AIP Publishing LLC
AIP Publishing LLC
Your Window to Possible
  • Scitation
  • AIP
  • AIP China
  • University Science Books
  • Resources
    • Researchers
    • Librarians
    • Publishing Partners
    • Commercial Partners
  • Publications

    Find the Right Journal

    Explore the AIP Publishing collection by title, topic, impact, citations, and more.
    Browse Journals

    Latest Content

    Read about the newest discoveries and developments in the physical sciences.
    See What's New

    Publications

    • Journals
    • Books
    • Physics Today
    • Conference Proceedings
    • Databases
    • Scilight
    • Find the Right Journal
    • Latest Content
  • About
    • About Us
    • News and Announcements
    • Diversity, Equity, and Inclusion
    • Careers
    • Events
    • Leadership
    • Contact
  • Scitation
  • AIP
  • AIP China
  • University Science Books
  • Journals
  • Upcoming Special Topics
  • APL Materials
  • Discovering Patterns in Disorder: Machine Learning for Fluctuating Mesoscopic Materials

Discovering Patterns in Disorder: Machine Learning for Fluctuating Mesoscopic Materials

Submission Deadline: November 30, 2020View Collection

This special topic will explore the frontiers of applying machine learning to discovering and understanding materials where disorder and thermal fluctuations are important, across both the “hard” and “soft” matter boundary. We aim to highlight the application of machine learning to address questions in materials science, as well as the use of machine learning to speed up computational bottlenecks such as obtaining accurate energy and forces, and sampling from complex energy landscapes.

Topics covered include, but are not limited to:

  • Granular Materials
  • Glasses
  • Polymers
  • Liquids
  • Phase Transformation of Alloys

Guest Editors

Alpha Lee; Cambridge University

Daan Frenkel; Cambridge University

Tristan Bereau; University of Amsterdam

Submission Deadline: November 30, 2020View Collection
  • Featured
  • Coming Soon: APL Energy
  • Coming Soon: APL Machine Learning
  • COVID-19
  • Upcoming Special Topics
  • Submit Your Article
  • Visit AIP Author Services
  • Sign Up for News

Expand the impact of your findings.

Researcher Resources

Manage your foundational research collections.

Librarian Resources

Resources

  • Researchers
  • Librarians
  • Publishing Partners
  • Commercial Partners

About

  • About Us
  • Careers
  • Events
  • Leadership

Support

  • Contact / Customer Service
  • Terms Of Use
  • Privacy Policy

Newsletter

Sign up to receive the latest news and information from AIP Publishing.
Sign Up Now
  • © 2022 AIP Publishing LLC
  • Site created by Windmill Strategy