conftrace_

neural network solver

6 papers

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Co-occurring keywords

neural network (6616) neural solver (19) combinatorial optimization (1039) fluid dynamics (38) local optima (19) local optimum (24) symplectic integrator (5) partial differential equation solver (2) physics-constrained learning (3) spatial-temporal decomposition (1)

Papers

Controlling Continuous Relaxation for Combinatorial Optimization NIPS 2024
Deep Learning for Computing Convergence Rates of Markov Chains NIPS 2024
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NIPS 2024
NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition ICML 2023
Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems AAAI 2022
Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers L4DC 2022