Welcome to the website of the international conference "Machine Learning in Natural Sciences: From Quantum Physics to Nanoscience and Structural Biology". The conference is hosted by the Cluster of Excellence "CUI: Advanced Imaging of Matter" and aims to bring different scientific communities that are exploring the new possibilities of machine learning together in order to connect and share experiences.
Please read the General Information page before you start the registration process.
Videos of the Talks
Most of the talks have been recorded and are available here: https://lecture2go.uni-hamburg.de/l2go/-/get/l/7162
Topics
- Quantum Many-Body States
- Quantum Phase Transitions
- Nano and Material Science
- Molecular Structure Analysis
- Optimization and Control
- Understanding Machine Learning
- Infrastructures and Best Practices
Invited Speakers
- Mohammed AlQuraishi (Columbia U)
- Annabelle Bohrdt (U Harvard)
- Marin Bukov (U Sofia)
- Stefanie Czischek (U Waterloo)
- Claudia Draxl (HU Berlin)
- Pascal Friederich (KIT Karlsruhe)
- Sebastian Goldt (SISSA Trieste)
- Mario Krenn (MPL Erlangen)
- Aaron Gilad Kusne (NIST Gaithersburg)
- Florian Marquardt (MPL Erlangen)
- Gorka Muñoz-Gil (U Innsbruck)
- Evert van Nieuwenburg (Leiden U)
- Andrea Thorn (U Hamburg)
- Sebastian Wetzel (Perimeter Institute)
Scientific Organizers
Alexandre Dauphin (ICFO Barcelona)
Niklas Käming (U Hamburg)
Christof Weitenberg (U Hamburg)
