The Machine Learning Revolution in Materials Research

Jul 24, 2019
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Tags: nanostructure metal dielectric microstructure devices piezoelectric ferroelectric crystallographic structure electronic material alloys composite electrical properties ceramic machine learning simulation electronic structure artificial intelligence powder metallurgy scanning electron transmission microscopy STEM biomimetic assembly biological chemical synthesis coatings x-ray diffraction combinatorial synthesis data analysis autonomous research systems symbolic regression genetic programming grammar-guided genetic programming grammatical evolution mathematic formulas elemental optical metallography

Computational Design and Development of Alloys

Jun 5, 2019
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers: Claus Daniel
Tags: microstructure alloy crystallographic structure composite chemical composition ferroelectricity actuator simulation electronic structure defects artificial intelligence kinetics phase equilibria stressstrain relationship dislocations strength Aluminum Magnesium Titanium steel structural epitaxy
Self-Assembled Porphyrin and Macrocycle Derivatives

Self-Assembled Porphyrin and Macrocycle Derivatives

Mar 20, 2019
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers: Hongyou Fan, Feng Bai, Bingbo Zhang , Yongming Tian
Tags: nanoscale nanostructure self-assembly catalytic energy storage sensor magnetic properties semiconductors biomedical composite electronic structure photoconductivity nucleation and growth ion-solid interactions tissue
​Data-Centric Science for Materials Innovation

​Data-Centric Science for Materials Innovation

Sep 26, 2018
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers: Isao Tanaka, Krishna Rajan, Christopher Wolverton, Shyam Dwaraknath, Claudia Draxl, Muratahan Aykol
Tags: nanoscale nanostructure elastic properties catalytic crystallographic structure amorphous transmission electron microscopy ceramic machine learning informatics simulation electronic structure defects grain boundaries metadata artificial intelligence