2 citations · 3 across the 2 of their papers we have counts for
3 papers
math.NA2025
Parallel-in-Time Solution of Allen-Cahn Equations by Integrating Operator Learning into the Parareal Method
Yuwei Geng, Junqi Yin, Eric C. Cyr +2
While recent advances in deep learning have shown promising efficiency gains in solving time-dependent partial differential equations (PDEs), matching the accuracy of conventional…
cs.LG2024★ 2 cited
A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics
Junqi Yin, Siming Liang, Siyan Liu +4
The weather and climate domains are undergoing a significant transformation thanks to advances in AI-based foundation models such as FourCastNet, GraphCast, ClimaX and Pangu-Weathe…
cond-mat.mtrl-sci2024★ 1 cited
Hierarchical Bayesian approach for adaptive integration of Bragg peaks in time-of-flight neutron scattering data
Viktor Reshniak, Xiaoping Wang, Guannan Zhang +2
The Spallation Neutron Source (SNS) at Oak Ridge National Laboratory (ORNL) operates in the event mode. Time-of-flight (TOF) information about each detected neutron is collected se…