MMLDT-CSET 2021 NSF Fellowship Application and registration

Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology (MMLDT-CSETย 2021)

An IACM Conference September 26-29, 2021 – Hyatt Regency Mission Bay, San Diego, USA

(website:ย ย 



1. NSF Fellowship Application (

The NSF Fellowships are available to promote awareness of mechanistic machine learning and digital twins and knowledge dissemination to all levels in education, including high school, undergraduate, and graduate levels. A portion of the fellowship will be reserved for underrepresented groups to promote equity, diversity, and inclusiveness.

This NSF Fellowship will cover the conference and short course remote registration fees. Only US Citizens and Permanent Residents are eligible for NSF Fellowships.

1). NSF Fellowship for ๐ ๐ซ๐š๐๐ฎ๐š๐ญ๐ž ๐ฌ๐ญ๐ฎ๐๐ž๐ง๐ญ๐ฌ ๐š๐ง๐ ๐ฉ๐จ๐ฌ๐ญ๐๐จ๐œ ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก๐ž๐ซ๐ฌ to attend the MMLDT-CSET Conference and Short Course 2.

2). NSF Fellowship for ๐ก๐ข๐ ๐ก-๐ฌ๐œ๐ก๐จ๐จ๐ฅ ๐ญ๐ž๐š๐œ๐ก๐ž๐ซ๐ฌ ๐š๐ง๐ ๐š๐๐ฆ๐ข๐ง๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐จ๐ซ๐ฌ to attend the MMLDT-CSET Conference and Short Course 1.

3). NSF Fellowship for ๐ฎ๐ง๐๐ž๐ซ๐ ๐ซ๐š๐๐ฎ๐š๐ญ๐ž ๐ฌ๐ญ๐ฎ๐๐ž๐ง๐ญ๐ฌ to attend the MMLDT-CSET Conference and Short Course 1.


2. Early Registration (

The Conference and Short Courses Early Registration is open until June 30, 2021.ย The conference will be organized with a hybrid format consisting virtual and on-site sessions in 44 Mini-symposia under 8 Tracks.

On-Site Attendance Includes:

Registration fee covers Ice Breaker Reception on Sunday, Pre-Banquet Reception and Banquet on Tuesday, Coffee Break Refreshments, Panel Discussions, on-site plenary lectures and technical presentations, and remote technical presentations.

Virtual Attendance Includes:

Registration fee covers live-streamed on-site plenary lectures and remote technical presentations.


Panel Discussions:ย 

Mechanistic Data Science for High School and Undergraduates STEM Education and Applications


Short Courses:

1). Mechanistic Data Science (MDS) for STEM Education and Applications

2). Mechanistic Machine Learning for Engineering and Applied Science


ย Organizing Universitiesย 

UC San Diego, Northwestern University, Stanford University, Brown University, Columbia University, and Arts et Mรฉtiers Institute of Technology of France


Feel free to contact the conference organizers with any questions or concerns:ย ceer.ucsd@gmail.comย