Career Profile
I obtained my Doctor of Science from the University of Oulu in 2024. Currently, I work as a Postdoctoral Researcher at the University of Jyväskylä. My research combines first-principles and machine-learning calculations to investigate the electronic and vibrational properties of low-dimensional materials. I’m also interested in method development, implementing high-throughput workflows, and database screening for functional materials.
Scientific Codes and Datasets
Selected Publications
Fermiology of Two-Dimensional Titanium Carbide and Nitride MXenes
M. Bagheri, R. Ibragimova, H.-P. Komsa
High-Throughput Computation of Raman Spectra from First Principles
M. Bagheri, H.-P. Komsa
Identification of Material Dimensionality Based on Force Constant Analysis
M. Bagheri, E. Berger, H.-P. Komsa
Screening 0D Materials for 2D Nanoelectronics Applications
M. Bagheri, H.-P. Komsa
Structure–Spectrum Relationship in the Calculated Raman Spectra of Silicates
M. Bagheri, H.-P. Komsa
Screening of Material Defects using Universal Machine‐Learning Interatomic Potentials
E. Berger, M. Bagheri, H.-P. Komsa
Lateral Graphene-Metallene Interfaces at the Nanoscale
M. Bagheri, P. Koskinen
Massive Discovery of Low-Dimensional Materials from Universal Computational Strategy
M. Bagheri, E. Berger, H.-P. Komsa, P. Koskinen
Research Interests
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