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Origin of the machine learning forces field errors across metal elements
<p><span lang="EN-US">The overall development of the machine learning force field (MLFF) has advanced rapidly, with a wide range of models emerging in recent years.... -
Bayesian hierarchical models for quantitative estimates for performance metri...
The increasing use of high-throughput computational chemistry demands rigorous methods for evaluating algorithm performance. We present a Bayesian hierarchical modeling paradigm... -
Self-induced buckling in hollow microgels
<p>Hollow microgels are elastic polymer shells easily realizable in experiments. Recent works have shown the emergence of buckling events in dilute hollow microgels under... -
Electric-field-reinforced affinitive electrolytes for highly reversible aqueo...
<p>We propose an affinitive additive strategy featuring high donor number and dipole moment, exemplified by N,N-dimethylurea (DMU), to dynamically modulate Zn2+ solvation... -
Benchmarking machine-readable vectors of chemical reactions on computed activ...
In recent years, there has been a surge of interest in predicting computed activation barriers, to enable the acceleration of the automated exploration of reaction networks.... -
Imaging heat transport in suspended diamond nanostructures with integrated sp...
<p>This dataset contains experimental and theoretical results from the study of heat transport in suspended single-crystal diamond cantilevers with sub-micrometer... -
Dynamical response of noncollinear spin systems at constrained magnetic moments
<p>Noncollinear magnets are notoriously difficult to describe within first-principles approaches based on density-functional theory (DFT) because of the presence of... -
Search for low-periodic substructures in crystalline solids: a novel approach
<p>This record contains the two-dimensional substructures identified using a novel approach based on the crystal graph construction via Voronoi partition,... -
Density functional theory study of silicon nanowires functionalized by grafti...
<p>Functionalizing Silicon Nanowires (SiNWs) through covalent attachment of organic molecules offers diverse advantages, including surface passivation, introduction of new... -
Spin fluctuations steer the electronic behavior in the FeSb3 skutterudite
<p>Skutterudites are promising materials for thermoelectric and spintronics applications. Here we explore spin fluctuations in the FeSb3 skutterudite and their effect on... -
Supporting data for the paper "Algebraic loop liquid in the pyrochlore CsNiCrF6"
<p>The 𝛽-pyrochlore is a charge ice – each tetrahedron of the pyrochlore lattice is occupied by two Ni2+ and two Cr3+ according to an ice rule, resulting in fully... -
Two-dimensional RMSD projections for reaction path visualization and validation
<p>This record contains the complete optimization trajectories, potential model, and analysis data for the Nudged Elastic Band (NEB) calculation of the ethylene + N$_2$O... -
Two-dimensional RMSD projections for reaction path visualization and validation
<p>This record contains the complete optimization trajectories, potential model, and analysis data for the Nudged Elastic Band (NEB) calculation of the ethylene + N$_2$O... -
Long-range van der Waals forces between graphene and copperene: first princip...
<p>Van der Waals (vdW) interactions play a crucial role in the formation of various systems. Two-dimensional (2D) metals have attracted considerable attention due to their... -
Lattice dynamics and structural phase stability of group IV elemental solids ...
<p>The strongly constrained and appropriately normed (SCAN) meta-GGA functional is a milestone achievement of electronic structure theory. Recently, a revised and restored... -
Opposite impact of thermal expansion and phonon anharmonicity on the phonon-l...
<p>Understanding electrical resistivity in metals remains a central challenge in quantifying charge transport at finite temperature. Current first-principles calculations... -
BaZrS3 lights up: the interplay of electrons, photons, and phonons in strongl...
<p>Chalcogenide perovskites have emerged as a promising class of materials for the next generation of optoelectronic applications, with BaZrS3 attracting significant... -
Chemical shift-dependent interaction maps in molecular solids
Structure determination of molecular solids through NMR crystallography relies on the generation of a comprehensive set of candidate crystal structures and on the comparison of... -
Electrolyte design for reversible zinc metal chemistry
Here we present an on-demand strategy for electrolytes design to surpass 99.9% Coulombic efficiency (CE) in zinc metal anode. This strategy synergizes various effects by... -
Atomically thin high-entropy oxides via naked metal ion self-assembly for pro...
Here, we develop a self-assembly technique to synthesize 1-nm-thick rutile-structured high-entropy oxides (RuIrFeCoCrOā‚‚) from naked metal ions assembly and oxidation at...
