April 17, 2024
Report

UQ4QM: Uncertainty Quantification for Quantum Materials - Final Report to Chemical Dynamics Initiative

Abstract

The Uncertainty Quantification for Quantum Materials (UQ4QM) LDRD project focused on developing solutions for strategic two project areas the Chemical Dynamics Initiative (CDi) Use Case 3. This included data-driven approaches toward understanding heterogeneous data, such as multi-fidelity data or data with unknown spatial or temporal perturbations. The applications were varied but the project aims pursued solutions which were amenable to common UQ approaches in order to maximize impact

Published: April 17, 2024

Citation

Rosenthal W.S. 2024. UQ4QM: Uncertainty Quantification for Quantum Materials - Final Report to Chemical Dynamics Initiative Richland, WA: Pacific Northwest National Laboratory.