Randy Michael Churchill

11 papers B 3C 1Journal 5Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fast and Invertible Simplicial Approximation of Magnetic-Following Interpolation for Visualizing Fusion Plasma Simulation Data. Comput. Graph. Forum Congrong Ren, Robert Hager, Randy Michael Churchill, Albert Mollén, Seung-Hoe Ku, Choong-Seock Chang, Hanqi Guo
2025	J	`jnl`	How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning. CoRR Matt Landreman, Jong Youl Choi, Caio Alves, Prasanna Balaprakash, Randy Michael Churchill, Rory Conlin, Gareth Roberg-Clark
2023	J	`jnl`	Unraveling Diffusion in Fusion Plasma: A Case Study of In Situ Processing and Particle Sorting. CoRR Junmin Gu, Paul Lin, Kesheng Wu, Seung-Hoe Ku, Choong-Seock Chang, Randy Michael Churchill, Jong Choi, Norbert Podhorszki, Scott Klasky
2021	B	`conf`	Maintaining Trust in Reduction: Preserving the Accuracy of Quantities of Interest for Lossy Compression. SMC Qian Gong, Xin Liang, Ben Whitney, Jong Youl Choi, Jieyang Chen, Lipeng Wan, Stéphane Ethier, Seung-Hoe Ku, Randy Michael Churchill, Choong-Seock Chang, Mark Ainsworth, Ozan Tugluk, Todd S. Munson, David Pugmire, Richard Archibald, Scott Klasky
2020	B	`conf`	Data Federation Challenges in Remote Near-Real-Time Fusion Experiment Data Processing. SMC Jong Choi, Ruonan Wang, Randy Michael Churchill, Ralph Kube, Minjun Choi, Jinseop Park, Jeremy Logan, Kshitij Mehta, Greg Eisenhauer, Norbert Podhorszki, Matthew Wolf, Choong-Seock Chang, Scott Klasky
2020	—	`conf`	Leading magnetic fusion energy science into the big-and-fast data lane. SciPy Ralph Kube, Randy Michael Churchill, Jong Youl Choi, Ruonan Wang, Scott Klasky, CS Chang, Minjun J. Choi, Jinseop Park
2020	B	`conf`	Machine Learning for the Complex, Multi-scale Datasets in Fusion Energy. SMC Randy Michael Churchill, Jong Choi, Ralph Kube, Choong-Seock Chang, Scott Klasky
2020	—	`conf`	Near real-time analysis of big fusion data on HPC systems. UrgentHPC@SC Ralph Kube, Randy Michael Churchill, Jong Choi, Ruonan Wang, Minjun Choi, Scott Klasky, Choong-Seock Chang
2020	J	`jnl`	Training neural networks under physical constraints using a stochastic augmented Lagrangian approach. CoRR Alp Dener, Marco Andres Miller, Randy Michael Churchill, Todd S. Munson, Choong-Seock Chang
2017	C	`conf`	TGE: Machine Learning Based Task Graph Embedding for Large-Scale Topology Mapping. CLUSTER Jong Youl Choi, Jeremy Logan, Matthew Wolf, George Ostrouchov, Tahsin M. Kurç, Qing Liu, Norbert Podhorszki, Scott Klasky, Melissa Romanus, Qian Sun, Manish Parashar, Randy Michael Churchill, Choong-Seock Chang
2016	J	`jnl`	Preparing for In Situ Processing on Upcoming Leading-edge Supercomputers. Supercomput. Front. Innov. James Kress, Randy Michael Churchill, Scott Klasky, Mark Kim, Hank Childs, David Pugmire