Deep Learning in the Natural Sciences

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Sessions*

Talk

Pre-Workshop introduction and arrival

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Contributions*

A metric for collider events (in session "Talk")

Application of Generative Models to Natural Science (in session "Talk")

Autoencoding New Physics (in session "Talk")

Closing Discussion (in session "Talk")

CNN Classification of X-ray Selected Clusters (in session "Talk")

Collision Course: Particle Physics as a Machine-Learning Testbed (in session "Talk")

Deep Learning Basics I (in session "Pre-Workshop introduction and arrival")

Deep Learning Basics II (in session "Pre-Workshop introduction and arrival")

Deep Learning in Particle and Astroparticle Physics (in session "Talk")

Low-dose X-ray Imaging with Deep Neural Networks (in session "Talk")

Machine Learning for Diffractive Imaging and Crystallography (in session "Talk")

Machine Learning Techniques in Astroparticle Physics (in session "Talk")

Machine Learning Techniques in Cosmological Simulation (in session "Talk")

Machine learning with augmentation for boosting di-Higgs searches at the LHC (in session "Talk")

Opening (in session "Talk")

Particle identification on the DAMPE experiment (in session "Talk")

Radio Galaxy Classifications with Deep Learning (in session "Talk")

Registration & Sign-Up (in session "Pre-Workshop introduction and arrival")

Rise of the Tagging Machines (in session "Talk")

Towards data-driven particle physics classifiers (in session "Talk")

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Events scheduled on*

28/02/2019

01/03/2019

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