MIT Industrial Battery Consortium

Developing New CAE Tools for Batteries

Biblio Author: Martin Z Bazant

2021
Hongyi Xu
Juner Zhu
Donal P Finegan
Hongbo Zhao
Xuekun Lu
Wei Li
Nathaniel Hoffman
Antonio Bertei
Paul Shearing
Martin Z Bazant
Guiding the Design of Heterogeneous Electrode Microstructures for Li‐Ion Batteries: Microscopic Imaging, Predictive Modeling, and Machine Learning
Advanced Energy Materials

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11

(
19
)
2021
Donal P Finegan
Juner Zhu
Xuning Feng
Matt Keyser
Marcus Ulmefors
Wei Li
Martin Z Bazant
Samuel J Cooper
The Application of Data-Driven Methods and Physics-Based Learning for Improving Battery Safety
Joule

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5

(
2
)

:
316-329
2021
Wei Li
Martin Z Bazant
Juner Zhu
A physics-guided neural network framework for elastic plates: comparison of governing equations-based and energy-based approaches
Computer Methods in Applied Mechanics and Engineering

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383

:
113933