activity
20032026
most citedDeep learning of spectra: Predicting the dielectric function of semiconductors

18 citations · 48 across the 10 of their papers we have counts for

collaborators

11 papers

cond-mat.mtrl-sci2026

Self-organized defect clustering and concentration-dependent vacancy diffusion in MoS

Aaron Flötotto, Benjamin Spetzler, Martin Ziegler +2

Sulfur vacancy migration has a crucial impact on electronic transport and the functional behavior of MoS-based devices such as memristors and memtransistors. According to recen…

physics.chem-ph2026

Quantum nuclear and band-dispersion effects recover near-UV absorption in short-hydrogen-bonded organic crystals

Jonas Hänseroth, Max Großmann, Malte Grunert +4

Near-UV optical absorption is increasingly reported in hydrogen-bonded organic and biomolecular materials lacking aromatic or extended pi-conjugated chromophores, yet its microscop…

physics.chem-ph2026

High-throughput screening and mechanistic insights into solid acid proton conductors

Jonas Hänseroth, Max Großmann, Malte Grunert +2

Proton-conducting solid acids could enable water-free operation of high-temperature fuel cells. However, systematic materials screening has, hitherto, been computationally prohibit…

cond-mat.mtrl-sci2026

Broken neural scaling laws in materials science

Max Großmann, Malte Grunert, Erich Runge

In materials science, data are scarce and expensive to generate, whether computationally or experimentally. Therefore, it is crucial to identify how model performance scales with d…

cond-mat.mtrl-sci2025★ 4 cited

Large-scale cooperative sulfur vacancy dynamics in two-dimensional MoS2 from machine learning interatomic potentials

Aaron Flötotto, Benjamin Spetzler, Rose von Stackelberg +3

The formation of extended sulfur vacancies in MoS2 monolayers is closely associated with catalytic activity and may also be the basis for its memristive behavior. Nanosecond-scale…

cond-mat.mtrl-sci2025★ 7 cited

Many-body perturbation theory vs. density functional theory: A systematic benchmark for band gaps of solids

Max Großmann, Marc Thieme, Malte Grunert +1

We benchmark many-body perturbation theory against density functional theory (DFT) for the band gaps of solids. We systematically compare four variants using…