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Surrogate models
Safe planning under uncertainty using surrogate models
Accelerating Scientific Machine Learning with Automatic Differentiable Surrogates - Ludovico Bessi
Streamlining Materials Design with Intelligent Experimentation with Novelis: SigOpt Summit 2021
Building Surrogate Models for Physics Simulation using a No-Code Approach
Using Physics-Informed Neural Networks as Surrogate Models
Surrogate models of heat exchangers
DOE & Surrogate Model Extraction for Antenna Design | SIMULIA 3DEXPERIENCE
Surrogate Modeling and Active Learning for Optimization | Fireside Chat with Dr. Bobby Gramacy
AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning]
Surrogate Modeling in Engineering: Designing Under Uncertainty with AI | Uplatz
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Last Updated: August 20, 2026
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![AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning]](https://i.ytimg.com/vi/ARMk955pGbg/mqdefault.jpg)
