SC20 Proceedings

The International Conference for High Performance Computing, Networking, Storage, and Analysis

AI4S – Introduction: Workshop on Artificial Intelligence and Machine Learning for Scientific Applications


Workshop:AI4S: Workshop on Artificial Intelligence and Machine Learning for Scientific Applications

Authors: Gokcen Kestor (Pacific Northwest National Laboratory (PNNL)) and Dong Li (University of California, Merced)


Abstract: Artificial intelligence (AI)/machine learning (ML) is a game-changing technology that has shown tremendous advantages and improvements in algorithms, implementation and applications. We have seen many successful implementations of AI/ML to scientific applications. There are, however, a number of problems remaining to be studied to enhance the usability of AI/ML to scientific applications. Addressing these problems will bridge the gap between AI/ML and scientific applications and enable wider employment of AI/ML in HPC. The purpose of this workshop is to bring together computer scientists and domain scientists from academia, government and industry to share recent advances in the use of AI/ML with various scientific applications, introduce new scientific application problems to the broader community and stimulate tools and infrastructures to support the application of AI/ML in scientific applications. The workshop will be organized as a series of plenary talks based on peer-reviewed paper submissions, keynotes and a panel discussion.


Website: https://ai4s.github.io






Back to AI4S: Workshop on Artificial Intelligence and Machine Learning for Scientific Applications Archive Listing



Back to Full Workshop Archive Listing