ATLAS: A Foundation Neural Sampler for Amorphous MaterialsAmorphous materials exhibit exceptional mechanical and functional properties, yet their rugged energy landscapes are notoriously difficult to sample. Below the glass-transition temperature,…Mouyang Cheng, Denis Blessing, Botao Yu et al.·Jul 21, 2026SaveLearn
Thermal and electrical conductivity of a refractory high-entropy alloy after high-pressure torsion: Electron versus phonon contributionsThe equiatomic refractory high-entropy alloy TiZrHfNbTa was processed by high-pressure torsion (HPT) to investigate the effect of nanostructuring and defect engineering on thermal and electrical…Jacqueline Hidalgo-Jimenez, Payam Edalati, Md Amirul Islam et al.·Jul 21, 2026SaveLearn
Doping tunable charge density waves in misfit layer compoundsThe ability to tune charge density waves (CDWs) through external control knobs, such as doping, pressure or strain is crucial for exploring the phase diagram of two dimensional (2D) or quasi-2D…Hugo Le Du, Ludovica Zullo, Justine Cordiez et al.·Jul 21, 2026SaveLearn
Deciphering Mechanoluminescence: How the Nature of Mechanical Stress and Structural Dimensionality Shape Mechanisms and ResponsesMechanoluminescent materials exhibit a broad spectrum of controllable light-emission responses to mechanical stimuli of varying types and magnitudes. Yet progress toward high-performance systems…Alexis Duval, Xavier Rocquefelte, Yann Gueguen et al.·Jul 21, 2026SaveLearn
Stereochemical Vacuum Gap Explains Out-of-Plane Thermal Insulation in MXenesTwo-dimensional MXenes are promising materials for thermal management and spectral camouflage, combining low out-of-plane thermal conductivity with low infrared emissivity and mechanical robustness.…O. Mateos-Lopez, J. G. Vilhena, Isaac Armstrong et al.·Jul 21, 2026SaveLearn
Phase equilibria in MnSb2Te4-GeSb2Te4 system and magnetic properties of Mn1-xGexSb2Te4 solid solutionsAs a sister compound of the antiferromagnetic topological insulator MnBi2Te4, MnSb2Te4 is also a candidate for exotic magnetic topological phases. On the other hand, the structurally analogous but…Fuad Safarov, Dunya Babanly, Jerome Robert et al.·Jul 21, 2026SaveLearn
Alchemical thermodynamic integration for ab initio free-energy calculations in solutionsWe develop an alchemical thermodynamic integration scheme that couples ab initio force calculators on the fly during Monte Carlo and molecular dynamics simulations. The implementation is validated…Liangrui Wei, Feng Zhang, Renata M. Wentzcovitch et al.·Jul 21, 2026SaveLearn
Data-driven Design of Metal-Organic Frameworks with Tunable Negative Thermal ExpansionMaterials with negative thermal expansion (NTE) are essential for applications requiring precise control of thermal expansion. Owing to their exceptional chemical tunability, flexible architectures,…Prathami Divakar Kamath, Francesco Tavani, Alin Marin Elena et al.·Jul 21, 2026SaveLearn
Two-Dimensional Hexagonal BX3 (X = P, As) Monolayers as High-Capacity, Fast-Charging Anode Platforms for Lithium- and Sodium-Ion BatteriesThe rapid advancement of alkali-metal ion batteries demands robust anode platforms combining high specific capacities with rapid charge-discharge kinetics. Using first-principles density functional…Jakkapat Seeyangnok, Joongjai Panpranot, Udomsilp Pinsook·Jul 21, 2026SaveLearn
SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO2, Li3PO4, and PerovskitesAccurate prediction of the Born effective charge (BEC) tensor is crucial for modeling materials under electric fields but remains computationally expensive. To bridge this gap, we present…Anh Khoa Augustin Lu, Shungo Arai, Yutack Park et al.·Jul 21, 2026SaveLearn
A Magnon-Based Electric Field Controlled Magnetoelectric Device for Energy-Efficient Logic-in-MemoryWe demonstrate a non-volatile magnetoelectric magnonic memory (MEMM) that enables fully electrical write/read via direct magnon-driven sensing in an insulating antiferromagnet. A fabricated…Rongqing Cong, Sajid Husain, Yumin Su et al.·Jul 21, 2026SaveLearn
Dynamics of Long-lived Carriers in Molybdenum Carbide NanosheetsMolybdenum carbide (MoC) is a promising candidate for substituting expensive platinum-group metals in many applications owing to its low cost and excellent properties, therefore a comprehensive…Xiangyu Zhu, Zhong Wang, Tao Li et al.·Jul 21, 2026SaveLearn
Trans-scale spin Seebeck effect in nanostructured bulk composites based on magnetic insulatorThe spin Seebeck effect (SSE) enables thermoelectric conversion through thermally generated spin currents in magnetic materials, offering a promising transverse geometry for scalable devices.…Sang J. Park, Keisuke Hirata, Hossein Sepehri-Amin et al.·Jul 21, 2026SaveLearn
Bayesian inference of composition-dependent phase diagramsPhase diagrams serve as a highly informative tool for materials design, encapsulating information about the phases that a material can manifest under specific conditions. In this work, we develop a…Timofei Miryashkin, Olga Klimanova, Vladimir Ladygin et al.·Jul 21, 2026SaveLearn
Effect of independent parameters on nanoparticle sizes in magnetron-sputtering inert-gas condensationMagnetron-sputtering inert-gas condensation (MS-IGC) provides a scalable, environmentally friendly vapour-phase synthesis approach for preparing customised nanoparticles (NPs) with bespoke properties…Yizhou Wang, Evropi Toulkeridouc, Abisegapriyan K. S et al.·Jul 20, 2026SaveLearn
GQD-AdsNet: Graph Neural Networks Unlock Rapid Exploration of Transition Metal Adsorption on Graphene Quantum DotsIn recent years, interest in single-atom catalysts supported on carbon-based structures has grown considerably due to their high catalytic activity and efficient uses of metal atoms. However, the…Lara Goncebat, Rodrigo Echeveste, Matías Gerard et al.·Jul 20, 2026SaveLearn
Battery Material Comparisons Should Refocus on Diffusivity with Best PracticesThe continuous demand for improved batteries motivates the discovery and advancement of materials with improved transport. Ionic diffusivity is the relevant material property where its measurement…CJ Sturgill, Roya Rajabi, Md Abdullah Al Muhit et al.·Jul 20, 2026SaveLearn
Data-Efficient Training of Linear ACE Potentials through Leverage-Guided Subset Selection of ASSYST Structure PoolsThe construction of machine-learned interatomic potentials (MLIPs) is often limited by the cost of generating large density-functional-theory (DFT) training datasets. For systematically generated…Aynour Khosravi, Marvin Poul, Jörg Neugebauer et al.·Jul 20, 2026SaveLearn
Vacancy Diffusion Across FeCrAl Alloy Composition Space for Accident-Tolerant Fuel CladdingIron-chromium-aluminium (FeCrAl) alloys are leading candidates for accident-tolerant fuel cladding in light-water reactors, where their superior high-temperature oxidation resistance promises to…Mihai Pitigoi, Peter Hatton·Jul 20, 2026SaveLearn
Electron escape probability in high-efficiency photocathodes measured by reverse-injection photovoltageThe characterization of electron transfer through the emitting surface is of crucial importance for optimizing existing and developing new photocathodes. Here we propose and develop a method for the…S. A. Rozhkov, D. A. Kustov, V. V. Bakin et al.·Jul 20, 2026SaveLearn
Towards a universal model for spin-orbit coupled Wannier HamiltoniansWhile machine learning interatomic potentials (MLiPs) have matured to revolutionize material science, deep learning models for electronic structure are just beginning to emerge and restricted, almost…Alexander C. Tyner·Jul 20, 2026SaveLearn
Excitonic effects in the photocarriers dynamics of two-dimensional materialsWe investigate the role of excitonic correlations in shaping the ultrafast dynamics of photoexcited carriers in semiconductors. Conventional approaches describe relaxation within single-particle…Carlos Betancur, Gianluca Stefanucci, Enrico Perfetto·Jul 20, 2026SaveLearn
Machine Learning Potential-Driven Molecular Dynamics Simulations of Dehydrogenation in Pristine and Doped MgH2Machine learning potential-driven molecular dynamics simulations (ML-MD) were employed to provide atomistic insights into the dehydrogenation kinetics of pristine and doped MgH2. Through systematic…Bo Han, Jianchuan Wang, Rui Zhang et al.·Jul 20, 2026SaveLearn
Phase-field modeling of TiO2 nanocarving via reaction with hydrogen-bearing gasTiO2 nanocrystals can be fabricated by carving the TiO2 bulk polycrystals using reductive H2-bearing gases, yielding single-crystal [001] nanowire arrays. However, the origin of the strongly…Alireza Seifi, Sheikh Akbar, Yanzhou Ji·Jul 20, 2026SaveLearn
Defect configuration, not nitrogen content, governs the mechanical integrity of nitrogen-doped graphene: a molecular dynamics studyThe mechanical reliability of nitrogen-doped graphene is often attributed to its nitrogen content, yet nitrogen occurs in chemically distinct configurations whose individual mechanical roles, and…Indranil Rudra, Jahid Emon, A. K. M. Monjur Morshed·Jul 20, 2026SaveLearn