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Machine Learning Interatomic Potential School for Young & Early Career Researchers
6 November 2023 - 10 November 2023
MLIP 2023 is a CECAM & Psi-k hybrid school aimed at young and early-career researchers who are interested in using machine learning interatomic potentials (MLIP) in their research. The two main goals of this school are:
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to give researchers a solid introduction to the basic scientific techniques of designing, fitting, and validating MLIPs for chemical/material systems
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to provide a platform for those interested in using MLIPs to connect with those involved in MLIP development to accelerate the adoption of ML techniques in the wider atomistic simulation community
MLIP 2023 is the second edition of the MLIP 2021 workshop, and will physically take place at Aalto University in Espoo, Finland, between 06–10 November 2023. Remote, online participation is also possible.
The school will consist of keynote lectures on different topics of MLIP as well as hands-on tutorials that will allow the participants to apply the explained concepts to relevant toy cases and also their own research. The invited speakers are leading scientists in the field of MLIP, at various career stages, who are well–equipped to share their experience with those getting started in the field.
Invited speakers
- Alice Allen, Los Alamos National Laboratory, USA
- Nongnuch Artrith, Utrecht University, the Netherlands
- Jörg Behler, Ruhr-Universität Bochum, Germany
- Michele Ceriotti, École polytechnique fédérale de Lausanne, Switzerland
- Rose Cersonsky, University of Winsconsin-Madison, USA
- Cecilia Clementi, Freie Universität Berlin, Germany
- Zheyong (Bruce) Fan, Bohai University, China and Aalto University, Finland
- Guillaume Fraux, École polytechnique fédérale de Lausanne, Switzerland
- Andrea Grisafi, École Normale Supérieure, France
- Dávid Kovács, University of Cambridge, UK
- Chris Pickard, University of Cambridge, UK
- Martin Uhrin, Université Grenoble Alpes, France
- Sander Vandenhaute, Ghent University, Belgium
- Chuck Witt, University of Cambridge, UK
- Linfeng Zhang, AI for Science Institute and DP Technology, China
Schedule
Please visit https://www.mlip-workshop.xyz/schedule for an up-to-date schedule.
Registration
Please see https://www.mlip-workshop.xyz/participate for detailed instructions. However, applications should still be submitted via the CECAM website (using the “Participate” tab). The registration deadline is 22 September 2023.
Venue
Aalto University, Finland. Check https://www.mlip-workshop.xyz/practical-info for more details on practicalities.
Organizers
- Chiheb Ben Mahmoud, University of Oxford (UK)
- Miguel Caro, Aalto University (Finland)
- Sanggyu Chong, EPFL (Switzerland)
- Federico Grasselli, EPFL (Switzerland)
- Kevin Kazuki Huguenin-Dumittan, EPFL (Switzerland)
- Venkat Kapil, University of Cambridge (UK)
- Felix-Cosmin Mocanu, École Normale Supérieure (France)
- Jigyasa Nigam, EPFL (Switzerland)
- Davide Tisi, EPFL (Switzerland)
- Max Veit, Aalto University (Finland)
Sponsors
