Dataset Groups Activity Stream Learning Networked Dynamical System Models with Weak Form and Graph Neural Networks The dataset is used to train and test the weak Latent Dynamics Model (wLDM) and its variant, the weak Graph Koopman Bilinear Form (wGKBF) model. BibTex: @dataset{Yin_Yu_and_Daning_Huang_and_Seho_Park_and_Herschel_C_Pangborn_2024, abstract = {The dataset is used to train and test the weak Latent Dynamics Model (wLDM) and its variant, the weak Graph Koopman Bilinear Form (wGKBF) model.}, author = {Yin Yu and Daning Huang and Seho Park and Herschel C. Pangborn}, doi = {10.57702/d47sqdr6}, institution = {No Organization}, keyword = {'control-oriented modeling', 'graph neural networks', 'weak form'}, month = {dec}, publisher = {TIB}, title = {Learning Networked Dynamical System Models with Weak Form and Graph Neural Networks}, url = {https://service.tib.eu/ldmservice/dataset/learning-networked-dynamical-system-models-with-weak-form-and-graph-neural-networks}, year = {2024} }
