activity
20122023
most citedPerspective on integrating machine learning into computational chemistry and materials science

203 citations · 1.6k across the 43 of their papers we have counts for

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Showing cond-mat.mtrl-sciShow all

28 papers · 1 filter

cond-mat.mtrl-sci2023★ 15 cited

The electrostatic potential of atomic nanostructures on a metal surface

Rustem Bolat, Jose M. Guevara, Philipp Leinen +9

The discrete and charge-separated nature of matter - electrons and nuclei - results in local electrostatic fields that are ubiquitous in nanoscale structures and are determined by…

cond-mat.mtrl-sci2023

Stability of Single Metal Atoms on Defective and Doped Diamond Surfaces

Shayantan Chaudhuri, Andrew J. Logsdail, Reinhard J. Maurer

Polycrystalline boron-doped diamond (BDD) is widely used as a working electrode material in electrochemistry, and its properties, such as its stability, make it an appealing suppor…

cond-mat.mtrl-sci2022★ 8 cited

Characterizing Molecule-Metal Surface Chemistry with Ab-Initio Simulation of X-ray Absorption and Photoemission Spectra

Samuel J. Hall, Benedikt P. Klein, Reinhard J. Maurer

X-ray photoemission and x-ray absorption spectroscopy are important techniques to characterize chemical bonding at surfaces and are often used to identify the strength and nature o…

cond-mat.mtrl-sci2022

Donor-acceptor co-adsorption ratio controls structure and electronic properties of two-dimensional alkali-organic networks on Ag(100)

B. Sohail, P. J. Blowey, L. A. Rochford +7

The results are presented of a detailed combined experimental and theoretical investigation of the influence of coadsorbed electron-donating alkali atoms and the prototypical elect…

cond-mat.mtrl-sci2022

Thermodynamic Driving Forces for Substrate Atom Extraction by Adsorption of Strong Electron Acceptor Molecules

Paul Rhyan, Philip James Blowey, Billal S. Sohail +7

A quantitative structural investigation is reported, aimed at resolving the issue of whether substrate adatoms are incorporated into the monolayers formed by strong molecular elect…

cond-mat.mtrl-sci2022★ 1 cited

Long-range dispersion-inclusive machine learning potentials for structure search and optimization of hybrid organic-inorganic interfaces

Julia Westermayr, Shayantan Chaudhuri, Andreas Jeindl +2

The computational prediction of the structure and stability of hybrid organic-inorganic interfaces provides important insights into the measurable properties of electronic thin fil…

cond-mat.mtrl-sci2021

Ab initio calculation of electron-phonon linewidths and molecular dynamics with electronic friction at metal surfaces with numeric atom-centered orbitals

Connor L. Box, Wojciech G. Stark, Reinhard J. Maurer

Molecular motion at metallic surfaces is affected by nonadiabatic effects and electron-phonon coupling. The ensuing energy dissipation and dynamical steering effects are not captur…

cond-mat.mtrl-sci2021★ 54 cited

Equivariant analytical mapping of first principles Hamiltonians to accurate and transferable materials models

Liwei Zhang, Berk Onat, Geneviève Dusson +5

We propose a scheme to construct predictive models for Hamiltonian matrices in atomic orbital representation from ab initio data as a function of atomic and bond environments. The…

cond-mat.mtrl-sci2021

Direct experimental evidence for substrate adatom incorporation into a molecular overlayer

Philip J. Mousley, Luke A. Rochford, Paul T. P. Ryan +11

While the phenomenon of metal substrate adatom incorporation into molecular overlayers is generally believed to occur in several systems, the experimental evidence for this relies…

cond-mat.mtrl-sci2021★ 1 cited

Core Electron Binding Energies in Solids from Periodic All-Electron -Self-Consistent-Field Calculations

Juhan Matthias Kahk, Georg S. Michelitsch, Reinhard J. Maurer +2

Theoretical calculations of core electron binding energies are important for aiding the interpretation of experimental core level photoelectron spectra. In previous work, the -S…

cond-mat.mtrl-sci2021★ 18 cited

Plasmonic enhancement of molecular hydrogen dissociation on metallic magnesium nanoclusters

Oscar A. Douglas-Gallardo, Connor L. Box, Reinhard J. Maurer

Light-driven plasmonic enhancement of chemical reactions on metal catalysts is a promising strategy to achieve highly selective and efficient chemical transformations. The study of…

cond-mat.mtrl-sci2020★ 2 cited

The Nuts and Bolts of Ab-Initio Core-Hole Simulations for K-shell X-Ray Photoemission and Absorption Spectra

Benedikt Klein, Samuel J. Hall, Reinhard J. Maurer

X-ray photoemission (XPS) and Near Edge X-ray Absorption Fine Structure (NEXAFS) spectroscopy play an important role in investigating the structure and electronic structure of mate…

cond-mat.mtrl-sci2020

Determining the effect of hot electron dissipation on molecular scattering experiments at metal surfaces

Connor L. Box, Yaolong Zhang, Rongrong Yin +2

Nonadiabatic effects that arise from the concerted motion of electrons and atoms at comparable energy and time scales are omnipresent in thermal and light-driven chemistry at metal…

cond-mat.mtrl-sci2018★ 5 cited

Computational design of metal-supported molecular switches: Transient ion formation during light- and electron-induced isomerisation of azobenzene

Reinhard J. Maurer, Karsten Reuter

In molecular nanotechnology, a single molecule is envisioned to act as the basic building block of electronic devices. Such devices may be of special interest for organic photovolt…

cond-mat.mtrl-sci2017★ 81 cited

Mode specific electronic friction in dissociative chemisorption on metal surfaces: H on Ag(111)

Reinhard J. Maurer, Bin Jiang, Hua Guo +1

Electronic friction and the ensuing nonadiabatic energy loss play an important role in chemical reaction dynamics at metal surfaces. Using molecular dynamics with electronic fricti…

cond-mat.mtrl-sci2016★ 110 cited

Ab-initio tensorial electronic friction for molecules on metal surfaces: nonadiabatic vibrational relaxation

Reinhard J. Maurer, Mikhail Askerka, Victor S. Batista +1

Molecular adsorbates on metal surfaces exchange energy with substrate phonons and low-lying electron-hole pair excitations. In the limit of weak coupling, electron-hole pair excita…

cond-mat.mtrl-sci2016★ 14 cited

Global Structure Search for Molecules on Surfaces: Efficient Sampling with Curvilinear Coordinates

Konstantin Krautgasser, Chiara Panosetti, Dennis Palagin +2

Efficient structure search is a major challenge in computational materials science. We present a modification of the basin hopping global geometry optimization approach that uses a…

cond-mat.mtrl-sci2016★ 161 cited

Adsorption structures and energetics of molecules on metal surfaces: Bridging experiment and theory

Reinhard J. Maurer, Victor G. Ruiz, Javier Camarillo-Cisneros +4

Adsorption geometry and stability of organic molecules on surfaces are key parameters that determine the observable properties and functions of hybrid inorganic/organic systems (HI…

cond-mat.mtrl-sci2016★ 47 cited

Communication: Charge-Population Based Dispersion Interactions for Molecules and Materials

Martin Stöhr, Georg S. Michelitsch, John C. Tully +2

We introduce a system-independent method to derive effective atomic C coefficients and polarizabilities in molecules and materials purely from charge population analysis. This…

cond-mat.mtrl-sci2016

The Role of Tensorial Electronic Friction in Energy Transfer at Metal Surfaces

Mikhail Askerka, Reinhard J. Maurer, Victor S. Batista +1

An accurate description of nonadiabatic energy relaxation is crucial for modeling atomistic dynamics at metal surfaces. Interfacial energy transfer due to electron-hole pair excita…

cond-mat.mtrl-sci2016★ 34 cited

Thermal and electronic fluctuations of flexible adsorbed molecules: Azobenzene on Ag(111)

Reinhard J. Maurer, Wei Liu, Igor Poltavsky +4

We investigate the thermal and electronic collective fluctuations that contribute to the finite-temperature adsorption properties of flexible adsorbates on surfaces on the example…

cond-mat.mtrl-sci2015★ 69 cited

Spin Manipulation by Creation of Single-Molecule Radical Cations

Sujoy Karan, Na Li, Yajie Zhang +13

All-trans-retinoic acid (ReA), a closed-shell organic molecule comprising only C, H, and O atoms, is investigated on a Au(111) substrate using scanning tunneling microscopy and spe…

cond-mat.mtrl-sci2015★ 80 cited

Many-body dispersion effects in the binding of adsorbates on metal surfaces

Reinhard J. Maurer, Victor G. Ruiz, Alexandre Tkatchenko

A correct description of electronic exchange and correlation effects for molecules in contact with extended (metal) surfaces is a challenging task for first-principles modeling. In…

cond-mat.mtrl-sci2014★ 31 cited

Temperature-dependent templated growth of porphine thin films on the (111) facets of copper and silver

Katharina Diller, Florian Klappenberger, Francesco Allegretti +8

The templated growth of the basic porphyrin unit, free-base porphine (2H-P), is characterized by means of X-ray photoelectron spectroscopy (XPS) and near-edge X-ray absorption fine…