A review of dynamical systems approaches for the detection of chaotic attractors in cancer networks - ScienceDirect
Closed-form continuous-time neural networks | Nature Machine Intelligence
11 The system dynamics modeling process | Download Scientific Diagram
Time series in healthcare: challenges and solutions // van der Schaar Lab
Unraveling hidden interactions in complex systems with deep learning | Scientific Reports
From Computational Fluid Dynamics to Structure Interpretation via Neural Networks: An Application to Flow and Transport in Porous Media | Industrial & Engineering Chemistry Research
Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series - ScienceDirect
Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series - ScienceDirect
Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series - ScienceDirect
Deep multi-modal learning for joint linear representation of nonlinear dynamical systems | Scientific Reports
Applied Sciences | Free Full-Text | Re-Thinking Data Strategy and Integration for Artificial Intelligence: Concepts, Opportunities, and Challenges
Learning agile and dynamic motor skills for legged robots | Science Robotics
Long-Time-Step Molecular Dynamics through Hydrogen Mass Repartitioning | Journal of Chemical Theory and Computation
Frontiers | Generative Models of Brain Dynamics
Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series - ScienceDirect
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI | PLOS Computational Biology
Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series - ScienceDirect
Machine learning dismantling and early-warning signals of disintegration in complex systems | Nature Communications
Self-directed online machine learning for topology optimization | Nature Communications
Chasing collective variables using temporal data-driven strategies | QRB Discovery | Cambridge Core
Frontiers | Prediction of wastewater treatment system based on deep learning
Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series - ScienceDirect
LM101-081: Ch3: How to Define Machine Learning (or at Least Try) - Learning Machines 101
Physics-informed neural networks - Wikipedia
