RESEARCH PAPER · Batteries & Supercaps · 2022
Battery Materials Discovery and Smart Grid Management using Machine Learning
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Navigating materials chemical space to discover new battery electrodes using machine learning
Energy storage materials · 2023-12-06
Mukhtar Lawan Adam, Oyawale Adetunji Moses, Jonathan P. Mailoa, Chang‐Yu Hsieh, Xue‐Feng Yu, Hao Li, Haitao Zhao
Read original paper ↗ ·Data‐Driven Online Prognosis of Rechargeable Batteries: Prospect and Perspective
Batteries & Supercaps · 2024-01-17
Kun‐Yu Liu, T. Wang, Xinyan Liu, Hong‐Jie Peng
Read original paper ↗ ·Machine Learning-Driven Smart Discovery in IoT-Enabled Environments
Advances in civil and industrial engineering book series · 2024-08-26
N. Naveen, Suresh Bysani Venkata Naga, G. Satish, B M Chandrakala, H. K. Bhargav, A. P. Latha
Read original paper ↗ ·Machine learning-assisted design and prediction of materials for batteries based on alkali metals
Physical Chemistry Chemical Physics · 2025-01-01
Kexin Si, Zhipeng Sun, Huaxin Song, Xiangfen Jiang, Xuebin Wang
Read original paper ↗ ·Screening of potential candidates for solid electrolyte interphase materials for lithium-ion batteries through a data-driven approach
Physical Chemistry Chemical Physics · 2025-01-01
Sadhana Barman, Utpal Sarkar
Read original paper ↗ ·Generative Deep Learning for Advanced Battery Materials
Batteries & Supercaps · 2025-09-08
D. Rajagopal, Adrian Cierpka, Britta Nestler, Arnd Koeppe
Read original paper ↗ ·Towards artificial intelligence-enabled autonomous battery prognostics and management
Journal of Energy Chemistry · 2025-10-15
Dapai Shi, Misheng Cai, Yunhong Che, Lili Xie, Jingyuan Zhao
Read original paper ↗ ·Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO 2 Conversion
Advanced Intelligent Discovery · 2026-02-22
Paul Rossener Regonia, Christian Mark Pelicano
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