The 3rd Workshop on Artificial Intellegence and Machine Learning For Scientific Applications(AI4S 2022)

November 13 - 18, 2022, Dallas, TX.

Call For Papers

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 to 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 accompanied by keynotes from distinguished researchers in the area and a panel discussion. We encourage participation and submissions from universities, industry, and DOE National Laboratories.

Topics of interest include, but are not limited to, the following:

• Innovative AI/ML models to analyze, accelerate, or improve performance of scientific applications in terms of execution time and simulation accuracy;
• Innovative methods to incorporate complex constraints imposed by physical principles to scientific applications;
• Innovative methods to completely or partially replace first-order computation with efficient AI/ML models; Tools and infrastructure to improve the usability of AI/ML to scientific applications;
• Performance characterization and study on the possibility of using AI/ML to specific scientific applications; Workflow of applying AI/ML to scientific applications;
• Innovative methods to make AI models interpretable and robust for scientific applications.

Paper Submission

Papers are to be submitted electronically through HotCRP at the following Submission link https://sc22.supercomputing.org/submit/studentssc-submissions/

Important Dates