyond Transition Metal Oxide Cathodes for Electric Aviation: The Case of Rechargeable CFx
- Challenges in Lithium Metal Anodes for Solid-State BatteriesACS Energy LettersHelp us add it: Challenges in Lithium Metal Anodes for Solid-State Batteries
- Design Principles for Dendrite Suppression with Porous Polymer/Aqueous Solution Hybrid Electrolyte for Zn Metal AnodesACS Energy LettersHelp us add it: Design Principles for Dendrite Suppression with Porous Polymer/Aqueous Solution Hybrid Electrolyte for Zn Metal Anodes
- Engineering Solid Electrolyte Interphase Composition by Assessing Decomposition Pathways of Fluorinated Organic Solvents in Lithium Metal BatteriesJournal of The Electrochemical SocietyHelp us add it: Engineering Solid Electrolyte Interphase Composition by Assessing Decomposition Pathways of Fluorinated Organic Solvents in Lithium Metal Batteries
- Free Radicals: Making a Case for Battery ModelingThe Electrochemical Society Interface · Joint work with David Howey and Valentin SulzerHelp us add it: Free Radicals: Making a Case for Battery Modeling
- Leveraging Cation Identity to Engineer Solid Electrolyte Interphases for Rechargeable Lithium Metal AnodesCell Reports Physical ScienceHelp us add it: Leveraging Cation Identity to Engineer Solid Electrolyte Interphases for Rechargeable Lithium Metal Anodes
- Lithium Peroxide Growth in Li–O2 Batteries via Chemical Disproportionation and Electrochemical Mechanisms: A Potential-Dependent Ab Initio Study with Implicit SolvationThe Journal of Physical Chemistry CHelp us add it: Lithium Peroxide Growth in Li–O2 Batteries via Chemical Disproportionation and Electrochemical Mechanisms: A Potential-Dependent Ab Initio Study with Implicit Solvation
- Lithium Peroxide Growth in Li–O₂ Batteries via Chemical Disproportionation and Electrochemical Mechanisms: A Potential-Dependent Ab Initio Study with Implicit SolvationThe Journal of Physical ChemistryHelp us add it: Lithium Peroxide Growth in Li–O₂ Batteries via Chemical Disproportionation and Electrochemical Mechanisms: A Potential-Dependent Ab Initio Study with Implicit Solvation
- Making a Case for Battery ModelingJoint work with David Howey and Valentin SulzerHelp us add it: Making a Case for Battery Modeling
- Mechanism for Singlet Oxygen Production in Li-Ion and Metal–Air BatteriesACS Energy LettersHelp us add it: Mechanism for Singlet Oxygen Production in Li-Ion and Metal–Air Batteries
- Not All Fluorination Is the Same: Unique Effects of Fluorine Functionalization of Ethylene Carbonate for Tuning Solid-Electrolyte Interphase in Li Metal BatteriesLangmuirHelp us add it: Not All Fluorination Is the Same: Unique Effects of Fluorine Functionalization of Ethylene Carbonate for Tuning Solid-Electrolyte Interphase in Li Metal Batteries
- Performance Metrics Required of Next-Generation Batteries to Electrify Commercial AircraftACS Energy LettersHelp us add it: Performance Metrics Required of Next-Generation Batteries to Electrify Commercial Aircraft
- The road to electric vehicles with lower sticker prices than gas cars – battery costs explainedHelp us add it: The road to electric vehicles with lower sticker prices than gas cars – battery costs explained
2019
- Advanced characterization of high-capacity electrodes with x-ray Compton scatteringBulletin of the American Physical SocietyHelp us add it: Advanced characterization of high-capacity electrodes with x-ray Compton scattering
- An Autonomous Electrochemical Test Stand for Machine Learning Informed Electrolyte OptimizationJournal of The Electrochemical SocietyHelp us add it: An Autonomous Electrochemical Test Stand for Machine Learning Informed Electrolyte Optimization
- Better batteries are fueling a surge of electric scooters in India and ChinaHelp us add it: Better batteries are fueling a surge of electric scooters in India and China
- Dendrite suppression of metal electrodeposition with liquid crystalline electrolytesarXiv (Cornell University)Help us add it: Dendrite suppression of metal electrodeposition with liquid crystalline electrolytes
- Design principles for multicomponent solid electrolytes for lithium metal anodesAPS March Meeting AbstractsHelp us add it: Design principles for multicomponent solid electrolytes for lithium metal anodes
- Electrolyte Design for Self-Forming and Self-Healing SEI Layer for Li Metal AnodesECS Meeting AbstractsHelp us add it: Electrolyte Design for Self-Forming and Self-Healing SEI Layer for Li Metal Anodes
- The role of uncertainty quantification and propagation in accelerating the discovery of electrochemical functional materialsMRS BulletinHelp us add it: The role of uncertainty quantification and propagation in accelerating the discovery of electrochemical functional materials
2018
- An Expansive Exploration for Novel Liquid Electrolytes through Data-Driven Physics-Based ModelingECS Meeting AbstractsHelp us add it: An Expansive Exploration for Novel Liquid Electrolytes through Data-Driven Physics-Based Modeling
- Computational Predictions of NMC Cathode MaterialsBulletin of the American Physical SocietyHelp us add it: Computational Predictions of NMC Cathode Materials
- Data-driven Computational Screening of Solid Electrolytes for Mechanical Suppression of DendritesBulletin of the American Physical SocietyHelp us add it: Data-driven Computational Screening of Solid Electrolytes for Mechanical Suppression of Dendrites
- Effect of Ion Intercalation on Bulk Fullerene StructureBulletin of the American Physical SocietyHelp us add it: Effect of Ion Intercalation on Bulk Fullerene Structure
- Elucidating Singlet Oxygen Production in Li-Ion and Metal-Air BatteriesECS Meeting AbstractsHelp us add it: Elucidating Singlet Oxygen Production in Li-Ion and Metal-Air Batteries
- Exploring MXenes as Cathodes for Non‐Aqueous Lithium–Oxygen Batteries: Design Rules for Selectively Nucleating Li2O2ChemSusChemHelp us add it: Exploring MXenes as Cathodes for Non‐Aqueous Lithium–Oxygen Batteries: Design Rules for Selectively Nucleating Li2O2
- Impact of Size, Shape and Location of Reference Electrodes on Measuring Anode PotentialECS Meeting AbstractsHelp us add it: Impact of Size, Shape and Location of Reference Electrodes on Measuring Anode Potential
- Performance Metrics Required of Next-Generation Batteries to Electrify Vertical Takeoff and Landing (VTOL) AircraftACS Energy LettersHelp us add it: Performance Metrics Required of Next-Generation Batteries to Electrify Vertical Takeoff and Landing (VTOL) Aircraft
- Quantifying robustness of DFT predicted pathways and activity determining elementary steps for electrochemical reactionsThe Journal of Chemical PhysicsHelp us add it: Quantifying robustness of DFT predicted pathways and activity determining elementary steps for electrochemical reactions
- Solid Electrolytes for Stable Electrodeposition in Li Metal Anode-based BatteriesBulletin of the American Physical SocietyHelp us add it: Solid Electrolytes for Stable Electrodeposition in Li Metal Anode-based Batteries
- Towards computational discovery of next-generation batteries for electrification of transportation and aviationBulletin of the American Physical SocietyHelp us add it: Towards computational discovery of next-generation batteries for electrification of transportation and aviation
- Towards First-Principles Design of Battery Components for Current and Next-Generation Li-Ion BatteriesECS Meeting AbstractsHelp us add it: Towards First-Principles Design of Battery Components for Current and Next-Generation Li-Ion Batteries
- Towards Synergistic Electrode–Electrolyte Design Principles for Nonaqueous Li–O$$_2$$ batteriesTopics in Current ChemistryHelp us add it: Towards Synergistic Electrode–Electrolyte Design Principles for Nonaqueous Li–O$$_2$$ batteries
- Towards Ultra Low Cobalt Cathodes: A High Fidelity Phase Search Incorporating Uncertainty Quantification of Li-Ni-Mn-Co OxidesarXiv (Cornell University)Help us add it: Towards Ultra Low Cobalt Cathodes: A High Fidelity Phase Search Incorporating Uncertainty Quantification of Li-Ni-Mn-Co Oxides
2017
- A Reduced Order Model Derived from DFT with Uncertainty Estimation for the Understanding of Magnetic CathodesECS Meeting AbstractsHelp us add it: A Reduced Order Model Derived from DFT with Uncertainty Estimation for the Understanding of Magnetic Cathodes
- Anisotropy in Stability of Electrodeposition at Solid-Solid Interfaces and Implications for Metal AnodesarXiv (Cornell University)Help us add it: Anisotropy in Stability of Electrodeposition at Solid-Solid Interfaces and Implications for Metal Anodes
- Comment on “Alternative strategy for a safe rechargeable battery” by M. H. Braga, N. S. Grundish, A. J. Murchison and J. B. Goodenough, Energy Environ. Sci. , 2017, 10 , 331–336Energy & Environmental ScienceHelp us add it: Comment on “Alternative strategy for a safe rechargeable battery” by M. H. Braga, N. S. Grundish, A. J. Murchison and J. B. Goodenough, Energy Environ. Sci. , 2017, 10 , 331–336
- Evaluating the Potential of Platooning in Lowering the Required Performance Metrics of Li-Ion Batteries to Enable Practical Electric Semi-TrucksACS Energy LettersHelp us add it: Evaluating the Potential of Platooning in Lowering the Required Performance Metrics of Li-Ion Batteries to Enable Practical Electric Semi-Trucks
- Evaluation of Current, Future, and Beyond Li-Ion Batteries for the Electrification of Light Commercial Vehicles: Challenges and OpportunitiesJournal of The Electrochemical SocietyHelp us add it: Evaluation of Current, Future, and Beyond Li-Ion Batteries for the Electrification of Light Commercial Vehicles: Challenges and Opportunities
- MXenes As Candidate Cathodes for Non-Aqueous Lithium-Oxygen BatteriesECS Meeting AbstractsHelp us add it: MXenes As Candidate Cathodes for Non-Aqueous Lithium-Oxygen Batteries
- New Approach of Dendrite Suppression Using Solid Electrolyte to Enable Li Metal AnodesECS Meeting AbstractsHelp us add it: New Approach of Dendrite Suppression Using Solid Electrolyte to Enable Li Metal Anodes
- Performance Metrics Required of Next-Generation Batteries to Make a Practical Electric Semi TruckACS Energy LettersHelp us add it: Performance Metrics Required of Next-Generation Batteries to Make a Practical Electric Semi Truck
- Quantification of Rotational and Magnetic Disorder in Aprotic Sodium-Oxygen BatteriesECS Meeting AbstractsHelp us add it: Quantification of Rotational and Magnetic Disorder in Aprotic Sodium-Oxygen Batteries
- Role of Magnetism and Disorder in Tuning the Electrochemical Properties of the Discharge Product in K-O2 BatteriesECS Meeting AbstractsHelp us add it: Role of Magnetism and Disorder in Tuning the Electrochemical Properties of the Discharge Product in K-O2 Batteries
- Single-Ion Homopolymer Electrolytes with High Transference Number Prepared by Click Chemistry and Photoinduced Metal-Free Atom-Transfer Radical PolymerizationACS Energy LettersHelp us add it: Single-Ion Homopolymer Electrolytes with High Transference Number Prepared by Click Chemistry and Photoinduced Metal-Free Atom-Transfer Radical Polymerization
- Vulnerabilities of Electric Vehicle Battery Packs to Cyberattacks on Auxiliary Components.Help us add it: Vulnerabilities of Electric Vehicle Battery Packs to Cyberattacks on Auxiliary Components.
2016
- Comment on “Cycling Li-O 2 batteries via LiOH formation and decomposition”ScienceHelp us add it: Comment on “Cycling Li-O 2 batteries via LiOH formation and decomposition”
- Criteria and Considerations for the Selection of Redox Mediators in Nonaqueous Li–O 2 BatteriesACS Energy LettersHelp us add it: Criteria and Considerations for the Selection of Redox Mediators in Nonaqueous Li–O 2 Batteries
- Design Principles for Electrolytes in Li-O2 BatteriesECS Meeting AbstractsHelp us add it: Design Principles for Electrolytes in Li-O2 Batteries
- Plug-in hybrid electric vehicle LiFePO4 battery life implications of thermal management, driving conditions, and regional climateJournal of Power SourcesHelp us add it: Plug-in hybrid electric vehicle LiFePO4 battery life implications of thermal management, driving conditions, and regional climate
- Revisiting the Criterion for Mechanical Supression of Dendrites at the Li/Electrolyte InterfaceECS Meeting AbstractsHelp us add it: Revisiting the Criterion for Mechanical Supression of Dendrites at the Li/Electrolyte Interface
- Thermodynamics of lithium intercalation into graphite studied using density functional theory calculations incorporating van der Waals correlation and uncertainty estimationarXiv (Cornell University)Help us add it: Thermodynamics of lithium intercalation into graphite studied using density functional theory calculations incorporating van der Waals correlation and uncertainty estimation
- Universality in Nonaqueous Alkali Oxygen Reduction on Metal Surfaces: Implications for Li–O2 and Na–O2 BatteriesACS Energy LettersHelp us add it: Universality in Nonaqueous Alkali Oxygen Reduction on Metal Surfaces: Implications for Li–O2 and Na–O2 Batteries
2015
- Fundamental Challenges Facing Next-Generation Li Ion BatteriesThe Journal of Physical Chemistry LettersHelp us add it: Fundamental Challenges Facing Next-Generation Li Ion Batteries
- Li-Air (O2) Battery II227th ECS Meeting (May 24-28, 2015)Help us add it: Li-Air (O2) Battery II
- Quantifying the promise of ‘beyond’ Li–ion batteriesTranslational Materials ResearchHelp us add it: Quantifying the promise of ‘beyond’ Li–ion batteries
- Solvating Additives and Their Role in Increasing the Capacity of Nonaqueous Li-O2 BatteriesECS Meeting AbstractsHelp us add it: Solvating Additives and Their Role in Increasing the Capacity of Nonaqueous Li-O2 Batteries
- Trade-Offs in Capacity and Rechargeability in Nonaqueous Li–O2 Batteries: Solution-Driven Growth versus Nucleophilic StabilityThe Journal of Physical Chemistry LettersHelp us add it: Trade-Offs in Capacity and Rechargeability in Nonaqueous Li–O2 Batteries: Solution-Driven Growth versus Nucleophilic Stability
2014
- Cathode Electrochemistry in Nonaqueous Lithium Air BatteriesSpringer eBooksHelp us add it: Cathode Electrochemistry in Nonaqueous Lithium Air Batteries
- Computational Investigations of Charge Transport in Non-Aqueous Li-O 2 BatteriesECS Meeting AbstractsHelp us add it: Computational Investigations of Charge Transport in Non-Aqueous Li-O 2 Batteries
- Identifying Descriptors for Solvent Stability in Nonaqueous Li–O2 BatteriesThe Journal of Physical Chemistry LettersHelp us add it: Identifying Descriptors for Solvent Stability in Nonaqueous Li–O2 Batteries
- Solvent Degradation in Nonaqueous Li-O2 Batteries: Oxidative Stability versus H-AbstractionThe Journal of Physical Chemistry LettersHelp us add it: Solvent Degradation in Nonaqueous Li-O2 Batteries: Oxidative Stability versus H-Abstraction
2013
- Lithium and oxygen vacancies and their role in Li 2 O 2 charge transport in Li–O 2 batteriesEnergy & Environmental ScienceHelp us add it: Lithium and oxygen vacancies and their role in Li 2 O 2 charge transport in Li–O 2 batteries
- Tunneling and Polaron Charge Transport through Li 2 O 2 in Li–O 2 BatteriesThe Journal of Physical Chemistry LettersHelp us add it: Tunneling and Polaron Charge Transport through Li 2 O 2 in Li–O 2 Batteries
2012
- (Invited) Fundamental Electrochemistry in Non-Aqueous Li-airECS Meeting AbstractsHelp us add it: (Invited) Fundamental Electrochemistry in Non-Aqueous Li-air
- A Transient Model of an Aqueous Li/Air Battery Forming LiOH (aq) and LiOH•H2OECS Meeting AbstractsHelp us add it: A Transient Model of an Aqueous Li/Air Battery Forming LiOH (aq) and LiOH•H2O
- Electrochemistry and Transport Limitations of Non-Aqueous Li-Air Batteries from First-PrinciplesECS Meeting AbstractsHelp us add it: Electrochemistry and Transport Limitations of Non-Aqueous Li-Air Batteries from First-Principles
- Simulating Linear Sweep Voltammetry from First-Principles: Application to Electrochemical Oxidation of Water on Pt(111) and Pt3Ni(111)The Journal of Physical Chemistry CHelp us add it: Simulating Linear Sweep Voltammetry from First-Principles: Application to Electrochemical Oxidation of Water on Pt(111) and Pt3Ni(111)
- Twin Problems of Interfacial Carbonate Formation in Nonaqueous Li–O2 BatteriesThe Journal of Physical Chemistry LettersHelp us add it: Twin Problems of Interfacial Carbonate Formation in Nonaqueous Li–O2 Batteries