Filipe de Avila Belbute-Peres

According to our database, Filipe de Avila Belbute-Peres authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Combining Deep Learning and Physics Models for Efficient and Robust Architectures

Filipe de Avila Belbute-Peres

PhD thesis, 2023

Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth.

Filipe de Avila Belbute-Peres, J. Zico Kolter

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

HyperPINN: Learning parameterized differential equations with physics-informed hypernetworks.

Filipe de Avila Belbute-Peres, Yi-Fan Chen, Fei Sha

CoRR, 2021

2020

Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction.

Filipe de Avila Belbute-Peres, Thomas D. Economon, J. Zico Kolter

Proceedings of the 37th International Conference on Machine Learning, 2020

2018

End-to-End Differentiable Physics for Learning and Control.

Filipe de Avila Belbute-Peres, Kevin A. Smith, Kelsey R. Allen, Josh Tenenbaum, J. Zico Kolter

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018