The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning

R Ohana, M McCabe, L Meyer, R Morel… - arXiv preprint arXiv …, 2024 - arxiv.org
Machine learning based surrogate models offer researchers powerful tools for accelerating
simulation-based workflows. However, as standard datasets in this space often cover small …

The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning

R Ohana, M McCabe, LT Meyer, R Morel… - The Thirty-eight … - openreview.net
Machine learning based surrogate models offer researchers powerful tools for accelerating
simulation-based workflows. However, as standard datasets in this space often cover small …

The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning

R Ohana, M McCabe, L Meyer, R Morel… - arXiv e …, 2024 - ui.adsabs.harvard.edu
Abstract Machine learning based surrogate models offer researchers powerful tools for
accelerating simulation-based workflows. However, as standard datasets in this space often …

The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning

R Ohana, M McCabe, LT Meyer, R Morel… - NeurIPS 2024 Workshop … - openreview.net
Machine learning (ML) based surrogate models offer researchers powerful tools for
accelerating simulation-based workflows. However, as standard datasets in this space often …