Matthew Witman

Presentation History

2024 MRS Fall Meeting & Exhibit

MatFold—Cross-validation Protocols to Systematically Evaluate Generalization Errors in Materials Discovery Models

Dec 5, 2024, 8:45 AM

2024 MRS Spring Meeting

Pressure-Dependent Thermodynamics of Cubic Lu-H-N Solid Solutions by First-Principles Calculations and Graph Neural Networks

May 9, 2024, 11:50 AM

2024 MRS Spring Meeting

Engineering The Spin Transition and Carrier Type with High-Entropy Lattice Distortions in Rare Earth Cobaltates

Apr 23, 2024, 4:00 PM

2024 MRS Spring Meeting

Materials Discovery for High-Temperature Clean-Energy Applications (and Beyond) via Defect Graph Neural Networks

Apr 22, 2024, 2:45 PM

2023 MRS Spring Meeting

Materials Discovery for High-Temperature, Clean-Energy Applications Using Graph Neural Network Models of Vacancy Defects and Free-Energy Calculations

Apr 14, 2023, 1:45 PM

2023 MRS Spring Meeting

Optimizing Thermodynamic Properties of High Entropy Alloys and Hydrides with Lattice Graph Neural Network Models

Apr 14, 2023, 11:30 AM

2023 MRS Spring Meeting

Predicting Entropy-Enthalpy Compensation in Metal Hydrides Using Machine Learning

Apr 14, 2023, 11:15 AM

2023 MRS Spring Meeting

Design of High-Entropy Hydrides for Reversible Hydrogen Storage

Apr 13, 2023, 10:30 AM

2023 MRS Spring Meeting

Explainable Machine Learning for Hydrogen Diffusion in Metals and Random Binary Alloys

Apr 11, 2023, 11:00 AM

2022 MRS Spring Meeting

Graph Convolutional Neural Network Modeling of Vacancy Formation for Materials Discovery in Solar Thermochemical Water Splitting

May 10, 2022, 11:45 AM

2021 MRS Fall Meeting

Liquid Metal Alloys for Hybrid Thermo-Electro-Chemical Water Splitting Cycles

Dec 8, 2021, 2:00 PM

2021 MRS Fall Meeting

A Data-Driven Roadmap Towards Pareto Optimal Hydrogen Storage Alloys

Dec 6, 2021, 1:45 PM