International Conference on Multiscale Modeling and Simulation Based on Physics and Data
Abstract
We propose to hold an International Conference on Multiscale Modeling and Simulation based on Physics and Data (ICMMS for short) at IPAM/UCLA on April 25-26, 2024. The objective of this conference is to bring together leading experts, junior researchers, students with interest in the theoretical, computational and practical aspects of multiscale problems. Recent developments in data science provide exciting new opportunities for developing new multiscale modeling and simulation methods that were previously considered impossible. The conference will provide a forum to exchange and stimulate new ideas from different disciplines, and to formulate new challenging multiscale problems that will have impact in applications. Multiscale analysis, modeling, and simulation have made significant impact in many scientific disciplines, including biology, chemistry, data analysis, energy, environmental science, fluid dynamics, geophysics, information science, materials science, and social science. While multiscale approaches have been used in many disciplines, much of the recent progress to date has been problem-specific and has not taken full advantage of the recent exciting developments in data science. There is an urgent need to develop systematic multiscale methodologies that integrate physical science and data science. Such methods can be applied to a wide range of applications. This effort poses new challenge to the applied and computational mathematics community. By bringing together applied mathematicians and computational scientists who work at the interface of multiscale modeling and data science, we expect to identify the key issues in systematizing multiscale analysis and computation and take advantage of an integrated physical science and data science approach in formulating a new generation of multiscale methods that are broadly applicable. This will provide a unique opportunity to make significant impacts in different fields. The organizers of this conference include Profs. Tom Hou (Applied and Computational Math, Caltech), John Lowengrub (UC Irvine), Christian Ratsch (Institute of Pure and Applied Mathematics, UCLA), and Mike Siegel (NJIT). A total of 60-80 participants are expected to attend. We will take measures to attract junior scientists, especially women and minorities. The proposed conference is expected to have a considerable impact on steering developments in multiscale methods in academia, industry and U.S. national labs
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Mar 15, 2024
- Source ID
- N000142412197
Entities
People
- Michael Siegel
Organizations
- New Jersey Institute of Technology
- Office of Naval Research
- United States Navy