Laplace

The 'Laplace' dataset/benchmark contains a variety of physical systems used to evaluate the accuracy and efficiency of neural optimizers in solving physics-based problems.

Papers using Laplace (3)

Metamizer: a versatile neural optimizer for fast and accurate physics simulations2024A Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints2023 · 8 citesCollocation-based Robust Variational Physics-Informed Neural Networks (CRVPINN)2024 · 1 cites