SOTAVerified|Agents Browse Leaderboard About

Model Discovery

discovering PDEs from spatiotemporal data

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 21–30 of 87 papers

Title	Date	Tasks	Status	Hype	Score
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery	Jan 2, 2025	BenchmarkingExperimental Design	CodeCode Available	0	5
Bi-Level optimization for parameter estimation of differential equations using interpolation	May 31, 2025	Model Discoveryparameter estimation	CodeCode Available	0	5
Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery	Aug 20, 2023	DenoisingModel Discovery	CodeCode Available	0	5
Auxiliary Functions as Koopman Observables: Data-Driven Analysis of Dynamical Systems via Polynomial Optimization	Mar 2, 2023	Model Discovery	CodeCode Available	0	5
Automated Modeling Method for Pathloss Model Discovery	May 29, 2025	Kolmogorov-Arnold Networksmodel	CodeCode Available	0	5
Learning Equations from Biological Data with Limited Time Samples	May 19, 2020	DenoisingModel Discovery	CodeCode Available	0	5
A toolkit for data-driven discovery of governing equations in high-noise regimes	Nov 8, 2021	Equation DiscoveryModel Discovery	CodeCode Available	0	5
Discovering PDEs from Multiple Experiments	Sep 24, 2021	Model Discovery	CodeCode Available	0	5
DeepArchitect: Automatically Designing and Training Deep Architectures	Apr 28, 2017	Hyperparameter OptimizationModel Discovery	CodeCode Available	0	5
Discrepancy Modeling Framework: Learning missing physics, modeling systematic residuals, and disambiguating between deterministic and random effects	Mar 10, 2022	GPRModel Discovery	CodeCode Available	0	5

Show:10 25 50

← PrevPage 3 of 9Next →

No leaderboard results yet.