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Inverse Design of Inorganic Compounds with Generative AI

Hannes Kneiding、Lucía Morán-González、Nishamol Kuriakose 等 5 位作者2026-08-26arXiv

Machine learning is revolutionizing chemistry. Beyond the value of predictive models accelerating virtual screening, generative AI aims at enabling inverse design, reversing the compound-to-property prediction paradigm into property-to-compound generation. Chemists now have access to a rich AI toolbox for organic chem…

Materials Sciencecs.LGChemical Physics

Anisotropic Electrostatic-Elastic Softening and Stability in Charged Colloidal Crystals

Hao Wu、Zhong-Can Ou-Yang2026-08-26arXiv

Charged colloidal crystals exhibit a subtle interplay between electrostatic screening and elastic deformation. When an isotropic electrostatic volumetric softening acts on an anisotropic elastic background, the longitudinal acoustic response softens preferentially along specific crystallographic axes. This article pro…

Materials ScienceSoft Condensed Mattercond-mat.stat-mech

Layer-number parity induced topological phase transition

Kai Chen、Junyan Guan、Jiamin Guo 等 6 位作者2026-08-26arXiv

We demonstrate that stacking topologically trivial layers, under enforced symmetry restrictions, yields emergent topological phases with protected boundary states. Remarkably, the number of layers itself acts as a topological switch, enabling the system to host topological bound states in the continuum (BICs). Analyti…

Materials Science

Observation of hexagonal close-packed water ice at conditions in ice giant planetary interiors

Alexis Forestier、Gunnar Weck、Sandra Ninet 等 7 位作者2026-08-26arXiv

Using synchrotron x-ray diffraction in laser-heated diamond anvil cells, we report the observation of an hexagonal close-packed (hcp) phase of water ice at high pressure and temperature conditions. Above 200 GPa and 1800 K, the hcp phase becomes dominant upon entering the superionic regime, as evidenced by anomalous t…

Materials Sciencecond-mat.other

Fully Compensated Lines in Ferrimagnets

Qais Ali、Anna Grünebohm、Halil Ibrahim Sözen 等 6 位作者2026-08-26arXiv

We generalize the classic Néel diagram and identify another type of ferrimagnetic phase that remains fully magnetically compensated below the Curie temperature, forming a continuous line of compensated points. It exhibits zero net magnetization while retaining non-relativistic, eV-scale reciprocal spin splitting. We f…

Materials Science

Intertwined Charge Stripes and Majorana Zero Modes in An Iron-Based Superconductor

Yu Liu、Li-Xuan Wei、Qiang-Jun Cheng 等 15 位作者2026-08-26arXiv

In type-II superconductors, magnetic fields modulate the amplitude and phase of the superconducting order parameter, forming quantized vortices where superconductivity is locally suppressed and exotic bound states or competing electronic orders emerge. Using spectroscopic-imaging scanning tunneling microscopy on epita…

Materials ScienceStrongly Correlated ElectronsSuperconductivity

Electric-current control of anomalous Hall effect

Jianping Guo、Gusthavo M. S. Brizolla、Peng Rao 等 13 位作者2026-08-26arXiv

We demonstrate robust and reversible electric-current control of the anomalous Hall effect (AHE) in a two-dimensional WTe2/Fe3GeTe2 (FGT) stack. Applying a current through Td-WTe2 leads to a giant modulation of the AHE of the adjacent FGT layer, with the relative change of the AHE conductivity exceeding 180%. Control…

Mesoscale and Nanoscale PhysicsMaterials ScienceApplied Physics

Cobalt-Controlled Interphase Partitioning Regulates Matrix Solute Transport and $γ'$ Coarsening in Ti-Rich NiCoCr-Based Superalloys

Sudeepta Mukherjee、Surendra Kumar Makineni、B. S. Murty 等 4 位作者2026-08-26arXiv

The microstructural stability and mechanical response of $γ/γ'$ superalloys at elevated temperatures are governed by solute chemistry and elemental partitioning across the $γ/γ'$ heterophase interface. Conventionally, a lower $γ^{\prime}$ solvus temperature and a larger $γ/γ^{\prime}$ lattice misfit are expected to in…

Materials Science

Active Learning of a Neural Network Potential for Large-Scale Atomistic Simulations of Polymer Electrolyte Membranes

Yuta Yoshimoto、Naoki Matsumura、Meguru Yamazaki 等 6 位作者2026-08-26arXiv

Machine learning interatomic potentials (MLIPs) can achieve near density-functional-theory (DFT) accuracy at force-field computational cost; however, long-time, large-scale molecular dynamics (MD) simulations often fail when trajectories sample local atomic environments that are underrepresented in the training set. H…

Materials Sciencephysics.comp-ph

Low Energy Excitations in a [4]Triangulene Honeycomb Antiferromagnet

Aidan Delgado、Carolin Dusold、James Wu 等 8 位作者2026-08-26arXiv

Carbon-based synthetic lattices offer a versatile platform for the realization and control of correlated quantum effects at the nanoscale. Advances in on-surface synthesis have facilitated the fabrication of increasingly complex molecular frameworks, opening new avenues for the exploration and engineering of custom ta…

Materials ScienceStrongly Correlated Electrons

Tuning Dirac-Rashba and Double Dirac Cone Surface States of Topological Crystalline Insulator Pb$_{1-x}$Sn$_{x}$Se by Transition Metal Adsorbate

Bartłomiej Turowski、Wojciech Brzezicki、Ondřej Caha 等 12 位作者2026-08-25arXiv

The electronic structure of topological insulator/magnetic metal (TI/MM) interfaces is of great importance for understanding of exotic spin-dependent phenomena and realization of advanced spin-orbitronic devices. Here, we employ a model system of submonolayer transition metal (TM) deposited on the surface of a topolog…

Materials Science

Origin of High-Temperature Antiferromagnetic Order in a van der Waals Material

Rabindra Basnet、Hari Paudyal、Gicela Saucedo Salas 等 6 位作者2026-08-25arXiv

While Van der Waals (vdW) itinerant antiferromagnets with high Neel temperatures (TN) are highly desirable for spintronics, they remain relatively scarce. Here, we unravel the physical origin of the unusually high TN (= 250 K) in the newly identified vdW compound (Fe0.65Co0.35)4GeTe2. The substitution of Co in Fe4GeTe…

Mesoscale and Nanoscale PhysicsMaterials Science

High-pressure phase transitions in the quantum spin liquid candidate Na2Co2TeO6 probed by Raman spectroscopy

Ihsan Ahmed Kolasseri、Maria Mei Ravnebæk、Subhadip Das 等 8 位作者2026-08-25arXiv

The quasi-2D magnet Na2Co2TeO6 (NCTO) is a candidate for a Kitaev Quantum Spin Liquid (KQSL) state. Pressure-tuning in such materials is of interest as a potential method to tune the Kitaev exchange interactions, which are strongly dependent on bond geometry. Here we report a Raman spectroscopic study of NCTO inside a…

Materials ScienceStrongly Correlated Electrons

First-Principles Prediction of Nonlinear Optical Response in $\text{TiO}_2$ for High-Power Dielectric Mirror Applications

Koya Shimaoka、Yusuke Kondo、Kazunori Shibata 等 4 位作者2026-08-25arXiv

Dielectric multilayer mirrors are essential components in optical experiments using high-power lasers, where titanium dioxide ($\text{TiO}_2$) is widely employed as a high-refractive-index dielectric material. In this study, we investigate the nonlinear optical response of $\text{TiO}_2$ under intense ultrashort laser…

Materials Sciencephysics.optics

Bonding Signatures of Incipient Electron Localization in Topological Chiral Semimetals Near the Metal-Insulator Transition

Felix Hoff、Jonathan Frank、Mohit Raghuwanshi 等 14 位作者2026-08-25arXiv

How do electronic localization and delocalization compete in solids beyond the traditional limiting cases of metals and iono-covalent insulators? Topological chiral semimetals (TCSMs), characterized by their unique crystal symmetry, offer an intriguing platform to explore this question. Here, we systematically compare…

Materials Science

Phase-controlled perfect nonlocal spin and charge diode effects in a four-terminal Josephson junction with $p$-wave magnets

Lovy Sharma、Bimal Ghimire、Manisha Thakurathi2026-08-25arXiv

We theoretically investigate charge and spin transport in a four-terminal Josephson junction with a normal-metal barrier. The top and bottom superconducting leads are equal-spin triplet $p_y$-wave superconductors, while the left and right leads are $p$-wave magnets with proximity-induced conventional $s$-wave supercon…

Mesoscale and Nanoscale PhysicsMaterials ScienceStrongly Correlated ElectronsSuperconductivity

Nonlocal-nonlinear phonon polaritons

Gonzalo Álvarez-Pérez、Line Jelver、Alexander Paarmann 等 4 位作者2026-08-25arXiv

When light is confined to deeply subwavelength volumes, optical responses can become nonlocal. Yet how nonlocality reshapes nonlinear light-matter interactions remains largely unexplored, particularly in dielectrics. Here, we theoretically uncover a new class of nonlinear optical processes arising from the interplay b…

Mesoscale and Nanoscale PhysicsMaterials Sciencephysics.comp-phphysics.optics

A colossal dielectric response of Bi1-xSmxFeO3 nanopowders

Vladyslav O. Kolupaiev、Olexander S. Pylypchuk、Vladimir N. Poroshin 等 9 位作者2026-08-25arXiv

The dielectric permittivity of the pressed powder samples of Bi1-xSmxFeO3, with Sm content "x" varying in the range 0 - 0.2, has been investigated in the temperature range from 20 to 400 C and the frequency range from 100 Hz to 100 kHz. We have shown that the Sm content impacts significantly the real and imaginary par…

Materials Science

Engineering Dirac interface states

Gabriele Domaine、Moritz M. Hirschmann、Andreas P. Schnyder2026-08-25arXiv

We develop a low-energy theory of interface states in anisotropic multivalley Dirac systems whose masses and kinetic parameters are allowed to vary across an interface. For sharp interfaces, current-conserving matching conditions yield analytic expressions for the existence, localization and dispersion of the bound st…

Materials Science

Predicting THz Generation Capability of Organic Crystals through Data Mining and Crystal Nonlinearity Models

Sin Hang Ho、Ashton Roma、Connor Barlow 等 8 位作者2026-08-25arXiv

We report the use of DFT computation and mathematical models to predict the nonlinear dielectric polarization (P^{NL}) and nonlinear susceptibility coefficients (χ^{(2)}_{IJK}) of organic materials based on their crystal structures. We apply this computation approach on single-component crystals, co-crystals and ionic…

Materials Sciencephysics.optics