Yu-Ting Hsu

Presentation History

2024 MRS Fall Meeting & Exhibit

Can Chemical Property Prediction Models Extrapolate? Understanding How to Move Towards Generalizable Chemical Foundation Models

Dec 5, 2024, 9:00 AM

2024 MRS Spring Meeting

Elucidating Structural Heterogeneity of Amorphous Materials with X-Ray Absorption Spectroscopy and Machine Learning

Apr 24, 2024, 2:15 PM

2023 MRS Fall Meeting

Accelerated Training of Cluster Expansion Models for Simulating Complex Oxides in High-Temperature Energy Conversion Applications

Nov 30, 2023, 3:45 PM

2023 MRS Fall Meeting

Spectroscopy-To-Structure Prediction via Conditional Diffusion Model and its Application to Disordered Materials

Nov 29, 2023, 3:30 PM

2023 MRS Fall Meeting

Autonomous Learning of Atomistic Structural Transitions via Physics-Inspired Graph Neural Networks

Nov 28, 2023, 8:30 AM

2023 MRS Spring Meeting

Toward Automated Characterization of Disordered Materials by Integrating Atomistic Simulations, Machine Learning and X-ray Absorption Spectroscopy

Apr 14, 2023, 10:15 AM

2023 MRS Spring Meeting

Accurate Simulation of Precipitation Events Using Diffusion Probabilistic Models

Apr 13, 2023, 2:00 PM

2023 MRS Spring Meeting

Unifying the Duality of Crystalline Order-Disorder Characterization with Denoising Score Function Model

Apr 12, 2023, 9:15 AM

2023 MRS Spring Meeting

Harnessing Neural Network for Predicting X-Ray Spectroscopy of Amorphous Carbon Materials

Apr 10, 2023, 2:15 PM

2022 MRS Fall Meeting

Quantifying Disorder One Atom at a Time Using an Interpretable Graph Neural Network Paradigm

Nov 30, 2022, 4:00 PM

2021 MRS Fall Meeting

A Fundamental Training Paradigm for Graph Neural Networks to Characterize Complex Features in Atomic Microstructures

Dec 8, 2021, 8:00 AM

2021 MRS Fall Meeting

Effect of Rapid-Solidification Induced Cellular Structures on the Corrosion Behavior of an Additively Manufactured 316L Stainless Steel Investigated by High-Speed AFM

Dec 2, 2021, 11:15 AM