Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders

7 January 2023

Papers citing "Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders"

4 / 4 papers shown

Title
Physics-informed kernel learning Nathan Doumèche Francis Bach Gérard Biau Claire Boyer PINN 37 2 0 20 Sep 2024
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks Andrea Bonfanti Giuseppe Bruno Cristina Cipriani 32 7 0 06 Feb 2024
Constructing Extreme Learning Machines with zero Spectral Bias Kaumudi Joshi V. Snigdha A. K. Bhattacharya 28 2 0 19 Jul 2023
$NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework$ 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