Machine learning is currently changing science and technology, including physics.
We invite Master and PhD students of physics, chemistry and materials science as well as early postdocs from all over the world to join us for keynote talks by leading experts in the field which will be complemented by hands-on class activities.
The Winter School will provide them with a better understanding of fundamental concepts and practical applications of machine learning as well as skills to develop and apply this technique to concrete research tasks.
The Winter School "Machine Learning in Physics" is organised jointly by the Vienna Doctoral School in Physics (VDSP) and the Erwin Schrödinger International Institute for Mathematics and Physics (ESI). It is co-financed by the Vienna Doctoral Program on Complex Quantum Systems (CoQuS) and the Doctoral College Particles and Interactions (DKPI).
The program contains the following modules.
February 10 - 11, 2020: Introduction to Machine Learning
February 12 - 13, 2020: Machine Learning in Material Science
February 14, 2020: Case Studies & Discussion
February 14, 2020: AI Start-Ups Lunch
February 17 - 18, 2020: Machine Learning in Quantum Science
February 19 - 20, 2020: Machine Learning in Particle Physics
Program (pdf) [updated: February 7, 2020]
Location: Faculty of Physics, Christian-Doppler Lecture Hall, Strudlhofgasse 4, 3rd floor, 1090 Vienna
Map
Coming soon.
Organizers
| Name | Affiliation |
|---|---|
| Markus Arndt | University of Vienna |
| Christoph Dellago | University of Vienna |
| Christiane Losert-Valiente Kroon | University of Vienna |
| Massimiliano Procura | University of Vienna |
Attendees
| Name | Affiliation |
|---|---|
| Alia Abbara | Ecole Normale Supérieur Paris |
| Peter Allmer | University of Vienna |
| Irati Alonso Calafell | University of Vienna |
| Amit Anand | Indian Institute of Engineering Science and Technology, Shibpur |
| Janik Andrejkovic | HEPHY Vienna |
| Jörg Behler | University of Göttingen |
| Lisa Benato | University of Hamburg |
| Claudia Berkmann | University of Vienna |
| Julius Berner | University of Vienna |
| Jure Brence | Jozef Stefan Institute |
| Hans Briegel | University of Innsbruck |
| Tim Brückler | Technical University of Vienna |
| Cameron Buckner | University of Houston |
| Srinath Bulusu | Technical University of Vienna |
| Michele Ceriotti | EPFL, Lausanne |
| Iurii Chubak | Sorbonne University |
| Andreas Doblhammer | Technical University of Vienna |
| Jan Doumont | Technical University of Vienna |
| Viktoria Erben | University of Vienna |
| Matteo Favoni | Technical University of Vienna |
| Dario Fiore Mosca | École Polytechnique, Palaiseau, University of Vienna |
| Leon Freitag | University of Vienna |
| Marylou Gabrié | New York University |
| Monika Gesvandtnerova | Comenius University |
| Alexander Goscinski | EPFL, Lausanne |
| Philipp Grohs | University of Vienna |
| Jingkun Guo | Technical University Delft |
| Pavol Harar | University of Vienna |
| Benedikt Hartl | Technical University of Vienna |
| Julian Huber | Technical University of Vienna |
| Giulio Imbalzano | EPFL, Lausanne |
| Heena Inani | University of Vienna |
| Clemens Jochum | Technical University of Vienna |
| Gregor Kasieczka | University of Hamburg |
| Filip Kiałka | University of Vienna |
| Tsz Wai Ko | Georg-August-Universität |
| Péter Kovács | Technical University of Vienna |
| Jaroslav Kysela | University of Vienna |
| Jonathan Lahnsteiner | University of Vienna |
| Sergio Leal Gómez | University of Vienna |
| Daniel Lechner | University of Vienna |
| Christopher Lepenik | University of Vienna |
| Maximilian Lerchbaumer | Technical University of Vienna |
| Maximilian Liebetreu | University of Vienna |
| Jan Lüdtke | University of Vienna |
| Matteo Magi | University of Bologna |
| Florian Marquardt | Max Planck Institute for the Science of Light |
| Martin Mauser | University of Vienna |
| Johannes Mellak | Technical University of Graz |
| Valeria Milotti | University of Vienna |
| Naeimeh Mohseni | Max Planck Institute for the Science of Light |
| Torsten Möller | University of Vienna |
| Pablo Montero | Complutense University of Madrid |
| Deniz Mostarac | University of Vienna |
| Félix Musil | EPFL, Lausanne |
| Marco Nikolic | University of Vienna |
| Ivan Novikau | University of Vienna |
| Lorenzo Papa | University of Vienna |
| Hendrik Poulsen Nautrup | University of Innsbruck |
| Francesco Preti | University of Innsbruck |
| Madlen Maria Reiner | University of Vienna |
| Michele Reticcioli | University of Vienna |
| Stefan Riemelmoser | University of Vienna |
| Franz Martin Rohrhofer | Technical University of Graz |
| Margaret Rosenberg | University of Vienna |
| Valeria Saggio | University of Vienna |
| Christoph Schattauer | Technical University of Vienna |
| Daniel Schuh | Technical University of Vienna |
| Emanuel Schwarzhans | University of Vienna |
| Ludwig Schwiedrzik | University of Vienna |
| Lukas Semmelrock | HEPHY Vienna |
| Raffaele Silvestri | University of Vienna |
| John Sebastian Simon | Kanazawa University |
| Andreas Singraber | Technical University of Vienna |
| Valerie Smejkal | Technical University of Vienna |
| Andisheh Tarbiat | University of Vienna |
| Lea Trenkwalder | University of Innsbruck |
| Stephan Troyer | University of Vienna |
| Gerhard Ungersbäck | Technical University of Vienna |
| Lorenzo Varrassi | University of Bologna |
| Tom Vermeyen | University of Antwerpen |
| Alvise Vianello | Imperial College London |
| Dávid Vrška | Comenius University |
| Michal Vyvlecka | University of Vienna |
| Wolfgang Waltenberger | HEPHY Vienna |
| Gregor Wautischer | University of Vienna |
| Jin Wen | University of Vienna |
| Julia Westermayr | University of Vienna |
| Klemens Winkler | University of Vienna |
| Peter Wirnsberger | DeepMind |
| Daniel Wirtitsch | University of Vienna |
| Georg Zagler | University of Vienna |
| Tiantian Zhang | Technical University of Vienna |