Jonas Alexander Finkler

Jonas Alexander Finkler is a Research Fellow in the Department of Chemistry and Bioscience within the Faculty of Engineering and Science at Aalborg University, Denmark. His research focuses on computational methods for disordered materials, particularly glass structure mechanics and atomistic simulations.

His primary research interests include Atomistic Simulation, Electronic Structure Calculation, and Machine Learning Potentials for materials science. He develops advanced computational techniques for modeling disordered systems, with emphasis on charge distribution, energy surfaces, and mechanical properties of glasses. His work bridges quantum chemistry and materials engineering through high-dimensional neural network potentials and density functional theory innovations.

Recent publications demonstrate expertise in Noise-Tolerant Force Calculations, Fourth-Generation Machine Learning Potentials, and Boson Peak Analysis in metal-organic frameworks. His research output shows consistent annual productivity with 15 publications between 2020-2025, including high-impact journals like Journal of Chemical Physics and Journal of Physical Chemistry A.

He operates within the Section of Disordered Materials Glass Structure and Mechanics, utilizing advanced computational infrastructure for large-scale simulations. His collaborative network spans international institutions with significant connections to Swiss research groups through Swiss National Science Foundation projects.