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Introduction to Machine Learning for Materials Science

October 18, 2018 | 8:00 a.m. – Noon

Location: In conjunction with MS&T18, Hilton Columbus Downtown, Columbus, Ohio USA

Instructors: Bryce Meredig and Joshua Tappan, Citrine Informatics


This course is intended for materials scientists and engineers who are interested in learning more about the applications of machine learning to ceramics and glass research (and materials research more broadly). Attendees are expected to have little to no exposure to machine learning in their work, as it this is a half-day survey/introductory course.


Course Description


This course will focus on an introduction to machine learning and materials informatics for materials science with a special focus on ceramics and glass research. The presenters will give participants an overview of machine learning and materials informatics tools and expose participants to specific use cases and success stories of machine learning in glass and ceramics research.


By the end of the course, participants will be able to:


  • Describe how machine learning can impact their research
  • Explain the applications of machine learning to ceramics and glass research
  • Evaluate publicly available machine learning tools and platforms to incorporate into their research


Instructor Biographies


Joshua Tappan is the Community Manager at Citrine Informatics. Full bio to come.







Bryce Meredig is the Chief Science Officer and co-founder of Citrine Informatics, a company that uses large-scale data mining to accelerate materials development. Meredig earned his Ph.D. from Northwestern University, with his doctoral research focused on developing algorithms and approaches for computational discovery, optimization, and characterization of materials. He was awarded the Northwestern University Presidential Fellowship and the National Defense Science and Engineering Graduate Fellowship. 











Click on your member type in the table below to register online for only the short course.


  Early Onsite
Member $395 $495
Nonmember $495 $595
Student $150 $200



If you have questions about registration, please contact Customer Service at 866-721-3322 (option 6) or 1-240-646-7054.


Cancellation Policy

ACerS reserves the right to cancel a course up to four weeks before the scheduled presentation date. Please contact ACerS customer service at 1-866-721-3322 or 1-240-646-7054 to confirm that the course is happening before purchasing your airline tickets. ACerS is not responsible for the purchase of non-refundable airline tickets or the cancellation/change fees associated with canceling a flight.



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