-
data-efficient and fast machine learning molecular dynamics through integrate...
<p>This entry provides the training and test datasets, final datasets, trained models, and simulation results associated with four machine learning interatomic potentials... -
Performance improvement of deorbitalized exchange-correlation functionals
<p>Deorbitalization of a conventional meta-generalized-gradient exchange-correlation approximation replaces its dependence upon the Kohn-Sham kinetic energy density with a... -
Achieving enhanced irradiation-resistant metallic alloys by immobilizing indu...
<p dir="auto">Advanced fission and fusion technologies require materials that withstand extreme conditions, relying on irradiation-tolerant structures to suppress defect... -
Data availability for "ChemFit: a framework for automated high-dimensional mo...
<p>This repository accompanies the manuscript <em>“ChemFit: A framework for automated high-dimensional model parameter optimization”</em> and... -
Micro-environment of the Eu interstitial in the β-Si6-zAlzOzN8-z:Eu2+ green p...
<p>The precise atomic-scale structure around Eu<sup>2+ </sup>activators in the... -
AMaRaNTA: automated first-principles exchange parameters in 2D magnets [Results]
<p>AMaRaNTA stands for <strong>A</strong>utomating <strong>M</strong>agnetic pa<strong>RA</strong>meters... -
On the origin of in-gap states in amorphous Ge2Sb2Te5
<p>The localized states in the band gap of amorphous phase change alloys like Ge2Sb2Te5 control the electrical conduction via the Poole-Frenkel mechanism. Understanding... -
Characteristic data of activation of crystalline and amorphous OER catalysts ...
<p>This electrochemical, X-ray diffraction, and operando X-ray abosorption spectroscopy data characterize and <span>decouple the effects of bulk vs. electrolyte Fe... -
Discovery of correlated electron molecular orbital materials using graph repr...
<p>Correlated electron molecular orbital (CEMO) materials host emergent electronic states built from molecular orbitals localized over clusters of transition metal ions... -
Creep dataset from peer-reviewed literature of nuclear structural materials
<p>The dataset provides records of creep properties for structural materials used in nuclear applications, focusing on the influence of specimen dimensions on... -
Solvent reverse osmosis beyond size exclusion in 2D nanochannel membranes
<p><span lang="EN-US">Solvent reverse osmosis is a pressure-driven</span><span lang="EN-US">, liquid-phase</span><span lang="EN-US"> process... -
Solvent reverse osmosis beyond size exclusion in 2D nanochannel membranes
<p><span lang="EN-US">Solvent reverse osmosis is a pressure-driven</span><span lang="EN-US">, liquid-phase</span><span lang="EN-US"> process... -
OptiMat Alloys: a FAIR, living database of multi-principal element alloys ena...
<p> </p> <div>The FAIR principles have transformed how computational materials data and workflows are shared, yet existing repositories can only serve... -
Extraction of the self energy and Eliashberg function from angle resolved pho...
<p>Angle-resolved photoemission spectroscopy is a powerful experimental technique for studying anisotropic many-body interactions through the electron spectral function.... -
First-principles phonon physics using the Pheasy code
<p>Parameter-free calculations of lattice dynamics from first principles have achieved significant progress in the past decades, with a wealth of applications in... -
Predicting challenging phase transitions with Bayesian active learning
<p>Materials underpin modern technologies, from energy harvesting, storage, and conversion to information and communication technologies. Their functionality is often... -
From symmetry to stability: structural and electronic transformation in Cs₂KInI₆
<p>Cs<sub>2</sub>KInI<sub>6</sub> is a promising lead-free halide double perovskite with a calculated direct band gap of 1.94 eV, ideal for solar... -
Neural surrogates for crystal growth dynamics with variable supersaturation: ...
<p>We develop an extensive dataset of Allen-Cahn simulations of crystal growth in 2D, including kinetic anisotropy to produce hexagonally faceted profiles, and a variable... -
Multiband anisotropic superconductivity in 2H-NbSe2 revealed by ab-initio Koh...
<p dir="auto">This dataset contains the minimal set of AiiDA calculations supporting the results presented in the paper <em>"Multiband Anisotropic Superconductivity... -
Oxygen vacancies in vanadium dioxide: A DFT+V study
<p>We present a density-functional theory study of the effects of oxygen vacancies on the structural and electronic properties of vanadium dioxide...
