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Simon Weissmann - Surrogate based one-shot formulation for inverse problems and optimization
Surrogate-based Simulation Optimization
Surrogate models
Replacing a computationally expensive simulation with a Gaussian process surrogate model in quoFEM
Accelerating mesoscale predictions via surrogate models trained by machine learning methods
Surrogate Modeling - An Evolutionary Computing Technique
Teaching Incompressible Fluid Dynamics to Fast Neural Surrogate Models in 3D
Using Physics-Informed Neural Networks as Surrogate Models
Accelerating Scientific Machine Learning with Automatic Differentiable Surrogates - Ludovico Bessi
Eric Heiden - Warp: Advancing Simulation AI with Differentiable GPU Computing in Python | SciPy 2024
Omar Ghattas - Reduced Basis Neural Network Surrogates for Bayesian Inversion and Optimal...
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Last Updated: August 19, 2026
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