Research output per year
Research output per year
Personal profile
Education/Academic qualification
PhD, Designing a machine learning potential for molecular simulation of liquid alkanes, Department of Engineering, University of Cambridge
1 Oct 2015 → 30 Sept 2018
Award Date: 18 May 2019
Masters, Locality of forces in molecular systems, Cavendish Laboratory, University of Cambridge
1 Oct 2014 → 30 Sept 2015
Award Date: 24 Oct 2015
BSc, Stochastic simulation of genetic regulatory networks with delays
1 Sept 2010 → 31 May 2014
Award Date: 17 May 2014
External positions
Visiting Professor, Institute for Materials Science, TU Darmstadt
1 Oct 2024 → 31 Mar 2025
Postdoc, Aalto University
16 Sept 2022 → 30 Sept 2024
Postdoc, Ecole polytechnique fédérale de Lausanne (EPFL)
1 Oct 2018 → 15 Sept 2022
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 6 Article
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Roadmap on Machine learning in electronic structure
Kulik, H. J., Hammerschmidt, T., Schmidt, J., Botti, S., Marques, M. A. L., Boley, M., Scheffler, M., Todorović, M., Rinke, P., Oses, C., Smolyanyuk, A., Curtarolo, S., Tkatchenko, A., Bartók, A. P., Manzhos, S., Ihara, M., Carrington, T., Behler, J., Isayev, O. & Veit, M. & 27 others, , 19 Aug 2022, In: Electronic Structure. 4, 2, 61 p., 023004.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Thermodynamics and dielectric response of BaTiO3 by data-driven modeling
Gigli, L., Veit, M., Kotiuga, M., Pizzi, G., Marzari, N. & Ceriotti, M., 29 Sept 2022, In: npj Computational Materials. 8, 1, 17 p., 209.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Efficient implementation of atom-density representations
Musil, F., Veit, M., Goscinski, A., Fraux, G., Willatt, M. J., Stricker, M., Junge, T. & Ceriotti, M., 16 Mar 2021, In: Journal of Chemical Physics. 154, 11, 17 p., 1141091.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
- 2 Publication peer review
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npj Computational Materials (Journal)
Veit, M. D. (Reviewer)
Mar 2024 → Mar 2025Activity: Publication peer-review and editorial work › Publication peer review
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Journal of Physical Chemistry (Journal)
Veit, M. D. (Reviewer)
Mar 2021 → Apr 2025Activity: Publication peer-review and editorial work › Publication peer review
Datasets
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Thermodynamics and dielectric response of BaTiO₃ by data-driven modeling
Gigli, L. (Creator), Veit, M. (Creator), Kotiuga, M. (Creator), Pizzi, G. (Creator), Marzari, N. (Creator) & Ceriotti, M. (Creator), Materials Cloud, 29 Jun 2022
DOI: 10.24435/materialscloud:9g-k6, https://archive.materialscloud.org/record/2022.88
Dataset
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Quantum mechanical dipole moments in the QM7b, 21k molecules of QM9, and MuML showcase datasets
Veit, M. (Creator), Wilkins, D. M. (Creator), Yang, Y. (Creator), DiStasio Jr, R. A. (Creator) & Ceriotti, M. (Creator), Materials Cloud, 10 Jun 2020
DOI: 10.24435/materialscloud:2k-3h, https://archive.materialscloud.org/record/2020.56
Dataset
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Models and source data for MuML dipole fitting
Veit, M. (Creator), Wilkins, D. M. (Creator), Yang, Y. (Creator), DiStasio Jr, R. A. (Creator) & Ceriotti, M. (Creator), Zenodo, 11 May 2020
DOI: 10.5281/zenodo.3820297, https://zenodo.org/record/3820297
Dataset