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Real-Time Adaptive Machine-Learning-Based Predictive Control of Nonlinear  Processes | Industrial & Engineering Chemistry Research
Real-Time Adaptive Machine-Learning-Based Predictive Control of Nonlinear Processes | Industrial & Engineering Chemistry Research

Time series in healthcare: challenges and solutions // van der Schaar Lab
Time series in healthcare: challenges and solutions // van der Schaar Lab

From calibration to parameter learning: Harnessing the scaling effects of  big data in geoscientific modeling | Nature Communications
From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling | Nature Communications

Michael Mahoney - Dynamical systems and machine learning - YouTube
Michael Mahoney - Dynamical systems and machine learning - YouTube

Machine learning dismantling and early-warning signals of disintegration in  complex systems | Nature Communications
Machine learning dismantling and early-warning signals of disintegration in complex systems | 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

Frontiers | Generative Models of Brain Dynamics
Frontiers | Generative Models of Brain Dynamics

Closed-form continuous-time neural networks | Nature Machine Intelligence
Closed-form continuous-time neural networks | Nature Machine Intelligence

Chasing collective variables using temporal data-driven strategies | QRB  Discovery | Cambridge Core
Chasing collective variables using temporal data-driven strategies | QRB Discovery | Cambridge Core

Deep multi-modal learning for joint linear representation of nonlinear dynamical  systems | Scientific Reports
Deep multi-modal learning for joint linear representation of nonlinear dynamical systems | Scientific Reports

Time series in healthcare: challenges and solutions // van der Schaar Lab
Time series in healthcare: challenges and solutions // van der Schaar Lab

Frontiers | Prediction of wastewater treatment system based on deep learning
Frontiers | Prediction of wastewater treatment system based on deep learning

From Computational Fluid Dynamics to Structure Interpretation via Neural  Networks: An Application to Flow and Transport in Porous Media | Industrial  & Engineering Chemistry Research
From Computational Fluid Dynamics to Structure Interpretation via Neural Networks: An Application to Flow and Transport in Porous Media | Industrial & Engineering Chemistry Research

Physics-informed neural networks - Wikipedia
Physics-informed neural networks - Wikipedia

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

Modeling of dynamical systems through deep learning | SpringerLink
Modeling of dynamical systems through deep learning | SpringerLink

Next generation reservoir computing | Nature Communications
Next generation reservoir computing | Nature Communications

Dynamics and Optimization of Learning Systems (DOLS) | Earth Signals and  Systems Group
Dynamics and Optimization of Learning Systems (DOLS) | Earth Signals and Systems Group

Long-Time-Step Molecular Dynamics through Hydrogen Mass Repartitioning |  Journal of Chemical Theory and Computation
Long-Time-Step Molecular Dynamics through Hydrogen Mass Repartitioning | Journal of Chemical Theory and Computation

Self-directed online machine learning for topology optimization | Nature  Communications
Self-directed online machine learning for topology optimization | 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

11 The system dynamics modeling process | Download Scientific Diagram
11 The system dynamics modeling process | Download Scientific Diagram

Artificial neural network - Wikipedia
Artificial neural network - Wikipedia

Learning agile and dynamic motor skills for legged robots | Science Robotics
Learning agile and dynamic motor skills for legged robots | Science Robotics

Computers | Free Full-Text | Understanding of Machine Learning with Deep  Learning: Architectures, Workflow, Applications and Future Directions
Computers | Free Full-Text | Understanding of Machine Learning with Deep Learning: Architectures, Workflow, Applications and Future Directions