Recent Articles

Magnetotransport in topological materials and nonlinear Hall effect via first-principles electronic interactions and band topology

Dhruv C. Desai, Lauren A. Tan, Jin-Jian Zhou, Shiyu Peng, Jinsoo Park, and Marco Bernardi

Phys. Rev. Materials 10, L031201 (2026) - Published 23 March, 2026

Microstructure-based modeling of material parameter calibration and damage evolution in SiCp/Al composites

Guoju Li, Xi Wu, Yuexiang Zhang, Yu Fan, and Xinzhe Zhang

Phys. Rev. Materials 10, 033608 (2026) - Published 20 March, 2026

Scalable learning of macroscopic stochastic dynamics

Mengyi Chen, Pengru Huang, Kostya S. Novoselov, and Qianxiao Li

Phys. Rev. Materials 10, 033805 (2026) - Published 20 March, 2026

Macroscopic dynamical descriptions are essential for understanding and controlling complex material behavior, yet deriving them from microscopic simulations remains computationally prohibitive for spatially extended stochastic systems. To address this challenge, the authors propose a machine-learning framework that learns large-scale macroscopic dynamics using only small-system simulations. The method uses a partial evolution scheme to generate training data within local patches, a tailored loss to learn the macroscopic dynamics, and a hierarchical upsampling strategy to efficiently construct large-system configurations. Across stochastic PDEs, lattice spin models, and an NbMoTa alloy system, the framework demonstrates high accuracy, robustness, and computational efficiency.

Direct chemical discrimination at step edges and kink sites of sodium chloride by nc-AFM with an oxygen-terminated copper tip

Philipp Wiesener, Saeed Amirjalayer, and Harry Mönig

Phys. Rev. Materials 10, 033804 (2026) - Published 19 March, 2026

Ab initio theory of electron drag and wind forces on dislocations: Bridging quantum transport and electroplasticity

Beñat Gurrutxaga-Lerma

Phys. Rev. Materials 10, 033803 (2026) - Published 18 March, 2026

Inverse Bauschinger to Bauschinger crossover under steady shear in amorphous solids

Rashmi Priya and Smarajit Karmakar

Phys. Rev. Materials 10, 035604 (2026) - Published 18 March, 2026

The stress response of a previously sheared amorphous material retains a memory of its prior deformation. This Bauschinger effect manifests as a softening upon shear reversal. Understanding such memory effects provides insights into amorphous rheology. This study reveals that amorphous materials display a previously unrecognized crossover from an inverse to the conventional Bauschinger effect, governed by glass stability, strain history, and shear rate. The resulting phase diagram points to a richer, partially reversible memory landscape. Microscopically, this crossover is rooted in the healing of shear-band networks, establishing local plastic healing as a generic mechanism for memory reversal in disordered solids.

Effect of doping and lattice dynamics in competing structural phases of LaSb2

Jinwoong Kim, Reiley Dorrian, Adrian Llanos, Joseph Falson, and Nicholas Kioussis

Phys. Rev. Materials 10, 033401 (2026) - Published 17 March, 2026

Electron-irradiation induced creep in amorphous alloys

Sourav Das, Gowtham Sriram Jawaharram, Robert S. Averback, and Shen J. Dillon

Phys. Rev. Materials 10, 033607 (2026) - Published 17 March, 2026

Vacancies and adatoms unlock reactivity in 2H-TiBr2 monolayers

André L. de O. Batista, João Marcos T. Palheta, Emanuel J. A. Santos, Carlos Maciel O. Bastos, Luiz A. Ribeiro Júnior, Diego Guedes-Sobrinho, Celso R. C. Rêgo, Maurício J. Piotrowski, and Alexandre C. Dias

Phys. Rev. Materials 10, 034004 (2026) - Published 17 March, 2026

Lattice vacancy migration barriers in Fe-Ni alloys, and an indication as to why Ni atoms diffuse slowly: A first-principles study

Adam M. Fisher, Christopher D. Woodgate, Xiaoyu Zhang, George C. Hadjipanayis, Laura H. Lewis, and Julie B. Staunton

Phys. Rev. Materials 10, 034410 (2026) - Published 17 March, 2026

Nonlinear phononics in rare-earth orthoferrites

O. Y. Kovalenko, R. M. Dubrovin, R. V. Pisarev, A. V. Kimel, A. M. Kalashnikova, and R. V. Mikhaylovskiy

Phys. Rev. Materials 10, 034408 (2026) - Published 16 March, 2026

Finite-temperature ferroelectric phase transitions from machine-learned force fields

Kristoffer Eggestad, Ida C. Skogvoll, Øystein Gullbrekken, Benjamin A. D. Williamson, and Sverre M. Selbach

Phys. Rev. Materials 10, 034409 (2026) - Published 16 March, 2026

Machine-learned force fields (MLFFs) can bring first-principles accuracy to finite-temperature molecular dynamics for materials simulations. Here, the authors use MLFFs, trained on-the-fly using only ground-state structures, to predict phase transitions in the prototypical ferroelectrics BaTiO3, PbTiO3, LiNbO3, and BiFeO3. Order parameter discontinuities, mixed order–disorder and displacive character, and space groups are correctly predicted, while exact transition temperatures are functional-dependent. This demonstrates both the promise and current limitations of MLFFs for simulating the thermal evolution of materials, where long-range electrostatic interactions and collective lattice instabilities are imperative to the physics and phase transitions. Ferroelectrics thus constitute a stringent testbed for MLFFs.

Point defects and impurities in fluorite PuO2

Andrew J. E. Rowberg, Kyoung E. Kweon, and Scott B. Donald

Phys. Rev. Materials 10, 034601 (2026) - Published 16 March, 2026

Simulating the influence of stoichiometry on the spectral emissivity of MoxSiy thin films

Zahra Golsanamlou, Arseniy Baskakov, Robbert van de Kruijs, Marcelo Ackermann, Menno Bokdam, Silvester Houweling, and Giorgio Colombi

Phys. Rev. Materials 10, 036002 (2026) - Published 16 March, 2026

Electronic transport in three-atom-thick gold nanocontacts: Revealing atomic geometries and applications

J. P. Cuenca, T. de Ara, A. Martinez-Garcia, E. Guzman, and C. Sabater

Phys. Rev. Materials 10, 036003 (2026) - Published 16 March, 2026

Strain-induced reconstruction in two-dimensional silver intercalated between graphene and SiC

Van Dong Pham, Boyang Zheng, Arpit Jain, Chengye Dong, Li-Syuan Lu, Zachary W. Henshaw, William H. Blades, Joshua A. Robinson, Vincent H. Crespi, Achim Trampert, and Roman Engel-Herbert

Phys. Rev. Materials 10, 034003 (2026) - Published 13 March, 2026

When confined between graphene and the SiC substrate, metals do not always form an ideal epitaxial layer. Cryogenic scanning tunneling microscopy combined with density functional theory reveals how such non-ideal confinement governs the structural and electronic properties of monolayer silver. Instead of forming a uniform layer, competing interactions between silver-SiC bonding and silver-silver interatomic force cause silver to reconstruct, forming a one-dimensional Frenkel-Kontorova domain to partially relieve tensile strain. The reconstruction strongly modulates the electronic density of states and induces a state at ~0.75 eV above the Fermi level, highlighting the key role of substrate-mediated effects at confined interfaces.

Crack initiation and propagation in magnesium-lithium alloys: Revealed by machine learning potential

Yincan Sun, Zhigang Ding, Jincheng Kan, Yonghao Zhao, Shuang Li, and Xiang Chen

Phys. Rev. Materials 10, 033606 (2026) - Published 12 March, 2026

T-square electric resistivity and its thermal counterpart in RuO2

Yu Ling, Florent Pawula, Ramzy Daou, Benoît Fauqué, and Kamran Behnia

Phys. Rev. Materials 10, 035002 (2026) - Published 12 March, 2026

Metallic boron allotropes

Zhenxian Wang, Ying Xu, Siqi Xu, Zhuhua Zhang, and Wanlin Guo

Phys. Rev. Materials 10, 033605 (2026) - Published 11 March, 2026

Superhard refractory high-entropy diborides

M. D. Hossain, N. S. McIlwaine, N. O. Marquez-Rios, A. C. Feltrin, V. Chawla, R. A. Mayanovic, W. G. Fahrenholtz, D. Penumadu, E. Zurek, D. W. Brenner, D. E. Wolfe, S. Divilov, H. Eckert, S. Curtarolo, and J.-P. Maria

Phys. Rev. Materials 10, 033604 (2026) - Published 10 March, 2026

Materials with exceptional hardness are essential for technologies operating under extreme conditions, including cutting tools, protective armors, hypersonics, and nuclear energy systems. The design of such materials remains challenging because hardness is controlled not only by atomic-scale bonding but also by micro- and macroscopic defects within the material. In this work, we investigate high-entropy diborides as a new class of superhard refractory ceramics that incorporate multiple transition metals into a single crystal structure. By integrating computational modeling with synthesis and mechanical properties characterization, we establish clear design principles that connect elemental selection, bonding characteristics, and hardness. These results provide a practical framework for engineering next-generation superhard ceramics for extreme engineering applications.

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