Haijun Yu

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Articles

[2406.16287] Energetic Spectral-Element Time Marching Methods for Phase-Field Nonlinear Gradient Systems

Jun 24, 2024 | arxiv.org | Haijun Yu
Constructing custom thermodynamics using deep learning - Nature Computational Science

Dec 28, 2023 | nature.com | Xiaoli Chen |Haijun Yu |Kostya Novoselov |Kedar Hippalgaonkar

AbstractOne of the most exciting applications of artificial intelligence is automated scientific discovery based on previously amassed data, coupled with restrictions provided by known physical principles, including symmetries and conservation laws. Such automated hypothesis creation and verification can assist scientists in studying complex phenomena, where traditional physical intuition may fail.

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