Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures

Research article (Computer Methods in Applied Mechanics and Engineering, 2020) · cited 73× · AI/ML
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Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures

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Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures. Retrieved May 24, 2026, from https://4ort.xyz/entity/machine-learning-materials-physics-multi-resolution-neural-networks-learn-the-free-energy-and-nonlinear-elastic-response
MLA “Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/machine-learning-materials-physics-multi-resolution-neural-networks-learn-the-free-energy-and-nonlinear-elastic-response.
BibTeX @misc{4ortxyz_machine-learning-materials-physics-multi-resolution-neural-networks-learn-the-free-energy-and-nonlinear-elastic-response_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures}}, year = {2026}, url = {https://4ort.xyz/entity/machine-learning-materials-physics-multi-resolution-neural-networks-learn-the-free-energy-and-nonlinear-elastic-response}, note = {Accessed: 2026-05-24}}
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