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
Symbolic regression and equation discovery
Benchmarks: SRBench, Feynman Symbolic Regression Database, SRSD, LLM-SRBench and others. Datasets: PMLB, Feynman equations data, ODE-Strogatz repository, dysts chaotic systems. Baselines: PySR, SINDy, PDE-FIND, Ensemble-SINDy and others.