There are still places at the second GAP and (M)ACE Developers & Users Meeting, to take place between 12-15 September 2023 at the University of Warwick, UK. Please note the application deadline: 31 August 2023.

The Gaussian Approximation Potential (GAP), the Atomic Cluster Expansion (ACE) and its message passing variant (MACE) are different, but closely related theoretical/methodological frameworks for predicting the energy and forces in a system of interacting atoms using machine learning. GAP, ACE and MACE are also the name of the software packages implementing these frameworks with training and prediction capabilities.

The GAP and (M)ACE Developers & Users Meeting will feature three main sessions:

- GAP, ACE and MACE School: fundamentals of theory and code
- Advances in Software and Methodology: what's new?
- Applications in Molecular and Materials Modelling: exciting science enabled by GAP and (M)ACE

The list of invited speakers:

- Sandip De (BASF, Germany)
- Fernanda Duarte (University of Oxford, UK)
- Jicheng Guo (Argonne National Laboratory, USA)
- Dávid Kovács (University of Cambridge, UK)
- Yury Lysogorskiy (Ruhr University Bochum, Germany)
- Ioan-Bogdan Magdau (Newcastle University, UK)
- Francesco Maresca (University of Groningen, Netherlands)
- Matous Mrovec (Ruhr University Bochum, Germany)
- Matt Probert (University of York, UK)
- Christoph Ortner (University of British Columbia, Canada)
- Max Veit (Aalto University, Finland)

For further information please follow the link to our official website:

https://gap-ml.org/du-meetings/du-meeting-2023/

Please register here:
https://warwick.ac.uk/fac/sci/eng/gap-mace-developers-and-users-meeting-2023/
To book your on-campus accommodation:
https://kxregistration.warwick.ac.uk/PhysicsAccommodation

Looking forward to welcoming you in the UK,

The organizers:
Miguel Caro (Aalto University)
Gábor Csányi (University of Cambridge)
Livia Bartók-Pártay (University of Warwick)
James Kermode (University of Warwick)
Albert Bartók-Pártay (University of Warwick)