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physical system

8 papers

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Co-occurring keywords · papers mentioning both

graph neural network (3) diffusion model (2) variational integrator (1) generative energy function (1) mesh simulation (1) scientific modeling (1) interaction strength (1) brownian dynamics (1) async denoising (1) polyak-łojasiewicz condition (1)

Papers

CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems ICLR 2025 BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics ICLR 2024 DiffPhyCon: A Generative Approach to Control Complex Physical Systems NeurIPS 2024 Interpretable Meta-Learning of Physical Systems ICLR 2024 Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network ICLR 2023 Learning Mesh-Based Simulation with Graph Networks ICLR 2021 Variational Integrator Networks for Physically Structured Embeddings AISTATS 2020 The Physical Systems Behind Optimization Algorithms NeurIPS 2018