Videos

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Data-adaptive RKHS regularization for learning kernels in operators Thumbnail

Data-adaptive RKHS regularization for learning kernels in operators

Presenter
  • Fei Lu
May 17, 2024
IMSI
Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel Thumbnail

Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel

Presenter
  • Quanjun Lang
May 17, 2024
IMSI
Dynamical properties of coarse-grained linear SDEs Thumbnail

Dynamical properties of coarse-grained linear SDEs

Presenter
  • Thomas Hudson
May 17, 2024
IMSI
Mesoscale Investigation of Dislocation-Grain Boundary Interactions in Metals And Alloys Thumbnail

Mesoscale Investigation of Dislocation-Grain Boundary Interactions in Metals And Alloys

Presenter
  • Abigail Hunter
May 16, 2024
IMSI
Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys Thumbnail

Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys

Presenter
  • Anjana Talapatra
May 16, 2024
IMSI
Understanding diffusion in complex materials using machine learning and a variational approach Thumbnail

Understanding diffusion in complex materials using machine learning and a variational approach

Presenter
  • Dallas Trinkle
May 16, 2024
IMSI
Microstructure-Aware Bayesian Materials Discovery Thumbnail

Microstructure-Aware Bayesian Materials Discovery

Presenter
  • Raymundo Arroyave
May 16, 2024
IMSI
Integrating Autonomous Systems for Advanced Material Discovery: Bridging Experiments and Theory Through Optimized Rewards Thumbnail

Integrating Autonomous Systems for Advanced Material Discovery: Bridging Experiments and Theory Through Optimized Rewards

Presenter
  • Sergei Kalinin
May 16, 2024
IMSI
Understanding and Mitigating Bias in Autonomous Materials Characterization and Discovery Thumbnail

Understanding and Mitigating Bias in Autonomous Materials Characterization and Discovery

Presenter
  • Jason Hattrick-Simpers
May 15, 2024
IMSI
Optimization, Sampling and Generative Modeling in Non-Euclidean Spaces Thumbnail

Optimization, Sampling and Generative Modeling in Non-Euclidean Spaces

Presenter
  • Molei Tao
May 15, 2024
IMSI
Learning dislocation dynamics with graph neural networks Thumbnail

Learning dislocation dynamics with graph neural networks

Presenter
  • Nicolas Bertin
May 15, 2024
IMSI
Descriptor coarse-graining and forecasting atomic simulations Thumbnail

Descriptor coarse-graining and forecasting atomic simulations

Presenter
  • Thomas Swinburne
May 15, 2024
IMSI