Team

Dr. Silke Maes

Sumaqua, Leuven, Belgium

Previously at the Institute of Astronomy, KU Leuven, Belgium

Dr. Frederik De Ceuster

Institute of Astronomy, KU Leuven, Belgium

Leuven Gravity Institute, KU Leuven, Belgium

Dr. Marie Van de Sande

Leiden Observatory, Leiden University, The Netherlands

Dr. Camille Landri

Institute of Astronomy, KU Leuven, Belgium

Prof. Leen Decin

Director of the Institute of Astronomy, KU Leuven, Belgium

Links

MACE: https://github.com/silkemaes/MACE

MiniMACE: https://github.com/FredDeCeuster/miniMACE

Publications

MACE: A Machine-learning Approach to Chemistry Emulation, Maes, S., De Ceuster, F., Van de Sande, M., et al. 2024, The Astrophysical Journal, Volume 969, Issue 2, id.79, 17 pp.

Acknowledgements

Silke Maes acknowledges the support from the Research Foundation Flanders (FWO) grant G099720N.

Frederik De Ceuster is a Postdoctoral Research Fellow of the Research Foundation - Flanders (FWO), grant number 1253223N, and was previously supported for this research by a Postdoctoral Mandate (PDM) from KU Leuven, grant number PDMT2/21/066.

Marie Van de Sande acknowledges the support from the Oort Fellowship at Leiden Observatory.

Camille Landri and Leen Decine acknowledge the support from KU Leuven C1 BRAVE grant C16/23/009.

Leen Decin acknowledges the KU Leuven Methusalem grant SOUL METH/24/012, and the FWO research grants G099720N and G0B3823N.

The team is grateful for the support of DiRAC.