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Introduction to Machine Learning for Materials Science

Machine Learning 2019 course

Introduction to Machine Learning for Materials Science

September 29, 8:00 a.m. – noon

Salon BC - Portland Marriott Downtown Waterfront, Portland, Oregon 

Held in conjunction with MS&T19

Instructor: Joshua Tappan and Bryce Meredig, Citrine Informatics; John Mauro, The Pennsylvania State University

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. John Mauro will also give a presentation titled “Decoding the Glass Genome.”

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

Course Instructors

Josh EDIT SGP_6382
Meredig Final
Mauro_John_photo-for-web

 

Joshua Tappan is the Community Manager at Citrine Informatics. Josh manages community programs and academic collaborations, where he promotes materials informatics education and open scientific data initiatives, and helps the research community discover how machine learning can enhance their materials research efforts. Tappan earned his B.Sc. in electrical engineering from Northeastern University and M.Ed from Harvard University. Prior to Joining Citrine in 2017, he was an electrical engineer, middle school physical science teacher, and head of  community engagement at an education technology company.

 

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.

John C. Mauro is Professor of Materials Science and Engineering at the Pennsylvania State University. John earned a B.S. in Glass Engineering Science (2001), B.A. in Computer Science (2001), and Ph.D. in Glass Science (2006), all from Alfred University.  He joined Corning Incorporated in 1999 and served in multiple roles there, including Senior Research Manager of the Glass Research department.  Mauro is the inventor or co-inventor of several new glass compositions for Corning, including Corning Gorilla® Glass products.  Mauro joined the faculty at Penn State in 2017 and is currently a world-recognized expert in fundamental and applied glass science, statistical mechanics, computational and condensed matter physics, thermodynamics, and the topology of disordered networks.  He is the author of over 200 peer-reviewed publications and is Editor of the Journal of the American Ceramic Society.

Registration

Click below to register online with credit card for the conference and/or the short course. Members will be asked to log in.  Nonmembers will be prompted to create a New Visitor Registration. Download the registration form to sign up by phone, fax or mail.

If you require an invoice to facilitate payment by wire transfer, contact customer service at 1-614-890-4700 or customerservice@ceramics.org.

RegistrationOn or before September 3, 2019After September 3, 2019
Member
$395$495
Non member$495$595
Student (member or non member)$150$200

If you have questions about registration, please contact Customer Service at 1-866-721-3322 (U.S. only) or 1-614-890-4700.

Cancellation Policy

ACerS reserves the right to cancel a course up to 4 weeks before the scheduled presentation date. Please contact ACerS customer service at 1-866-721-3322 (U.S. only) or 1-614-890-4700 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.