Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML

Anh Tran
April 22, 2025

Latent Variable Approaches for Data-Driven Design of Heterogeneous Metamaterial Systems

Liwei Wang
April 22, 2025

Accelerated predictions of the sublimation enthalpy of organic materials with machine learning

Yifan Liu
April 21, 2025

UQ and atomistic simulations

Aleksandr Chernatynskiy
April 21, 2025

DiSCoVeR 2.0: Mutual Information Informed Novelty Estimation of Materials Along Chemical and Structural Axes

Taylor Sparks
April 21, 2025

Gaussian Process for Materials Research

Bruce Pitman
April 21, 2025

Advances in Active Learning and Emulation for Multi-Fidelity Simulations

Chih-Li Sung
April 4, 2025

Rational Kriging

Roshan Joseph
April 4, 2025

Building GP Surrogate Model with High-Dimensional Input

Lulu Kang
April 4, 2025