Papers citing A perspective on inverse design of battery interphases using multi-scale modelling, experiments and generative deep learning
Theory-guided experimental design in battery materials research
Science Advances · 2022
Alex Yong Sheng Eng, Chhail Bihari Soni, Yanwei Lum, Edwin Khoo, Zhenpeng Yao, S. K. Vineeth, Vipin Kumar, Jun Biao Lu, Christopher S. Johnson, Christopher Wolverton, Zhi Wei Seh
Read original paper ↗ ·Thermodynamic Analysis of Initial Steps for Void Formation at Lithium/Solid Electrolyte Interphase Interfaces
ACS Energy Letters · 2022
Victor Venturi, Venkatasubramanian Viswanathan
Read original paper ↗ ·From materials discovery to system optimization by integrating combinatorial electrochemistry and data science
Current Opinion in Electrochemistry · 2022
Helge Sören Stein, Alexey O. Sanin, Fuzhan Rahmanian, Bojing Zhang, Monika Vogler, Jackson Flowers, Leon Fischer, Stefan Fuchs, Nirmal Choudhary, Lisa Schroeder
Read original paper ↗ ·New engineering science insights into the electrodes pairing of electrochemical energy storage devices assisted by machine learning
Research Square · 2022
Longbing Qu, Peiyao Wang, Benyamin Motevalli, Qinghua Liang, Kangyan Wang, Wenjie Jiang, Jefferson Zhe Liu, Dan Li
Read original paper ↗ ·Advances in Carbon Materials for Sodium and Potassium Storage
Advanced Functional Materials · 2022
Mingquan Liu, Yahui Wang, Feng Wu, Ying Bai, Ying Li, Yuteng Gong, Xin Ya Feng, Yu Li, Xinran Wang, Chuan Kun Wu
Read original paper ↗ ·Gaussian process sensitivity analysis of a capacityfade model for lithium-ion batteries
ChemRxiv · 2022
Williams Agyei Appiah, Jonas Busk, Tejs Vegge, Arghya Bhowmik
Read original paper ↗ ·A Generative Approach to Materials Discovery, Design, and Optimization
ACS Omega · 2022
Dhruv Menon, Raghavan Ranganathan
Read original paper ↗ ·Machine learning-facilitated multiscale imaging for energy materials
Cell Reports Physical Science · 2022
Guoxu Zhang, Yajie Song, Wei Zhao, Hanwen An, Jiajun Wang
Read original paper ↗ ·Brokering between tenants for an international materials acceleration platform
ChemRxiv · 2022
Monika Vogler, Jonas Busk, Hamidreza Hajiyani, Peter Bjørn Jørgensen, Nehzat Safaei, Ivano E. Castelli, Francisco Ramirez, Johan Martin Carlsson, Giovanni Pizzi, Simon Clark, Felix Hanke, Arghya Bhowmik, Helge Sören Stein
Read original paper ↗ ·Toward a Li‐Ion Battery Ontology Covering Production and Material Structure
Energy Technology · 2022
Marcel Mutz, Milena Perovic, Philip Gümbel, Veit Steinbauer, Andriy Taranovskyy, Yunjie Li, Lisa Beran, Tobias Käfer, Klaus Dröder, Volker Knoblauch, Arno Kwade, Volker Presser, Dirk Werth, Tobias Kraus
Read original paper ↗ ·Sensitivity analysis methodology for battery degradation models
Electrochimica Acta · 2022
Williams Agyei Appiah, Jonas Busk, Tejs Vegge, Arghya Bhowmik
Read original paper ↗ ·Towards Sustainable Fuel Cells and Batteries with an AI Perspective
Sustainability · 2022
Brindha Ramasubramanian, R. Prasada Rao, Vijila Chellappan, Seeram Ramakrishna
Read original paper ↗ ·State of health estimation of lithium-ion battery with automatic feature extraction and self-attention learning mechanism
Journal of Power Sources · 2022
Yiyue Jiang, Yuan Chen, Fangfang Yang, Weiwen Peng
Read original paper ↗ ·Artificial Intelligence in the Service of Dynamical Systems Studies
Studies in systems, decision and control · 2023
Zdzislaw W. Trzaska
Read original paper ↗ ·Designing strategies of advanced electrode materials for high-rate rechargeable batteries
Journal of Materials Chemistry A · 2023
Jiaqi Ke, Yufei Zhang, Zhipeng Wen, Song Peng Huang, Minghui Ye, Yongchao Tang, Xiaoqing Liu, Cheng Chao Li
Read original paper ↗ ·Machine learning-inspired battery material innovation
Energy Advances · 2023
Man‐Fai Ng, Yongming Sun, Zhi Wei Seh
Read original paper ↗ ·Materials funnel 2.0 – data-driven hierarchical search for exploration of vast chemical spaces
Journal of Materials Chemistry A · 2023
Raul Ortega Ochoa, Bardi Benediktsson, Renata Sechi, Peter Bjørn Jørgensen, Arghya Bhowmik
Read original paper ↗ ·Solid State Ionics 2011–2021: Trends and Prospects
Russian Journal of Electrochemistry · 2023
Alexey K. Ivanov-Schitz
Read original paper ↗ ·Solid State Ionics 2011–2021: Trends and Prospects
Russian Journal of Electrochemistry · 2023
Alexey K. Ivanov-Schitz
Read original paper ↗ ·Lithium Batteries and the Solid Electrolyte Interphase (SEI)—Progress and Outlook
Advanced Energy Materials · 2023
Henry Adenusi, Gregory Adam Chass, Stefano Passerini, Kun Viviana Tian, GuanHua Chen
Read original paper ↗ ·Intelligent Demand and Supply of Electrical Vehicles
Advances in computer and electrical engineering book series · 2023
B V A N S S Prabhakar Rao, Rabindra Kumar Singh
Read original paper ↗ ·Overview on Theoretical Simulations of Lithium‐Ion Batteries and Their Application to Battery Separators
Advanced Energy Materials · 2023
D. Miranda, Renato Gonçalves, Stefan Wuttke, Carlos M. Costa, Senentxu Lanceros-Méndez
Read original paper ↗ ·Toward Improving the Thermal Stability of Negative Electrode Materials: Differential Scanning Calorimetry and In Situ High-Temperature X-ray Diffraction/X-ray Absorption Spectroscopy Studies of Li2ZnTi3O8 and Related Compounds
ACS Applied Materials & Interfaces · 2023
Kazuhiko Mukai, Takeshi Uyama, Takamasa Nonaka
Read original paper ↗ ·Data-driven-aided strategies in battery lifecycle management: Prediction, monitoring, and optimization
Energy storage materials · 2023
Liqianyun Xu, Feng Wu, Renjie Chen, Li Li
Read original paper ↗ ·Data-driven multiscale simulation of solid-state batteries via machine learning
Computational Materials Science · 2023
Armin Asheri, Mozhdeh Fathidoost, Vedran Glavaš, Shahed Rezaei, Bai‐Xiang Xu
Read original paper ↗ ·Materials cartography: A forward-looking perspective on materials representation and devising better maps
APL Machine Learning · 2023
Steven B. Torrisi, Martin Z. Bazant, Alexander E. Cohen, Min Gee Cho, Jens S. Hummelshøj, Linda Hung, Gaurav Ashish Kamat, Arash Khajeh, Adeesh Kolluru, Xiangyun Lei, Handong Ling, Joseph H. Montoya, Tim Mueller, Aini Palizhati, Benjamin Paren, Brandon K. Phan, Jacob Pietryga, Elodie Sandraz, Daniel Schweigert, Yang Shao‐Horn, Amalie Trewartha, Ruijie Zhu, Debbie Zhuang, Shijing Sun
Read original paper ↗ ·An Overview on Transport Phenomena within Solid Electrolyte Interphase and Their Impact on the Performance and Durability of Lithium-Ion Batteries
Energies · 2023
Roberta Cappabianca, Paolo De Angelis, Matteo Fasano, Eliodoro Chiavazzo, Pietro Asinari
Read original paper ↗ ·A fuzzy classification framework to identify equivalent atoms in complex materials and molecules
The Journal of Chemical Physics · 2023
King C. Lai, Sebastian Matera, Christoph Scheurer, Karsten Reuter
Read original paper ↗ ·Enhancing ReaxFF for Molecular Dynamics Simulations of Lithium-Ion Batteries: An interactive reparameterization protocol
Research Square · 2023
Eliodoro Chiavazzo, Paolo De Angelis, Roberta Cappabianca, Matteo Fasano, Pietro Asinari
Read original paper ↗ ·Brokering between tenants for an international materials acceleration platform
Matter · 2023
Monika Vogler, Jonas Busk, Hamidreza Hajiyani, Peter Bjørn Jørgensen, Nehzat Safaei, Ivano E. Castelli, Francisco Ramirez, Johan Martin Carlsson, Giovanni Pizzi, Simon Clark, Felix Hanke, Arghya Bhowmik, Helge Sören Stein
Read original paper ↗ ·Multiscale Modelling Methodologies of Lithium-Ion Battery Aging: A Review of Most Recent Developments
Batteries · 2023
Mir Adnan Ali, Carlos M. Da Silva, Cristina H. Amon
Read original paper ↗ ·Data‐Driven Virtual Material Analysis and Synthesis for Solid Electrolyte Interphases
Advanced Energy Materials · 2023
D. Rajagopal, Arnd Koeppe, Meysam Esmaeilpour, Michael A. Selzer, Wolfgang Wenzel, Helge Sören Stein, Britta Nestler
Read original paper ↗ ·Bridging the Gap: Electrode Microstructure and Interphase Characterization by Combining ToF‐SIMS and Machine Learning
Advanced Materials Interfaces · 2023
Teo Lombardo, Christine Kern, Joachim Sann, Marcus Rohnke, Jürgen Janek
Read original paper ↗ ·Designing electrodes and electrolytes for batteries by leveraging deep learning
Nano Research Energy · 2023
Chenxi Sui, Ziyang Jiang, Genesis Higueros, David Carlson, Po‐Chun Hsu
Read original paper ↗ ·A critical review of future aspects of digitalization next generation Li-ion batteries manufacturing process
Journal of Energy Storage · 2023
Pradeep Kumar Dammala, Kamil Burak Dermenci, Anish Raj K, Poonam Yadav, Joeri Van Mierlo, Maitane Berecibar
Read original paper ↗ ·Advancing next-generation proton-exchange membrane fuel cell development in multi-physics transfer
Joule · 2023
Guobin Zhang, Zhiguo Qu, Wen‐Quan Tao, Yu‐Tong Mu, Kui Jiao, Hui Xu, Yun Wang
Read original paper ↗ ·Introduction: Battery Materials: Bringing It All Together for Tomorrow’s Energy Storage Needs
Topics in applied physics · 2024
Dorian A. H. Hanaor
Read original paper ↗ ·Na vs. Li metal anodes for batteries: unraveling thermodynamic and electronic origins of voids and developing descriptors for artificial surface coatings
Journal of Materials Chemistry A · 2024
Victor Venturi, Rodrigo Freitas, Iwnetim Iwnetu Abate
Read original paper ↗ ·Enhancing ReaxFF for molecular dynamics simulations of lithium-ion batteries: an interactive reparameterization protocol
Scientific Reports · 2024
Paolo De Angelis, Roberta Cappabianca, Matteo Fasano, Pietro Asinari, Eliodoro Chiavazzo
Read original paper ↗ ·Data‐Driven Battery Characterization and Prognosis: Recent Progress, Challenges, and Prospects
Small Methods · 2024
Shanling Ji, Jianxiong Zhu, Yaxin Yang, Gonçalo dos Reis, Zhisheng Zhang
Read original paper ↗ ·Nonlinear Potentiodynamic Battery Charging Protocols for Fun, Education, and Application
ACS Engineering Au · 2024
Helge Sören Stein
Read original paper ↗ ·AI-assisted inverse design of sequence-ordered high intrinsic thermal conductivity polymers
Materials Today Physics · 2024
Xiang Yi Huang, Chenxiao Zhao, Hong Wang, Shenghong Ju
Read original paper ↗ ·Multiscale modeling for enhanced battery health analysis: Pathways to longevity
Carbon Neutralization · 2024
Kaiyi Yang, Lisheng Zhang, Wentao Wang, Chengwu Long, Shichun Yang, Tao Zhu, Xinhua Liu
Read original paper ↗ ·Autonomous battery optimisation by deploying distributed experiments and simulations
ChemRxiv · 2024
Monika Vogler, Simon Krarup Steensen, Francisco Ramirez, Leon Merker, Jonas Busk, Johan Martin Carlsson, Laura Rieger, Bojing Zhang, François Liot, Giovanni Pizzi, Felix Hanke, Eibar Flores, Hamidreza Hajiyani, Stefan Fuchs, Alexey O. Sanin, Miran Gaberšček, Ivano E. Castelli, Simon Clark, Tejs Vegge, Arghya Bhowmik, Helge Sören Stein
Read original paper ↗ ·Machine Learning Strategies for Forecasting Discharge Capacity in Lithium-Ion Batteries with NCM Layered Cathode Material
ChemRxiv · 2024
Guo‐Jin Cao
Read original paper ↗ ·Energy management strategies in distribution system integrating electric vehicle and battery energy storage system: A review
Energy Storage · 2024
C Vanlalchhuanawmi, Subhasish Deb, Ahmet Önen, Taha Selim Ustun
Read original paper ↗ ·AI for science in electrochemical energy storage: A multiscale systems perspective on transportation electrification
Nexus · 2024
Shuangqi Li, H. Oliver Gao, Fengqi You
Read original paper ↗ ·Comparative Analysis of Traditional And AI Based Fault Detection for Battery Thermal Management System
Venue not supplied by source · 2024
K. P. Senthilkumar, E. Anbalagan
Read original paper ↗ ·Molecular relaxation by reverse diffusion with time step prediction
Machine Learning Science and Technology · 2024
Khaled Kahouli, Stefaan S. P. Hessmann, Klaus‐Robert Müller, Shinichi Nakajima, Stefan Gugler, Niklas W. A. Gebauer
Read original paper ↗ ·Machine Learning in Lithium-Ion Battery: Applications, Challenges, and Future Trends
SN Computer Science · 2024
Alireza Valizadeh, Mohammad Hossein Amirhosseini
Read original paper ↗ ·