ML Anthology

de Avila Belbute-Peres, Filipe

4 publications

ICLR 2023 Simple Initialization and Parametrization of Sinusoidal Networks via Their Kernel Bandwidth Filipe de Avila Belbute-Peres, J Zico Kolter
NeurIPSW 2021 HyperPINN: Learning Parameterized Differential Equations with Physics-Informed Hypernetworks Filipe de Avila Belbute-Peres, Yi-fan Chen, Fei Sha
ICML 2020 Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction Filipe De Avila Belbute-Peres, Thomas Economon, Zico Kolter
NeurIPS 2018 End-to-End Differentiable Physics for Learning and Control Filipe de Avila Belbute-Peres, Kevin Smith, Kelsey Allen, Josh Tenenbaum, J. Zico Kolter