Seeking the Intelligent Data-Physics Integration for Complex Engineered Systems
Energy Storage Systems | Porous Media | Lightweight Metals | Biophysical Systems
What is "Data-Physics Integration"?
What is "Data-Physics Integration"?
2-min Video Introduction
with Energy Storage Systems as An Example
2-min Video Introduction
with Energy Storage Systems as An Example
30-min Video of Research Summary
on Battery Safety Modeling
30-min Video of Research Summary
on Battery Safety Modeling
Physics-informed data-driven approaches
Physics-informed data-driven approaches
Physics-Informed Neural Networks
Physics-Informed Neural Networks
Data-Driven Battery Safety Envelope
Data-Driven Battery Safety Envelope
Data Mining with Advanced Experimental Techniques
Data Mining with Advanced Experimental Techniques
In-Situ SEM
In-Situ SEM
Ion Beam Milling & Imaging | Micro- & Nano-CT
Ion Beam Milling & Imaging | Micro- & Nano-CT
Microstructural Reconstruction
Microstructural Reconstruction
Nanoindentation of Electrodes
Nanoindentation of Electrodes
Electro-Chemo-Mechanics of Energy Storage Systems
Electro-Chemo-Mechanics of Energy Storage Systems
Multi-scale Modeling of Li-ion Batteries
Multi-scale Modeling of Li-ion Batteries
Standardization of Battery Safety Tests
Standardization of Battery Safety Tests
Structure-Property Relationship
Structure-Property Relationship
Solid-State Batteries & Li-Anode
Solid-State Batteries & Li-Anode
Fighting climate change
Fighting climate change
Assessment of Batteries for Reuse
Assessment of Batteries for Reuse
Offshore infrastructures
Offshore infrastructures
Expansion of Downhole Tubes
Expansion of Downhole Tubes
Cyclic Loading of Tube Materials
Cyclic Loading of Tube Materials
Biophysical systems & Covid-19
Biophysical systems & Covid-19
Vibration of Coronavirus
Vibration of Coronavirus
Reported by MIT News
Reported by MIT News