conftrace_

neural network solver

7 papers

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Co-occurring keywords · papers mentioning both

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

Papers

Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation ICML 2025 Controlling Continuous Relaxation for Combinatorial Optimization NeurIPS 2024 Deep Learning for Computing Convergence Rates of Markov Chains NeurIPS 2024 Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NeurIPS 2024 NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition ICML 2023 Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers L4DC 2022 Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems AAAI 2022