surrogate modeling

Cryptography and Security Machine Learning

HGAttack: Transferable Heterogeneous Graph Adversarial Attack

root January 20, 2024 0

The paper discusses the increasing recognition of Heterogeneous Graph Neural Networks (HGNNs) in areas like web and e-commerce and the necessity for resilience against adversarial attacks. The authors present HGAttack,…

Artificial Intelligence Machine Learning

Multiple Physics Pretraining for Physical Surrogate Models

root October 5, 2023 0

This research introduces multiple physics pretraining (MPP), a new approach for physical surrogate modeling. The MPP method involves training large models to predict the dynamics of various physical systems simultaneously….

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surrogate modeling

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