Nov 12 – 14, 2019
Europe/Paris timezone
- Max number of participants reached, further registrations will be on waiting list -

Introduction to Machine Learning and Deep Neural Networks for scattering science

Nov 12, 2019, 2:00 PM
50m

Speaker

Dr Bill Triggs (LJK Grenoble)

Description

I will give a brief introduction to modern machine learning and deep learning techniques aimed at researchers planning to use them for X-ray and neutron scattering applications. Areas covered will include basic ML terminology and concerns, a quick tour of some probabilistic methods including Gaussian Processes (Kriging), and a discussion of modern neural methods including deep nets, auto-encoders, adversarial training, recursive nets, etc.

Presentation materials