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 | Vienna University of Technology |
| Cameron Buckner | University of Houston |
| Srinath Bulusu | Vienna University of Technology |
| Michele Ceriotti | École Polytechnique Fédéral de Lausanne |
| Iurii Chubak | Sorbonne University |
| Andreas Doblhammer | Vienna University of Technology |
| Jan Doumont | Vienna University of Technology |
| Viktoria Erben | University of Vienna |
| Matteo Favoni | Vienna University of Technology |
| 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 | École Polytechnique Fédéral de Lausanne |
| Philipp Grohs | University of Vienna |
| Jingkun Guo | Technical University Delft |
| Pavol Harar | University of Vienna |
| Benedikt Hartl | Vienna University of Technology |
| Julian Huber | Vienna University of Technology |
| Giulio Imbalzano | École Polytechnique Fédéral de Lausanne |
| Heena Inani | University of Vienna |
| Clemens Jochum | Vienna University of Technology |
| Gregor Kasieczka | University of Hamburg |
| Filip Kiałka | University of Vienna |
| Tsz Wai Ko | Georg-August-Universität |
| Péter Kovács | Vienna University of Technology |
| 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 | Vienna University of Technology |
| 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 | École Polytechnique Fédéral de 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 | Vienna University of Technology |
| Daniel Schuh | Vienna University of Technology |
| 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 | Vienna University of Technology |
| Valerie Smejkal | Vienna University of Technology |
| Andisheh Tarbiat | University of Vienna |
| Lea Trenkwalder | University of Innsbruck |
| Stephan Troyer | University of Vienna |
| Gerhard Ungersbäck | Vienna University of Technology |
| 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 | Vienna University of Technology |