Predictive Limitations of Physics-Informed Neural Networks in Vortex Shedding

31 May 2023

Papers citing "Predictive Limitations of Physics-Informed Neural Networks in Vortex Shedding"

4 / 4 papers shown

Title
Practical Aspects on Solving Differential Equations Using Deep Learning: A Primer Georgios Is. Detorakis 28 0 0 21 Aug 2024
Weak baselines and reporting biases lead to overoptimism in machine learning for fluid-related partial differential equations N. McGreivy Ammar Hakim AI4CE 34 43 0 09 Jul 2024
Data-Driven Physics-Informed Neural Networks: A Digital Twin Perspective Sunwoong Yang Hojin Kim Y. Hong K. Yee R. Maulik Namwoo Kang PINN AI4CE 26 17 0 05 Jan 2024
Automatic Differentiation for Inverse Problems with Applications in Quantum Transport I. Williams E. Polizzi 18 1 0 18 Jul 2023