Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems

20 November 2020

Papers citing "Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems"

8 / 8 papers shown

Title
Optimizing Hard Thresholding for Sparse Model Discovery Derek W. Jollie Scott G. McCalla 41 0 0 28 Apr 2025
Deep Learning-Based Spatiotemporal Multi-Event Reconstruction for Delay Line Detectors Marco Knipfer S. Meier J. Heimerl P. Hommelhoff S. Gleyzer 21 3 0 13 Jun 2023
MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning S Chandra Mouli M. A. Alam Bruno Ribeiro OOD 15 4 0 06 Mar 2023
Koopman Neural Forecaster for Time Series with Temporal Distribution Shifts Rui Wang Yihe Dong Sercan Ö. Arik Rose Yu AI4TS 31 22 0 07 Oct 2022
Data-Centric Epidemic Forecasting: A Survey Alexander Rodríguez Harshavardhan Kamarthi Pulak Agarwal Javen Ho Mira Patel Suchet Sapre B. Prakash OOD 24 18 0 19 Jul 2022
Learning continuous models for continuous physics Aditi S. Krishnapriyan A. Queiruga N. Benjamin Erichson Michael W. Mahoney AI4CE 18 32 0 17 Feb 2022
Modeling the effect of the vaccination campaign on the Covid-19 pandemic M. Angeli Georgios Neofotistos M. Mattheakis E. Kaxiras 8 37 0 27 Aug 2021
Physics-Guided Deep Learning for Dynamical Systems: A Survey Rui Wang Rose Yu AI4CE PINN 28 64 0 02 Jul 2021