Videos

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ALAMO: Machine learning from data and first principles Thumbnail

ALAMO: Machine learning from data and first principles

Presenter
  • Nick Sahinidis
October 6, 2017
IPAM
Surface Adsorbate Polymorph Prediction With Little Effort Thumbnail

Surface Adsorbate Polymorph Prediction With Little Effort

Presenter
  • Oliver Hofmann
October 6, 2017
IPAM
Human vs Machine: deciphering the structure of organic-inorganic interfaces Thumbnail

Human vs Machine: deciphering the structure of organic-inorganic interfaces

Presenter
  • Patrick Rinke
October 6, 2017
IPAM
An Optimal Control Approach to Efficient Estimation of Rare Event Statistics Thumbnail

An Optimal Control Approach to Efficient Estimation of Rare Event Statistics

Presenter
  • Christof Schütte
October 5, 2017
IPAM
No Equations, No Variables, No Parameters - An Equal Space for Complex Data and some thoughts on Gauge Invariance Thumbnail

No Equations, No Variables, No Parameters - An Equal Space for Complex Data and some thoughts on Gauge Invariance

Presenter
  • Yannis Kevrekidis
October 4, 2017
IPAM
A meta-machine-learning method for identifying effective descriptors of materials properties Thumbnail

A meta-machine-learning method for identifying effective descriptors of materials properties

Presenter
  • Luca Ghiringhelli
October 4, 2017
IPAM
Applications of machine learning to materials data Thumbnail

Applications of machine learning to materials data

Presenter
  • Atsuto Seko
October 4, 2017
IPAM
High-throughput experimentation and machine learning for materials discovery Thumbnail

High-throughput experimentation and machine learning for materials discovery

Presenter
  • Ichiro Takeuchi
October 4, 2017
IPAM
How to Escape Saddle Points Efficiently? Thumbnail

How to Escape Saddle Points Efficiently?

Presenter
  • Rong Ge
October 3, 2017
IPAM
Machine learning and global optimization for materials discovery Thumbnail

Machine learning and global optimization for materials discovery

Presenter
  • Logan Ward
October 3, 2017
IPAM
Improving Atomistic Crystal Structure Prediction Searches through Symmetric Initialization Thumbnail

Improving Atomistic Crystal Structure Prediction Searches through Symmetric Initialization

Presenter
  • Patrick Avery
October 3, 2017
IPAM
Scalable and efficient multicanonical algorithms for first-principles based Monte Carlo simulations Thumbnail

Scalable and efficient multicanonical algorithms for first-principles based Monte Carlo simulations

Presenter
  • Ying Li
October 2, 2017
IPAM