Meeting Resources

November 2–4, 2021

Online Course

Tuesday, 9 a.m.–12 p.m. EDT, 1 p.m.–4 p.m. EDT
Wednesday, 9 a.m.–12 p.m. EDT, 1 p.m.–4 p.m. EDT
Thursday, 9 a.m.–12 p.m. EDT


Register Now

This course will be held November 2 through November 4, 2021 and includes the following five modules:

  • Module 1: The Road to AI: A Historical and Computational Perspective
  • Module 2: Introduction to Machine Learning and Deep Learning for Materials Science
  • Module 3: Computer Vision for Microstructural Analysis
  • Module 4: Autonomous Research: Theory and Implementation
  • Module 5: AI/ML for Materials Manufacturing: Understanding the Applications, Building Predictive Modeling, and Uncertainty Quantification

Instructional sessions will be recorded and available to participants for a limited time after the course concludes.

Registration Fees

Registering As Discounta Standardb
Member $575 $675
Nonmemberc $695 $795
Studentd $345 $395

a Discount rates on or before October 8, 2021
b Standard rates after October 8, 2021
c Nonmember registration fees include TMS e-membership through 2022
d Must be a full-time graduate or undergraduate student; a copy of student school identification card is required; nonmember students must mail of fax form

Registration is now available online and via the PDF registration form.

Discount Registration Deadline: October 8, 2021

Registration Policies

Cancellation/Refund Policy: If a registrant must cancel, TMS must be notified in writing (by e-mail or mail) before the discount registration deadline of October 8, 2021; payment will be refunded less a $75 processing fee. No refunds will be processed after the discount registration deadline of October 8, 2021.

Time Zones: Unless otherwise noted, all times for this conference and related events will take place in the local time zone, EST (UTC/GMT -5 hours).

Language: The meeting and all presentations, program materials, and signage will be in English.

Currency: All meeting fees are expressed in U.S. dollars (USD).

Course Policies

By registering for this course, attendees accept the terms of the TMS Privacy Policy, and agree to abide by TMS policies, including the Meetings Code of Conduct and the TMS Anti-Harassment Policy.

For additional information on policies related to TMS events, visit the TMS Meetings Policies page and the Code of Conduct portal. A complete listing of Society policies can be accessed through the Society Bylaws & Policies section of the TMS website.

For More Information

For more information about this course, please contact:

TMS Meeting Services
5700 Corporate Drive Suite 750
Pittsburgh, PA 15237
U.S. and Canada Only: 1-800-759-4867
Other Countries: 1-724-776-9000, ext. 241
Fax: 1-724-776-3770