Physics guided neural networks for modelling of non-linear dynamics

Physics guided neural networks for modelling of non-linear dynamics

13 May 2022

Haakon Robinson

Papers citing "Physics guided neural networks for modelling of non-linear dynamics"

11 / 11 papers shown

Title
State-space models are accurate and efficient neural operators for dynamical systems Zheyuan Hu Nazanin Ahmadi Daryakenari Qianli Shen Kenji Kawaguchi George Karniadakis Mamba AI4CE 75 13 0 28 Jan 2025
Point Neuron Learning: A New Physics-Informed Neural Network Architecture Hanwen Bi T. Abhayapala PINN 21 3 0 30 Aug 2024
Aeroengine performance prediction using a physical-embedded data-driven method Tong Mo Shiran Dai An Fu Xiaomeng Zhu Shuxiao Li 27 0 0 29 Jun 2024
A novel framework for generalization of deep hidden physics models Vijay Kag Birupaksha Pal AI4CE 13 0 0 09 Jan 2024
Discussing the Spectrum of Physics-Enhanced Machine Learning; a Survey on Structural Mechanics Applications M. Haywood-Alexander Wei Liu Kiran Bacsa Zhilu Lai Eleni Chatzi AI4CE 20 9 0 31 Oct 2023
Digital Twins in Wind Energy: Emerging Technologies and Industry-Informed Future Directions Florian Stadtmann Adil Rasheed T. Kvamsdal K. Johannessen Omer San ... Håvard Paulshus Tore Rasmussen E. Rishoff Francesco Scibilia John Olav Skogås 27 32 0 16 Apr 2023
Machine Learning for Smart and Energy-Efficient Buildings Hari Prasanna Das Yu-Wen Lin Utkarsha Agwan Lucas Spangher Alex Devonport Yu Yang Ján Drgoňa A. Chong S. Schiavon C. Spanos HAI AI4CE 34 20 0 27 Nov 2022
A novel corrective-source term approach to modeling unknown physics in aluminum extraction process Haakon Robinson E. Lundby Adil Rasheed J. Gravdahl 28 5 0 22 Sep 2022
Decentralized digital twins of complex dynamical systems Omer San Suraj Pawar Adil Rasheed AI4CE 41 11 0 07 Jul 2022
Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach Sindre Stenen Blakseth Adil Rasheed T. Kvamsdal Omer San AI4CE 26 31 0 07 Jun 2022
Physics guided machine learning using simplified theories Suraj Pawar Omer San Burak Aksoylu Adil Rasheed T. Kvamsdal PINN AI4CE 105 106 0 18 Dec 2020