Engineering | Physics Learning dynamical systems from data: An introduction to physics-guided deep learning. June 24, 2024
Fluid Dynamics | Mathematics | Physics Recurrent flow patterns as a basis for two-dimensional turbulence: Predicting statistics from structures. May 31, 2024
Other Deep Reinforcement Learning Sensor Scheduling for Effective Monitoring of Dynamical Systems. April 29, 2024
Computer Science | Data Science Deep-learning reconstruction of complex dynamical networks from incomplete data. April 4, 2024
Artificial Intelligence | Computer Science | Dynamical Systems Analysis Deep learning-based analysis of basins of attraction. March 4, 2024
Dynamical Systems | Machine Learning Curriculum learning for data-driven modeling of dynamical systems. March 8, 2023
Bioinformatics | Biomedical Engineering Datasets for learning of unknown characteristics of dynamical systems. February 7, 2023
Neuroscience | Psychology Modelling human behaviour in cognitive tasks with latent dynamical systems. January 19, 2023
Other NN-Poly: Approximating common neural networks with Taylor polynomials to imbue dynamical system constraints. November 25, 2022
Neurology | Neuroscience Neural stochastic differential equations network as uncertainty quantification method for EEG source localization. November 11, 2022
Artificial Intelligence | Physics Physics guided neural networks for modelling of non-linear dynamics. September 28, 2022
Bioinformatics | Genomics | Systems Biology Inferring structural and dynamical properties of gene networks from data with deep learning. September 17, 2022