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
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
Artificial neural network - Wikipedia
Michael Mahoney - Dynamical systems and machine learning - YouTube
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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
Chasing collective variables using temporal data-driven strategies | QRB Discovery | Cambridge Core
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Machine Learning Force Fields and Coarse-Grained Variables in Molecular Dynamics: Application to Materials and Biological Systems | Journal of Chemical Theory and Computation
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI | PLOS Computational Biology
Learning agile and dynamic motor skills for legged robots | Science Robotics
Next generation reservoir computing | Nature Communications
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
Dynamics and Optimization of Learning Systems (DOLS) | Earth Signals and Systems Group
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
Unraveling hidden interactions in complex systems with deep learning | Scientific Reports
Applied Sciences | Free Full-Text | Re-Thinking Data Strategy and Integration for Artificial Intelligence: Concepts, Opportunities, and Challenges
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Self-directed online machine learning for topology optimization | Nature Communications
