output
19922026
most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations

987 papers

physics.atom-ph2026

The influence of the binding energy on Compton-scattering-driven ionization

N. Melzer, M. Kircher, G. Kastirke +31

We present a comprehensive study of Compton scattering of 20 keV photons by bound electrons over a wide range of binding energies (Ne 2p, Ne 2s, C 1s, O 1s, and Ne 1s orbitals). In…

physics.chem-ph2026

Photoinduced enhancement of chemical shift sensitivity to local vibrations

Ana Martínez Gutiérrez, Oliver Alexander, Pablo Estévez Alonso +26

The advent of novel free-electron laser sources enabling time-resolved x-ray photoelectron spectroscopy (tr-XPS) provides a unique opportunity to monitor local chemical environment…

cond-mat.mtrl-sci2026

Physics-informed time-series forecasting of perovskite photoluminescence stability

Alexander Wieczorek, Manuel Kober-Czerny, Fábio Lopes +5

Accelerated ageing using elevated temperatures and illumination is one of the most common methods to rapidly study the stability of novel semiconductor materials. However, as the p…

cond-mat.mes-hall2026

Nanoscale Confinement Enhances Ultrafast Demagnetization

Yoav William Windsor, Tobias Lojewski, Moumita Kundu +21

Nanoscale miniaturization has revolutionized the field of spintronics by enabling exponential growth in areal bit density. A similar leap is also expected in device speeds through…

physics.optics2026

Ultrafast Nano-Imaging and Optical Control of Hyperbolic Phonon Polaritons at hBN/WS Heterojunctions

Kazuki Kamada, Keisuke Shinokita, Fanyu Zeng +7

Manipulating nanoscale light-matter interactions on ultrafast time scales is indispensable for future polaritonic devices. Hyperbolic phonon polaritons (HPhPs) in van der Waals mat…

physics.chem-ph2026

Controlling isomer population using a dual-oscillator infrared free-electron laser

América Y. Torres-Boy, Anoushka Ghosh, Myles B. T. Osenton +8

We report on the control and characterization of the isomer population of ions inside superfluid helium nanodroplets, using two-color operation of a dual-oscillator infrared free-e…

cond-mat.mtrl-sci2026

All-electron Quasiparticle Self-consistent GW for Molecules and Periodic Systems within the Numerical Atomic Orbital Framework

Bohan Jia, Min-Ye Zhang, Ziqing Guan +2

We report an all-electron implementation of the quasiparticle self-consistent GW (QSGW) method for molecular and periodic systems within the framework of numerical atomic orbitals…

cond-mat.mtrl-sci2026★ 1 cited

Low-scaling \textit{GW} calculations of quasi-particle energies for extended systems within the numerical atomic orbital framework

Min-Ye Zhang, Peize Lin, Rong Shi +1

The many-body perturbation theory within the approximation is a widely used method for describing the electronic band structures in real materials. Its application to large-sc…

quant-ph2026

Emergence of a Luttinger Liquid Phase in an Array of Chiral Molecules

Muhammad Arsalan Ali Akbar, Bretislav Friedrich, Sabre Kais

We propose a robust platform for simulating chiral quantum magnetism using linear arrays of trapped asymmetric top molecules, specifically 1,2-propanediol ($\mathrm{C_{3}H_{8}O_{2}…

physics.chem-ph2026

Probing the structure of cyclic hydrocarbon molecules with X-ray-induced Coulomb explosion imaging

Kurtis D. Borne, Rebecca Boll, Thomas M. Baumann +27

Coulomb explosion imaging (CEI) is a powerful experimental technique that maps a molecule's geometric structure onto the momenta of ionic molecular fragments produced by rapid mult…

cond-mat.mtrl-sci2026

Discontinuous character of the ultrafast exciton Mott transition in monolayer WS

Subhadra Mohapatra, Samuel Palato, Nicholas Olsen +2

There are conflicting predictions and reports on the character of the exciton Mott transition (EMT) in monolayer transition metal dichalcogenides. It could be either a discontinuou…

cond-mat.other2025★ 1 cited

Moiré pattern multiplicity driven by electronic effects in two-dimensional CrCl3/Au heterostructures

Eugenio Gambari, Hugo Le Du, Mathieu Lizée +7

Moiré patterns are a central motif in van der Waals heterostructures arising from the superposition of two-dimensional (2D) incommensurate lattices. These patterns reveal a wealth…

cond-mat.str-el2025

Uncovering surface states of the Dirac semimetal BaMg2Bi2

A. De Vita, J. Bakkelund, H. Świątek +13

BaMg2Bi2 is a Dirac semimetal characterized by a simple Dirac cone crossing the Fermi level at the center of the Brillouin zone, protected by C3 rotational symmetry. Together with…

cond-mat.mtrl-sci2025

Valence Modifications in Hygroscopic VI3 Degraded Crystals via Soft X-Ray Synchrotron Radiation

A. De Vita, V. Polewczyk, G. Panaccione +1

Among van der Waals crystals, transition metal trihalide VI3 has driven attention for its magnetic and orbital properties. However, its chemical instability under ambient condition…

physics.chem-ph2025★ 4 cited

Generative Modeling Enables Molecular Structure Retrieval from Coulomb Explosion Imaging

Xiang Li, Till Jahnke, Rebecca Boll +12

Capturing the structural changes that molecules undergo during chemical reactions in real space and time is a long-standing dream and an essential prerequisite for understanding an…

math.NA2025

Reduced Basis Approach for Convection-Diffusion Equations with Non-Linear Boundary Reaction Conditions

Sebastian Matera, Christian Merdon, Daniel Runge

This paper aims at an efficient strategy to solve drift-diffusion problems with non-linear boundary conditions as they appear, e.g., in heterogeneous catalysis. Since the non-linea…

physics.chem-ph2025

Photoelectron Spectroscopy and Circular Dichroism of an Open-Shell Organometallic Camphor Complex

Viktoria Brandt, Michele Pugini, Nikolas Kaltsoyannis +4

We present an investigation of one-photon valence-shell photoelectron spectroscopy and photoelectron circular dichroism (PECD) for the chiral molecule (1R,4R)-3-(heptafluorobutyryl…

cond-mat.mtrl-sci2025

-GaO(001) surface reconstructions from first principles and experiment

Konstantin Lion, Piero Mazzolini, Kingsley Egbo +4

We present a comprehensive investigation of reconstructions on -GaO(001) combining first-principles calculations with experimental observations. Using ab initio atomisti…

cond-mat.mtrl-sci2025★ 4 cited

MC3D: The Materials Cloud computational database of experimentally known stoichiometric inorganics

Sebastiaan P. Huber, Michail Minotakis, Marnik Bercx +7

DFT is a widely used method to compute properties of materials, which are often collected in databases and serve as valuable starting points for further studies. In this article, w…

cond-mat.other2025

About carrier's self-trapping and dynamical Rashba splitting in the two-dimensional hybrid perovskite (BA)(MA)PbI

W. Qi, S. Ponzoni, G. Huitric +13

Time- and Angle-Resolved Photoelectron Spectroscopy (tr-ARPES) is employed to monitor photoexcited electrons in the two-dimensional hybrid perovskite (BA)(MA)PbI…

cond-mat.mtrl-sci2025★ 1 cited

Wrinkle Mediated Phase Transitions in InSe

Joseph L. Spellberg, Lina Kodaimati, Atreyie Ghosh +2

Crystalline phase transitions in two-dimensional materials enable precise control over electronic and ferroic properties, making them attractive materials for memory and energy sto…

cond-mat.mes-hall2025★ 3 cited

Dissecting intervalley coupling mechanisms in monolayer transition metal dichalcogenides

Oleg Dogadov, Henry Mittenzwey, Micol Bertolotti +8

Monolayer (1L) transition metal dichalcogenides (TMDs) provide a unique opportunity to control the valley degree of freedom of optically excited charge carriers due to the spin-val…

cond-mat.mtrl-sci2025

Orbital mixing and strong Hund's coupling stabilize spin order in van der Waals ferromagnet CrI3

Alessandro De Vita, Srdjan Stavrić, Roberto Sant +8

Recent years have seen a vast increase in research into van der Waals magnetic materials. In many of these systems, magnetism is introduced via light 3d-transition metal elements,…

physics.chem-ph2025★ 4 cited

On Boltzmann Averaging in Ab Initio Thermodynamics

Hendrik H. Heenen, Karsten Reuter

Ab initio thermodynamics is a widespread, computationally efficient approach to predict the stable configuration of a surface in contact with a surrounding (gas or liquid) environm…