Hybrid Modeling Design Patterns

29 December 2023

Papers citing "Hybrid Modeling Design Patterns"

7 / 7 papers shown

Title
Learnable & Interpretable Model Combination in Dynamical Systems Modeling Tobias Thummerer Lars Mikelsons AI4CE 30 1 0 12 Jun 2024
Learning Interacting Dynamical Systems with Latent Gaussian Process ODEs Çağatay Yıldız M. Kandemir Barbara Rakitsch 46 10 0 24 May 2022
Performance Analysis of Electrical Machines Using a Hybrid Data- and Physics-Driven Model Vivek Parekh D. Flore S. Schöps AI4CE 16 6 0 24 Jan 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 172 1,100 0 27 Apr 2021
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems J. Willard X. Jia Shaoming Xu M. Steinbach Vipin Kumar AI4CE 80 385 0 10 Mar 2020
Lagrangian Neural Networks M. Cranmer S. Greydanus Stephan Hoyer Peter W. Battaglia D. Spergel S. Ho PINN 121 419 0 10 Mar 2020
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 231 3,230 0 24 Nov 2016