Tian Xie

Presentation History

2024 MRS Fall Meeting & Exhibit

MatterGen—A Generative Model for Inorganic Materials Design

Dec 4, 2024, 1:30 PM

2023 MRS Fall Meeting

Inverse Design of Next-Generation Superconductors using Data-Driven Deep Generative Models

Nov 27, 2023, 11:15 AM

2022 MRS Fall Meeting

Early Prediction of Ion Transport Properties in Molecular Dynamics Simulations of Solid Polymer Electrolytes Using Machine Learning

Dec 2, 2022, 4:00 PM

2022 MRS Fall Meeting

Htpmd—A Cloud Platform for Automated Analysis of Raw Simulation Data for Polymer Electrolytes

Dec 1, 2022, 10:45 AM

2022 MRS Fall Meeting

Crystal Structure Reconstruction from X-Ray Diffraction Patterns Based on Supervised Contrastive Learning

Dec 1, 2022, 9:45 AM

2022 MRS Fall Meeting

Examining Graph Neural Networks for Inorganic Crystalline Structures

Nov 28, 2022, 10:45 AM

2022 MRS Spring Meeting

Calibrating DFT Formation Enthalpy Calculations by Multi-Fidelity Machine Learning

May 9, 2022, 11:30 AM

2022 MRS Spring Meeting

Learning to Simulate Time-Averaged Coarse-Grained Molecular Dynamics with Geometric Machine Learning

May 8, 2022, 3:30 PM

2022 MRS Spring Meeting

Crystal Diffusion Variational Autoencoder for Periodic Material Generation

May 8, 2022, 2:00 PM

2021 MRS Fall Meeting

Machine Learning for Accelerated Discovery of Polymer Electrolytes

Dec 1, 2021, 10:45 AM

2021 MRS Spring Meeting

Screening Corrosion-Resistant Binary Magnesium Alloys Through High-Throughput Computations

Apr 21, 2021, 10:05 PM

2019 MRS Fall Meeting

Understanding the Atomic Scale Dynamics in Materials with Unsupervised Learning from Molecular Dynamics

Dec 3, 2019, 9:00 AM