Machine Learning for Microstructural Data

Machine Learning for Microstructural Data

Oct 21, 2020
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers:
Tags: microstructure machine learning artificial intelligence data
Free
Additive Manufacturing of Metals: Complex Microstructures and Architecture Design

Additive Manufacturing of Metals: Complex Microstructures and Architecture Design

Sep 17, 2020
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers:
Tags: nanostructure metal microstructure alloys machine learning simulation additive manufacturing Aluminum Titanium steel 3D Printing modeling high entropy alloy nickel
Free
Data-Driven Ceramics and Glass Research

Data-Driven Ceramics and Glass Research

Jul 15, 2020
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers:
Tags: ceramic machine learning artificial intelligence glass modeling datadatabase computationcomputing predictive
Free
Metasurfaces for Flat Optics

Metasurfaces for Flat Optics

Mar 25, 2020
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers:
Tags: nanoscale nanostructure oxide optical properties machine learning metamaterial plasmonic photonic 2D materials tunable atomic layer deposition
Free
Phase-change Materials in Electronics and Photonics

Phase-change Materials in Electronics and Photonics

Sep 25, 2019
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers:
Tags: metal devices phase transformation electronic material memory amorphous microelectronics bonding photonics machine learning simulation artificial intelligence nucleation and growth crystallization thermal stresses calorimetry glass
Standard: Free
The Machine Learning Revolution in Materials Research

The Machine Learning Revolution in Materials Research

Sep 24, 2019
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers:
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
Standard: Free
Fundamental Understanding and Applications of High-Entropy Alloys

Fundamental Understanding and Applications of High-Entropy Alloys

Oct 25, 2018
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Tags: corrosion diffusion microstructure phase transformation transmission electron microscopy machine learning grain boundaries thermodynamics kinetics computational modeling twinning additive manufacturing powder metallurgy atom-probe tomography polymers
​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:
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
Machine Learning, AI, and Data-Driven Materials Development and Design

Machine Learning, AI, and Data-Driven Materials Development and Design

Sep 12, 2018
Collection: OnDemand Webinar Series
Credits: None available.
Type: Session
Speakers:
Tags: machine learning informatics artificial intelligence