Real-Time Adaptive Machine-Learning-Based Predictive Control of Nonlinear Processes | 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
Unraveling hidden interactions in complex systems with deep learning | Scientific Reports
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI | PLOS Computational Biology
Embracing Change: Continual Learning in Deep Neural Networks: Trends in Cognitive Sciences
A review of dynamical systems approaches for the detection of chaotic attractors in cancer networks - ScienceDirect
Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series - ScienceDirect
From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling | Nature Communications
Machine Learning Force Fields and Coarse-Grained Variables in Molecular Dynamics: Application to Materials and Biological Systems | Journal of Chemical Theory and Computation
11 The system dynamics modeling process | Download Scientific Diagram
Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series - ScienceDirect
Artificial neural network - Wikipedia
Closed-form continuous-time neural networks | Nature Machine Intelligence
Dynamic and explainable machine learning prediction of mortality in patients in the intensive care unit: a retrospective study of high-frequency data in electronic patient records - The Lancet Digital Health
Modeling of dynamical systems through deep learning | SpringerLink
Physics-informed neural networks - Wikipedia
Artificial neural network - Wikipedia
Applied Sciences | Free Full-Text | Re-Thinking Data Strategy and Integration for Artificial Intelligence: Concepts, Opportunities, and Challenges
Time series in healthcare: challenges and solutions // van der Schaar Lab
LM101-081: Ch3: How to Define Machine Learning (or at Least Try) - Learning Machines 101
Computers | Free Full-Text | Understanding of Machine Learning with Deep Learning: Architectures, Workflow, Applications and Future Directions
Next generation reservoir computing | Nature Communications
Frontiers | Prediction of wastewater treatment system based on deep learning
