Publication Type
Conference Paper
Book Title
arXiv
Publication Date
Page Numbers
1 to 81
Volume
2104.11079
Conference Name
RASC: Randomized Algorithms for Scientific Computing
Conference Location
Virtual conference, Tennessee, United States of America
Conference Sponsor
US Department of Energy (DOE) Advanced Scientific Computing Research (ASCR)
Conference Date
-
Abstract
Randomized algorithms have propelled advances in artificial intelligence and represent a foundational research area in advancing AI for Science. Future advancements in DOE Office of Science priority areas such as climate science, astrophysics, fusion, advanced materials, combustion, and quantum computing all require randomized algorithms for surmounting challenges of complexity, robustness, and scalability. This report summarizes the outcomes of that workshop, "Randomized Algorithms for Scientific Computing (RASC)," held virtually across four days in December 2020 and January 2021.
