Search Results for author: Alberto Costa Nogueira Junior

Found 2 papers, 1 papers with code

A Machine Learning Pressure Emulator for Hydrogen Embrittlement

1 code implementation22 Jun 2023 Minh Triet Chau, João Lucas de Sousa Almeida, Elie Alhajjar, Alberto Costa Nogueira Junior

A recent alternative for hydrogen transportation as a mixture with natural gas is blending it into natural gas pipelines.

Physics-informed machine learning

Non-Intrusive Reduced Models based on Operator Inference for Chaotic Systems

no code implementations1 Jun 2022 João Lucas de Sousa Almeida, Arthur Cancellieri Pires, Klaus Feine Vaz Cid, Alberto Costa Nogueira Junior

In latent space, a least-squares problem is set to fit a quadratic polynomial operator, which is subsequently employed in a time-integration scheme in order to produce extrapolations in the same space.

valid

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