Fields
Pick a domain and keep going deeper: field, subfield, topic. Every step lists the papers at that point or below it. The counts are papers that are accepted or in review; papers that were not accepted are in the full library.
Subfield
Neural operators and learned PDE surrogates
Benchmarks: PDEBench, PDEArena, The Well, APEBench and others. Datasets: FNO Burgers / Darcy / Navier-Stokes data, PDEBench data, The Well datasets, MeshGraphNets datasets and others. Baselines: FNO, DeepONet, U-Net, CNO and others.