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20182025
most citedMachine Learning and Data-Driven Methods in Computational Surface and Interface Science

27 citations · 37 across the 6 of their papers we have counts for

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6 papers · 1 filter

cond-mat.mtrl-sci2025

Comprehensive Structure Exploration and Thermodynamics of Graphitic Heteroatom Doped Graphene Superstructures

Benedict Saunders, Lukas Hörmann, Reinhard J. Maurer

Graphene has been studied in detail due to its mechanical, electrical, and thermal properties. It is well documented that the introduction of dopants or defects in the lattice can…

cond-mat.mtrl-sci202527 cited

Machine Learning and Data-Driven Methods in Computational Surface and Interface Science

Lukas Hörmann, Wojciech G. Stark, Reinhard J. Maurer

Nanoscale design of surfaces and interfaces is essential for modern technologies like organic LEDs, batteries, fuel cells, superlubricating surfaces, and heterogeneous catalysis. H…

cond-mat.mtrl-sci2023

The impact of static distortion waves on superlubricity

Lukas Hörmann, Johannes J. Cartus, Oliver T. Hofmann

Friction is a major source of energy loss in mechanical devices. This energy loss may be minimized by creating interfaces with extremely reduced friction, i.e. superlubricity. Conv…

cond-mat.mtrl-sci2022

The role of adatoms for the adsorption of F4TCNQ on Au(111)

Richard K. Berger, Andreas Jeindl, Lukas Hörmann +1

Organic adlayers on inorganic substrates often contain adatoms, which can be incorporated within the adsorbed molecular species, forming two-dimensional metal-organic frameworks at…

cond-mat.mtrl-sci2021

Interfacial charge transfer influences thin-film polymorphism

Fabio Calcinelli, Andreas Jeindl, Lukas Hörmann +3

The structure and chemical composition are the key parameters influencing the properties of organic thin films deposited on inorganic substrates. Such films often display structure…

cond-mat.mtrl-sci2018

SAMPLE: Surface structure search enabled by coarse graining and statistical learning

Lukas Hörmann, Andreas Jeindl, Alexander T. Egger +2

In this publication we introduce SAMPLE, a structure search approach for commensurate organic monolayers on inorganic substrates. Such monolayers often show rich polymorphism with…