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Differential Equations

6 directly classified papers

Papers per year

Papers

Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025
Symmetry-Informed Governing Equation Discovery NIPS 2024
Counterfactual Dynamics Forecasting – a New Setting of Quantitative Reasoning AAAI 2023
A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization NIPS 2023
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations NIPS 2023
Neural Laplace: Learning diverse classes of differential equations in the Laplace domain ICML 2022