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cs.LG2023
A Machine Learning Pressure Emulator for Hydrogen Embrittlement
Minh Triet Chau, João Lucas de Sousa Almeida, Elie Alhajjar +1
A recent alternative for hydrogen transportation as a mixture with natural gas is blending it into natural gas pipelines. However, hydrogen embrittlement of material is a major con…
cs.LG2022★ 1 cited
Non-Intrusive Reduced Models based on Operator Inference for Chaotic Systems
João Lucas de Sousa Almeida, Arthur Cancellieri Pires, Klaus Feine Vaz Cid +1
This work explores the physics-driven machine learning technique Operator Inference (OpInf) for predicting the state of chaotic dynamical systems. OpInf provides a non-intrusive ap…