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neural network surrogate

6 papers

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Co-occurring keywords · papers mentioning both

surrogate model (2) mixed integer programming (2) black-box optimization (2) physics-informed learning (1) differentiable simulation (1) computational fluid dynamics (1) neural operator (1) model-based optimization (1) combinatorial constraint (1) design optimization (1)

Papers

FUSE: Fast Unified Simulation and Estimation for PDEs NeurIPS 2024 Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods ICML 2023 Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022 Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models ICML 2022 Latent Space Simulation for Carbon Capture Design Optimization AAAI 2022 Neur2SP: Neural Two-Stage Stochastic Programming NeurIPS 2022