BetaCitation Atlas

RESEARCH PAPER · Advanced Energy Materials · 2021

Implications of the BATTERY 2030+ AI‐Assisted Toolkit on Future Low‐TRL Battery Discoveries and Chemistries

Arghya Bhowmik, Maitane Berecibar, Montse Casas‐Cabanas, Gábor Cśanyi, Robert Dominko, Kersti Hermansson, M. Rosa Palacín, Helge Sören Stein, Tejs Vegge

Read original paper ↗

See where this research leads.

65 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
Filter Citing Papers
Press Enter or comma to add · × to remove · searches titles and available abstracts
Journals
All journals
Most represented first · select one or more
Explore Terms In These PapersHide SuggestionsShow Suggestions

Original and current center papers stay visible as anchors.
Numbers show citations received
42 direct citing works

Implications of the BATTERY 2030+ AI‐Assisted Toolkit on Future Low‐TRL Battery Discoveries and ChemistriesOriginalAccelerating Battery Characterization Using Neutron and Synchrotron Techniques: Toward a Multi‐Modal and Multi‐Scale Standardized Experimental Workflow62Interfaces in all solid state Li-metal batteries: A review on instabilities, stabilization strategies, and scalability102Unsupervised machine learning to classify crystal structures according to their structural distortion: A case study on Li-argyrodite solid-state electrolytes11From materials discovery to system optimization by integrating combinatorial electrochemistry and data science37Gaussian process sensitivity analysis of a capacityfade model for lithium-ion batteries0Brokering between tenants for an international materials acceleration platform5Untangling Degradation Chemistries of Lithium‐Sulfur Batteries Through Interpretable Hybrid Machine Learning20Untangling Degradation Chemistries of Lithium‐Sulfur Batteries Through Interpretable Hybrid Machine Learning56Predicting Electrolyte Conductivity Directly from Molecular-Level Interactions21Sensitivity analysis methodology for battery degradation models34Mg/Zn metal‐air primary batteries using silk fibroin‐ionic liquid polymer electrolytes4Recent Advances in Conduction Mechanisms, Synthesis Methods, and Improvement Strategies for Li 1+ x Al x Ti 2− x (PO 4 ) 3 Solid Electrolyte for All‐Solid‐State Lithium Batteries85Materials funnel 2.0 – data-driven hierarchical search for exploration of vast chemical spaces4Multielement Co-Doped Carbon Derived from Spent LIBs Boosts Potassium Storage5Real-time nondestructive methods for examining battery electrode materials19Composites of metal-organic frameworks (MOFs) and LDHs for energy storage and environmental applications: Fundamentals, progress, and perspectives35Brokering between tenants for an international materials acceleration platform46Computational Design of Antiperovskite Solid Electrolytes35Nanosecond MD of battery cathode materials with electron density description8Optimizing Current Collector Interfaces for Efficient “Anode‐Free” Lithium Metal Batteries136Machine learning guided development of high-performance nano-structured nickel electrodes for alkaline water electrolysis6Electrolyte-Electrode Interfaces: A Review of Computer Simulations3Introduction: Battery Materials: Bringing It All Together for Tomorrow’s Energy Storage Needs0OM-Diff: inverse-design of organometallic catalysts with guided equivariant denoising diffusion19Data‐Driven Battery Characterization and Prognosis: Recent Progress, Challenges, and Prospects55Nonlinear Potentiodynamic Battery Charging Protocols for Fun, Education, and Application4Functional Optical Fiber Sensors Detecting Imperceptible Physical/Chemical Changes for Smart Batteries52Battery health management—a perspective of design, optimization, manufacturing, fault detection, and recycling34Multiscale modeling for enhanced battery health analysis: Pathways to longevity45Attention towards chemistry agnostic and explainable battery lifetime prediction24Recent Progress of Deep Learning Methods for Health Monitoring of Lithium-Ion Batteries48Self-Driving Laboratories for Chemistry and Materials Science674Elucidating the role of multi-scale microstructures in Li7La3Zr2O12 based all-solid-state lithium batteries26Materials Acceleration Platforms (MAPs): Accelerating Materials Research and Development to Meet Urgent Societal Challenges80Setting the standard for machine learning in phase field prediction: a benchmark dataset and baseline metrics11Sparse Gaussian process based machine learning first principles potentials for materials simulations: Application to batteries, solar cells, catalysts, and macromolecular systems30Integrating artificial intelligence in energy transition: A comprehensive review248Lithium based battery systems: technological and environmental challenges and opportunities20Low-temperature sodium-ion batteries: challenges, engineering strategies, safety considerations, and future directions27State-of-The-Art Reviews to Develop Lithium-ion Batteries for Electric Vehicles0Sustainable Extraction of Critical Minerals from Waste Batteries: A Green Solvent Approach in Resource Recovery31Role of artificial intelligence in the design and discovery of next-generation battery electrolytes29Research Trend Analysis in the Field of Self-Driving Labs Using Network Analysis and Topic Modeling1A sparse Bayesian Committee Machine potential for oxygen-containing organic compounds9Science acceleration and accessibility with self-driving labs83Bridging AI with Product Safety: A Compliance Framework for Battery Storage and Energy Technologies0Data-Driven Strategies for Next-Generation Aviation Batteries: Improving Energy Density and Cycle Stability in Electric Propulsion Systems0Integrating AI into OLED material design: a comprehensive review of computational frameworks, challenges, and opportunities16AI-augmented electrochemical model for lithium-ion battery: Recent advances and perspectives24Designing AI-powered user-centric platforms for energy consumption and carbon footprint reduction3Cognitive AI beyond prediction: toward reasoning and discovery1Life Cycle Assessment of Solid-State Batteries with AI-Enhanced Predictive and Recycling Models0AI‐Driven Big Data Frameworks for Electrode–Electrolyte Interphases in Batteries28Smoothing S8 redox conversions in lean ester electrolytes by nucleophilic shielding and polar ZnS electrovalent mediation: Toward near-practical S cathodes1Electrolyte design for aqueous batteries30Assessing Organizational Readiness for AI Integration2Machine-learning interatomic potentials for interfaces in all-solid-state batteries: Perspectives on training data, model selection, and validation4Enhanced multi-tuple extraction for materials: integrating pointer networks and augmented attention0LDH/MOF composites: Synthesis, structural engineering and applications in energy and environment sectors3Sustainable energy storage solutions using nanomaterials: bridging the gap between policy and technology in Italy0Heterointerfaces beyond conductivity: An evidence-guided framework for multiscale coordination in metal sulfide anodes for sodium-ion batteries0Multidimensional Nanostructure Engineering in Practical Lithium‐sulfur Batteries0Quantum-mechanical descriptors and machine learning for energy materials: a proof-of-concept computational framework0Polymer electrolyte solid-state lithium batteries beyond 500 Wh kg−1: challenges and advances0Artificial intelligence driven lithium-ion battery recycling: from materials recovery to intelligent circular energy systems0

Arrows point to the paper being cited. Selecting a paper shows its incoming citations and its known path back to the original paper.

Drag to pan · Use + / − to zoom · Escape to close43 nodes / 53 citation links
Browse Matching Papers

Papers that cite this work

65 direct citing papers saved. Showing the first 50 here; use Browse Matching Papers in the map for all loaded papers.

  1. Accelerating Battery Characterization Using Neutron and Synchrotron Techniques: Toward a Multi‐Modal and Multi‐Scale Standardized Experimental Workflow

    Advanced Energy Materials · 2021-12-13

    Duncan Atkins, E. Capria, Kristina Edström, Theodosios Famprikis, Alexis Grimaud, Quentin Jacquet, Mark Robert Johnson, Aleksandar Matic, Poul Norby, H. Reichert, Jean‐Pascal Rueff, Claire Villevieille, Marnix Wagemaker, Sandrine Lyonnard

    Read original paper ↗ ·

  2. Interfaces in all solid state Li-metal batteries: A review on instabilities, stabilization strategies, and scalability

    Energy storage materials · 2021-12-21

    Partha P. Paul, Bor‐Rong Chen, Spencer A. Langevin, Eric J. Dufek, Johanna Nelson Weker, Jesse S. Ko

    Read original paper ↗ ·

  3. Unsupervised machine learning to classify crystal structures according to their structural distortion: A case study on Li-argyrodite solid-state electrolytes

    Energy and AI · 2022-04-08

    A. Gallo‐Bueno, Marine Reynaud, Montse Casas‐Cabanas, Javier Carrasco

    Read original paper ↗ ·

  4. From materials discovery to system optimization by integrating combinatorial electrochemistry and data science

    Current Opinion in Electrochemistry · 2022-05-13

    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 ↗ ·

  5. Gaussian process sensitivity analysis of a capacityfade model for lithium-ion batteries

    ChemRxiv · 2022-06-30

    Williams Agyei Appiah, Jonas Busk, Tejs Vegge, Arghya Bhowmik

    Read original paper ↗ ·

  6. Brokering between tenants for an international materials acceleration platform

    ChemRxiv · 2022-09-06

    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 ↗ ·

  7. Untangling Degradation Chemistries of Lithium‐Sulfur Batteries Through Interpretable Hybrid Machine Learning

    Angewandte Chemie · 2022-10-10

    Xinyan Liu, Hong‐Jie Peng, Bo‐Quan Li, Xiang Chen, Zheng Li, Jia‐Qi Huang, Qiang Zhang

    Read original paper ↗ ·

  8. Untangling Degradation Chemistries of Lithium‐Sulfur Batteries Through Interpretable Hybrid Machine Learning

    Angewandte Chemie International Edition · 2022-10-10

    Xinyan Liu, Hong‐Jie Peng, Bo‐Quan Li, Xiang Chen, Zheng Li, Jia‐Qi Huang, Qiang Zhang

    Read original paper ↗ ·

  9. Predicting Electrolyte Conductivity Directly from Molecular-Level Interactions

    ACS Energy Letters · 2022-10-24

    Yumin Zhang, Imanuel Bier, Venkatasubramanian Viswanathan

    Read original paper ↗ ·

  10. Sensitivity analysis methodology for battery degradation models

    Electrochimica Acta · 2022-11-02

    Williams Agyei Appiah, Jonas Busk, Tejs Vegge, Arghya Bhowmik

    Read original paper ↗ ·

  11. Mg/Zn metal‐air primary batteries using silk fibroin‐ionic liquid polymer electrolytes

    Nano Select · 2022-11-16

    Mathew J. Haskew, Shahin Nikman, Carys E. O'Sullivan, Hanaa A. Galeb, Nathan R. Halcovitch, John George Hardy, Samuel Thomas Murphy

    Read original paper ↗ ·

  12. Recent Advances in Conduction Mechanisms, Synthesis Methods, and Improvement Strategies for Li 1+ x Al x Ti 2− x (PO 4 ) 3 Solid Electrolyte for All‐Solid‐State Lithium Batteries

    Advanced Energy Materials · 2022-12-11

    Pengfei Wu, Weiwei Zhou, Xin Yan Su, Jianyu Li, Min Su, Xiaochong Zhou, Brian W. Sheldon, Wenquan Lu

    Read original paper ↗ ·

  13. Materials funnel 2.0 – data-driven hierarchical search for exploration of vast chemical spaces

    Journal of Materials Chemistry A · 2023-01-01

    Raul Ortega Ochoa, Bardi Benediktsson, Renata Sechi, Peter Bjørn Jørgensen, Arghya Bhowmik

    Read original paper ↗ ·

  14. Multielement Co-Doped Carbon Derived from Spent LIBs Boosts Potassium Storage

    ACS Applied Energy Materials · 2023-02-07

    Liqianyun Xu, Feng Wu, Renjie Chen, Li Li

    Read original paper ↗ ·

  15. Real-time nondestructive methods for examining battery electrode materials

    Applied Physics Reviews · 2023-03-01

    Alex Grant, Colm O’Dwyer

    Read original paper ↗ ·

  16. Composites of metal-organic frameworks (MOFs) and LDHs for energy storage and environmental applications: Fundamentals, progress, and perspectives

    Sustainable materials and technologies · 2023-08-12

    Xi Hu, Wanying Zheng, Mengcheng Wu, Lingyun Chen, Shaowei W. Chen

    Read original paper ↗ ·

  17. Brokering between tenants for an international materials acceleration platform

    Matter · 2023-08-17

    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 ↗ ·

  18. Computational Design of Antiperovskite Solid Electrolytes

    The Journal of Physical Chemistry C · 2023-09-12

    Ana C. C. Dutra, James Alexander Dawson

    Read original paper ↗ ·

  19. Nanosecond MD of battery cathode materials with electron density description

    Energy storage materials · 2023-10-25

    Paolo Vincenzo Freiesleben de Blasio, Peter Bjørn Jørgensen, Juan Maria Garcia Lastra, Arghya Bhowmik

    Read original paper ↗ ·

  20. Optimizing Current Collector Interfaces for Efficient “Anode‐Free” Lithium Metal Batteries

    Advanced Functional Materials · 2023-10-27

    Palanivel Molaiyan, Mozaffar Abdollahifar, Buket Boz, Alexander Beutl, Martin Krammer, Ningxin Zhang, Artur V. Tron, Martina Romio, Marco Ricci, Rainer Adelung, Arno Kwade, Ulla M. Lassi, Andrea Paolella

    Read original paper ↗ ·

  21. Machine learning guided development of high-performance nano-structured nickel electrodes for alkaline water electrolysis

    Applied Materials Today · 2023-11-27

    Veronica Humlebæk Jensen, Enzo Raffaele Moretti, Jonas Busk, Emil Howaldt Christiansen, Sofie Marie Skov, Emilie Jacobsen, Mikkel Rykær Kraglund, Arghya Bhowmik, Ragnar Kiebach

    Read original paper ↗ ·

  22. Electrolyte-Electrode Interfaces: A Review of Computer Simulations

    Topics in applied physics · 2024-01-01

    Trinidad Méndez‐Morales, Hadrián Montes‐Campos, Diddo Diddens, Christian Schröder, Luis M. Varela

    Read original paper ↗ ·

  23. Introduction: Battery Materials: Bringing It All Together for Tomorrow’s Energy Storage Needs

    Topics in applied physics · 2024-01-01

    Dorian A. H. Hanaor

    Read original paper ↗ ·

  24. OM-Diff: inverse-design of organometallic catalysts with guided equivariant denoising diffusion

    Digital Discovery · 2024-01-01

    François Cornet, Bardi Benediktsson, Bjarke Hastrup, Mikkel Nørgaard Schmidt, Arghya Bhowmik

    Read original paper ↗ ·

  25. Data‐Driven Battery Characterization and Prognosis: Recent Progress, Challenges, and Prospects

    Small Methods · 2024-01-11

    Shanling Ji, Jianxiong Zhu, Yaxin Yang, Gonçalo dos Reis, Zhisheng Zhang

    Read original paper ↗ ·

  26. Nonlinear Potentiodynamic Battery Charging Protocols for Fun, Education, and Application

    ACS Engineering Au · 2024-02-12

    Helge Sören Stein

    Read original paper ↗ ·

  27. Functional Optical Fiber Sensors Detecting Imperceptible Physical/Chemical Changes for Smart Batteries

    Nano-Micro Letters · 2024-03-18

    Yiding Li, Li Wang, Youzhi Song, Wenwei Wang, Cheng Wu Lin, Xiangming He

    Read original paper ↗ ·

  28. Battery health management—a perspective of design, optimization, manufacturing, fault detection, and recycling

    Energy Storage and Saving · 2024-04-16

    Pavel M. Roy, Harsh H. Sawant, Pratik P. Shelar, Prashil U. Sarode, S. H. Gawande

    Read original paper ↗ ·

  29. Multiscale modeling for enhanced battery health analysis: Pathways to longevity

    Carbon Neutralization · 2024-05-01

    Kaiyi Yang, Lisheng Zhang, Wentao Wang, Chengwu Long, Shichun Yang, Tao Zhu, Xinhua Liu

    Read original paper ↗ ·

  30. Attention towards chemistry agnostic and explainable battery lifetime prediction

    npj Computational Materials · 2024-05-10

    Fuzhan Rahmanian, Robert M. Lee, Dominik Linzner, Kathrin Michel, Leon Merker, Balázs B. Berkes, Leah Nuss, Helge Sören Stein

    Read original paper ↗ ·

  31. Recent Progress of Deep Learning Methods for Health Monitoring of Lithium-Ion Batteries

    Batteries · 2024-06-13

    Seyed Saeed Madani, Carlos Ziebert, Parisa Vahdatkhah, S.K. Sadrnezhaad

    Read original paper ↗ ·

  32. Self-Driving Laboratories for Chemistry and Materials Science

    Chemical Reviews · 2024-08-13

    Gary Tom, Stefan P. Schmid, Sterling G. Baird, Yang Cao, Kourosh Darvish, Han Hao, Stanley Lo, Sergio Pablo‐García, Ella Miray Rajaonson, Marta Skreta, Naruki Yoshikawa, Samantha Corapi, Gun Deniz Akkoc, Felix Strieth‐Kalthoff, Martin T. Seifrid, Alán Aspuru‐Guzik

    Read original paper ↗ ·

  33. Elucidating the role of multi-scale microstructures in Li7La3Zr2O12 based all-solid-state lithium batteries

    Energy storage materials · 2024-08-30

    Run Yu, Yongjin Chen, Xiang Gao, Dongliang Chao

    Read original paper ↗ ·

  34. Materials Acceleration Platforms (MAPs): Accelerating Materials Research and Development to Meet Urgent Societal Challenges

    Advanced Materials · 2024-09-06

    Simon Stier, Christoph Kreisbeck, H. Ihssen, Matthias Popp, Jens Hauch, Kourosh Malek, Marine Reynaud, Theodorus P. M. Goumans, Johan Martin Carlsson, Ilian T. Todorov, Lukas Gold, Andreas Räder, Wolfgang Wenzel, Shahbaz Tareq Bandesha, Philippe Jacques, Francisco García‐Moreno, Oier Arcelus, Pascal Friederich, Simon Clark, Mario Maglione, Anssi Laukkanen, Ivano E. Castelli, Javier Carrasco, Montse Casas‐Cabanas, Helge Sören Stein, Özlem Özcan, David C. Elbert, Karsten Reuter, Christoph Scheurer, Masahiko Demura, Sang Soo Han, Tejs Vegge, Sawako Nakamae, Monica Fabrizio, Mark Kozdras

    Read original paper ↗ ·

  35. Setting the standard for machine learning in phase field prediction: a benchmark dataset and baseline metrics

    Scientific Data · 2024-11-23

    Laura Rieger, Klemen Zelič, Igor Mele, Tomaž Katrašnik, Arghya Bhowmik

    Read original paper ↗ ·

  36. Sparse Gaussian process based machine learning first principles potentials for materials simulations: Application to batteries, solar cells, catalysts, and macromolecular systems

    Chemical Physics Reviews · 2024-11-27

    Soohaeng Yoo Willow, Amir Hajibabaei, Miran Ha, David ChangMo Yang, Chang Woo Myung, Seung Kyu Min, Geunsik Lee, Kwang S. Kim

    Read original paper ↗ ·

  37. Integrating artificial intelligence in energy transition: A comprehensive review

    Energy Strategy Reviews · 2025-01-01

    Qiang Wang, Yuanfan Li, Rongrong Li

    Read original paper ↗ ·

  38. Lithium based battery systems: technological and environmental challenges and opportunities

    Journal of Materials Chemistry A · 2025-01-01

    João Carlos Barbosa, Rafael S. Pinto, João P. Serra, Carlos M. Costa, Senentxu Lanceros-Méndez, Renato Gonçalves

    Read original paper ↗ ·

  39. Low-temperature sodium-ion batteries: challenges, engineering strategies, safety considerations, and future directions

    EES batteries. · 2025-01-01

    M. Sai Bhargava Reddy, Daecheol Jeong, Shampa Aich, Vilas Ganpat Pol

    Read original paper ↗ ·

  40. State-of-The-Art Reviews to Develop Lithium-ion Batteries for Electric Vehicles

    Energy, environment, and sustainability · 2025-01-01

    Pranay Gandharapu, Arpita Das, Rashmi Tripathi

    Read original paper ↗ ·

  41. Sustainable Extraction of Critical Minerals from Waste Batteries: A Green Solvent Approach in Resource Recovery

    Batteries · 2025-01-28

    Afzal Ahmed Dar, Zhi Chen, Gaixia Zhang, Jinguang Hu, Karim Zaghib, Sixu Deng, Xiaolei Wang, Fariborz Haghighat, Catherine N. Mulligan, Chunjiang An, Antonio Avalos Ramírez, Shuhui Sun

    Read original paper ↗ ·

  42. Role of artificial intelligence in the design and discovery of next-generation battery electrolytes

    Chemical Physics Reviews · 2025-03-01

    Manikantan R. Nair, Tribeni Roy

    Read original paper ↗ ·

  43. Research Trend Analysis in the Field of Self-Driving Labs Using Network Analysis and Topic Modeling

    Systems · 2025-04-03

    Woojun Jung, Insung Hwang, Keuntae Cho

    Read original paper ↗ ·

  44. A sparse Bayesian Committee Machine potential for oxygen-containing organic compounds

    Chemical Physics Reviews · 2025-04-16

    Soohaeng Yoo Willow, Seungwon Kim, David ChangMo Yang, Miran Ha, Amir Hajibabaei, Jung Woon Yang, Kwang S. Kim, Chang Woo Myung

    Read original paper ↗ ·

  45. Science acceleration and accessibility with self-driving labs

    Nature Communications · 2025-04-24

    Richard B. Canty, Jeffrey A. Bennett, Keith A. Brown, Tonio Buonassisi, Sergei V. Kalinin, John R. Kitchin, Benji Maruyama, R. G. Moore, Joshua Schrier, Martin T. Seifrid, Shijing Sun, Tejs Vegge, Milad Abolhasani

    Read original paper ↗ ·

  46. Bridging AI with Product Safety: A Compliance Framework for Battery Storage and Energy Technologies

    IEEE International Symposium on Product Compliance Engineering (ISPCE) · 2025-05-13

    Yogi Bhadreshkumar Joshi

    Read original paper ↗ ·

  47. Data-Driven Strategies for Next-Generation Aviation Batteries: Improving Energy Density and Cycle Stability in Electric Propulsion Systems

    Unknown journal · 2025-05-23

    Linfeng Zou, Hannong Dong, Shuyu Huang, Run Long, Jiaming Zhang

    Read original paper ↗ ·

  48. Integrating AI into OLED material design: a comprehensive review of computational frameworks, challenges, and opportunities

    中国科学通报：英文版 · 2025-07-15

    Yiming Shi, Ming Sun, Haochen Shi, Zhiqin Liang, Bo Qiao, Suling Zhao, Xuemei Pu, Dandan Song

    Read original paper ↗ ·

  49. AI-augmented electrochemical model for lithium-ion battery: Recent advances and perspectives

    Journal of Energy Chemistry · 2025-10-17

    Juncheng Fu, Zhengxiang Song, Jinhao Meng, Jia Guo, Kun Yang, Wenchao Liu, Le Huan

    Read original paper ↗ ·

  50. Designing AI-powered user-centric platforms for energy consumption and carbon footprint reduction

    Sustainable Chemistry One World · 2025-12-30

    Daniel Chwaifo Malann, Ayomide Titus Ogungbemi, Great Iruoghene Edo, Ali B.M. Ali, Agatha Ngukuran Jikah, Emad Yousif, Francis Uwadia, Ufuoma Augustina Igbuku, Ephraim Evi Alex Oghroro, Arthur Efeoghene Athan Essaghah, Dina S. Ahmed, Maryam Rabiu Aliyu, Huzaifa Umar, Ahmed A. Alamiery

    Read original paper ↗ ·
More citing papers →
Citation Atlas · A map of research, not a ranking.