A Curriculum-Training-Based Strategy for Distributing Collocation Points during Physics-Informed Neural Network Training

21 November 2022

Papers citing "A Curriculum-Training-Based Strategy for Distributing Collocation Points during Physics-Informed Neural Network Training"

5 / 5 papers shown

Title
Localized Physics-informed Gaussian Processes with Curriculum Training for Topology Optimization Amin Yousefpour Shirin Hosseinmardi Xiangyu Sun Ramin Bostanabad 36 0 0 18 Mar 2025
Learning and Verifying Maximal Taylor-Neural Lyapunov functions Matthieu Barreau Nicola Bastianello 29 1 0 30 Aug 2024
Efficient training of physics-informed neural networks via importance sampling M. A. Nabian R. J. Gladstone Hadi Meidani DiffM PINN 69 222 0 26 Apr 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 65 338 0 25 Jan 2021
$NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework$ NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework O. Hennigh S. Narasimhan M. A. Nabian Akshay Subramaniam Kaustubh Tangsali M. Rietmann J. Ferrandis Wonmin Byeon Z. Fang S. Choudhry PINN AI4CE 93 126 0 14 Dec 2020