dr.ir. M. Bokdam (Menno)

For a more complete overview see: www.dynamicsolids.net

Condensed Matter Physics, Machine-Learning Force Fields, Electronic Structure, Computational Materials Science, Mixed Hybrid Perovskites, Dynamic Solids, Phonons, Thermalconductivity

2022 - now Assistant Professor, University of Twente (group of Prof. C. Filippi)

2020 -2022 Assistant Professor, University of Twente (group of Prof. P.J. Kelly)

2019-2020 Principle Investigator, University of Vienna (group of Prof. G. Kresse)

2015-2019 University Assistant, University of Vienna (group of Prof. G. Kresse)

2014-2015 Post-Doc, University of Vienna (group of Prof. G. Kresse)

2009-2013 PhD, University of Twente (group of Prof. P.J. Kelly)

Faculty of Science and Technology (TNW), Computational Chemical Physics (CCP)

For a more complete overview see: www.dynamicsolids.net

Condensed Matter Physics, Machine-Learning Force Fields, Electronic Structure, Computational Materials Science, Mixed Hybrid Perovskites, Dynamic Solids, Phonons, Thermalconductivity

Phase Transitions of Hybrid Perovskites Simulated by Machine-Learning Force Fields Trained on the Fly with Bayesian Inference

Ryosuke Jinnouchi, Jonathan Lahnsteiner, Ferenc Karsai, Georg Kresse, and Menno Bokdam

Phys. Rev. Lett. 122, 225701 – Published 7 June 2019

Long-range order imposed by short-range interactions in methylammonium-lead iodide MAPbI₃: Comparing point-dipole models to machine-learning force fields

Lahnsteiner J., Jinnouchi R., Bokdam M.

Phys. Rev. B. 100, 094106, DOI: 10.1103/PhysRevB.100.094106

The Finite Temperature Structure of the MAPbI₃ Perovskite: Comparing density functional approximations and force fields to experiment

Lahnsteiner J., Kresse G., Heijnen J., Bokdam M.

Phys. Rev. Mat., 2, 073604 (2018) DOI: 10.1103/PhysRevMaterials.2.073604

Assessing density functionals using many body theory for hybrid perovskites

Bokdam M., Lahnsteiner J., Ramberger B., Schäfer T., Kresse G.

Physical Review Letters, 119, 145501, (2017), DOI: 10.1103/PhysRevLett.119.145501

Behavior of Methylammonium Dipoles in MAPbX(3) (X = Br and I)

Govinda S., Kore B.P., Bokdam M., Mahale P., Kumar A., Pal S., Bhattacharyya B., Lahnsteiner J., Kresse G., Franchini C., Pandey A., Sarma D.D.

Journal of Physical Chemistry Letters, 8, 4113-4121 (2017) DOI: 10.1021/acs.jpclett.7b01740

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Students interested in combining machine-learning methods with solid-state physics are welcome to contact me for bachelor and master assignments.

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Applied Physics

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