Videos

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From data to the extreme properties of ultra-high-temperature ceramics Thumbnail

From data to the extreme properties of ultra-high-temperature ceramics

Presenter
  • Stefano Curtarolo
March 12, 2024
IMSI
Materials Informatics Hands On – Tuesday, March 12 Thumbnail

Materials Informatics Hands On – Tuesday, March 12

March 12, 2024
IMSI
Overview of classical ML: classification methods and decision trees Thumbnail

Overview of classical ML: classification methods and decision trees

Presenter
  • Cong Ma
March 11, 2024
IMSI
Overview of classical ML: unsupervised learning and regularized regression Thumbnail

Overview of classical ML: unsupervised learning and regularized regression

Presenter
  • Luca Ghiringhelli
March 11, 2024
IMSI
Materials Informatics Hands On – Monday Morning, March 11 Thumbnail

Materials Informatics Hands On – Monday Morning, March 11

March 11, 2024
IMSI
Materials Informatics Hands On – Monday Afternoon, March 11 Thumbnail

Materials Informatics Hands On – Monday Afternoon, March 11

March 11, 2024
IMSI
Graph atomic cluster expansion and message passing interatomic potentials Thumbnail

Graph atomic cluster expansion and message passing interatomic potentials

Presenter
  • Anton Bochkarev
April 12, 2024
IMSI
Sampling Complex Energy Landscapes in Material Science Using Data-Driven Force Fields Thumbnail

Sampling Complex Energy Landscapes in Material Science Using Data-Driven Force Fields

Presenter
  • Cosmin Marinica
April 12, 2024
IMSI
AIMNet2 family of machine learning potentials: general-purpose and task-specific models for element-organic molecules and radicals, reactions and molecular crystals Thumbnail

AIMNet2 family of machine learning potentials: general-purpose and task-specific models for element-organic molecules and radicals, reactions and molecular crystals

Presenter
  • Roman Zubatyuk
April 12, 2024
IMSI
Machine Learning Interatomic Potentials to Predict Bond Dissociation Energies Thumbnail

Machine Learning Interatomic Potentials to Predict Bond Dissociation Energies

Presenter
  • Elena Gelzinyte
April 11, 2024
IMSI
Charge and other advances in the Ch.ACE for next generation interatomic potentials Thumbnail

Charge and other advances in the Ch.ACE for next generation interatomic potentials

Presenter
  • James Goff
April 11, 2024
IMSI
Multiscale and Data-driven Methods for the Simulation of Materials Failure Thumbnail

Multiscale and Data-driven Methods for the Simulation of Materials Failure

Presenter
  • James Kermode
April 11, 2024
IMSI