From pore collapse to crystal growth: ultrafast laser-induced stishovite formation in nanoporous silicaThe crystallization of amorphous solids under ultrafast laser irradiation represents a paradigm of non-equilibrium phase transitions, where the interplay between electromagnetic energy localization…Aram Yedigaryan, Mohamed Yaseen Noor, Elena Kachan et al.·Jun 12, 2026SaveLearn
Nonlinear Breakdown of Antisymmetric Flexoelectric CouplingFlexoelectric coupling is conventionally regarded as antisymmetric, such that reversing the strain gradient reverses the polarization direction while preserving its magnitude. Here we report that…Yingzhuo Lun, Yida Yang, Tingjun Wang et al.·Jun 12, 2026SaveLearn
Oxygen deficiency and valency reconstruction in multiferroic V-doped HfO2The interplay of oxygen deficiency and vanadium multiple valency in the candidate multiferroic V-doped Pca21 hafnia HfO2 is studied by first-principles calculations. Low-lying V majority gap…Vincenzo Fiorentini·Jun 11, 2026SaveLearn
Machine Learning Accelerated SSNEB for Efficient Minimum Energy Pathway CalculationsMetastable states and their minimum energy pathways (MEPs) are central to understanding transformations and phase stability in complex materials, yet mapping transition pathways between competing…Yu Zhang, Guanzhi Li, Minkyung Han et al.·Jun 11, 2026SaveLearn
Molecular Beam Epitaxy of Mn2In2Se5 van der Waals Layers Using Mn IntercalationThe weak van der Waals (vdW) force in layered chalcogenide materials has enabled the growth of ternary chalcogenide layers using unconventional approaches. Here, we report the molecular beam epitaxy…Qihua Zhang, Ke Wang, Wesley Auker et al.·Jun 11, 2026SaveLearn
Multi-modal machine learning analysis of GaSe molecular beam epitaxy growth conditionsAutonomous synthesis platforms integrating machine learning with in situ diagnostics have the potential to revolutionize thin-film growth by enabling real-time process optimization and reducing the…Mingyu Yu, Isaiah A. Moses, Wesley F. Reinhart et al.·Jun 11, 2026SaveLearn
Towards Atom-by-Atom Fabrication: Mechanosynthetic donation and abstractionEnabled by inverted-mode scanning tunneling microscopy (IM-STM) and the use of functionalized molecular tools, we demonstrate positionally-controlled mechanosynthetic addition (donation) of carbon…Brandon Blue, Mathieu Morin, Alex Inayeh et al.·Jun 11, 2026SaveLearn
Dynamical multiferroicity in framework materialsDynamical multiferroicity, which describes the magnetic fields generated by circularly polarized phonons in materials, is an established mechanism for optical control of magnetism. Here we perform ab…Marek Matas, Carl P. Romao·Jun 11, 2026SaveLearn
DFTB coupled with NEGF study of the structural, electronic and transport properties of goldene 2D materialWe report the structural, electronic, and transport properties of the goldene 2D material using the density functional tight-binding (DFTB) method. Electronic transport calculations were conducted in…Taoufik Sakhraoui, František Karlický·Jun 11, 2026SaveLearn
Closed-loop discovery of out-of-distribution processing protocols by evolutionary search and uncertainty-aware learningMany materials and chemical systems exhibit history-dependent responses, where functional outcomes are governed not only by final-state variables but by the time-dependent sequence of fields,…Yu Liu, Stanislav Udovenko, Ching-Che Lin et al.·Jun 11, 2026SaveLearn
Combining Frozen Trajectory Excitation and TACAW for in silico Time-Resolved Vibrational Electron Energy Loss/Gain SpectroscopySeeing that ultrafast (picosecond timescale) vibrational electron energy loss spectroscopy (EELS) should soon be experimentally realizable, we present in silico approach capable of providing insight…Wojciech Marciniak, Joanna Marciniak, José Ángel Castellanos-Reyes et al.·Jun 11, 2026SaveLearn
Electrostatic Charge Model for Dual-Layer Oxide Thin-Film TransistorsA simple electrostatic two-equation model for dual-layer thin-film transistor (TFT) operation is developed. The model distributes electrostatic charge between the top and bottom semiconductor layers,…Måns J. Mattsson, John F. Wager, Matt W. Graham·Jun 11, 2026SaveLearn
Morphology control and low-temperature magnetotransport in chiral 2D perovskite R-(MBA)2PbI4Two-dimensional chiral hybrid perovskites, such as R/S-(MBA)2PbI4, are leading candidates for realizing and studying chirality-dependent charge and spin transport.…Shehreen Aslam, Sam Saiter, Bradley Lloyd et al.·Jun 11, 2026SaveLearn
Cepstral Analysis to accelerate Green-Kubo thermal conductivity calculations of Metal-Organic FrameworksMetal-organic frameworks (MOFs) are promising porous materials for applications such as gas storage and separation, where heat transport can critically affect device performance. However, reliable…Florian P. Lindner, Egbert Zojer, Sandro Wieser·Jun 11, 2026SaveLearn
Tuning perpendicular magnetic anisotropy in ultra-low damping Li0.5AlxFe(2.5-x)O4 thin films for efficient spin-orbit torque switchingUltra-thin magnetic insulator films that simultaneously exhibit ultra-low magnon damping, perpendicular magnetic anisotropy (PMA), and low spin-orbit torque (SOT) switching current densities are…Daisy O'Mahoney, Sauviz P. Alaei, Anna Janni et al.·Jun 11, 2026SaveLearn
Symmetry-electronic fingerprints reveal competing magnetic phases in two-dimensional materialsTwo-dimensional magnets offer compelling platforms for spintronics and quantum technologies, yet predicting their magnetic ground states, moments, and anisotropy remains challenging. This limitation…Addis Fuhr, Zachary R. Fox, David Parker et al.·Jun 11, 2026SaveLearn
Dopant-induced modifications of the optical properties of GaSeDoping plays a crucial role in tailoring the electronic, optical, and magnetic properties of semiconductors, enabling control of carrier dynamics and the formation of functional states for…Jakub Sójka, Katarzyna Olkowska-Pucko, Kacper Walczyk et al.·Jun 11, 2026SaveLearn
The phase composition and physical properties of melt-quenched multicomponent alloy FeCoNiB0.7Si0.3BeThe structure and physical properties of the high-entropy multicomponent alloy FeCoNiB0.7Si0.3Be in the as-cast and melt-quenched states were studied. The cooling rate of the melt-quenched films was…Oleksandr I. Kushnerov, Sergey I. Ryabtsev, Pavlo O. Galagan et al.·Jun 11, 2026SaveLearn
Physics-informed time-series forecasting of perovskite photoluminescence stabilityAccelerated ageing using elevated temperatures and illumination is one of the most common methods to rapidly study the stability of novel semiconductor materials. However, as the pace of materials…Alexander Wieczorek, Manuel Kober-Czerny, Fábio Lopes et al.·Jun 11, 2026SaveLearn
Enhanced Photocurrent Response in Epitaxial 0.5PZT-0.5PFN Multiferroic Thin FilmsThe exploration of novel multiferroic materials with strong coupling between ferroelectric polarization and photovoltaic effects is crucial for next-generation optoelectronic devices. In this study,…Lucia Imhoff, Miguel A. Rengifo, Jose M. Caicedo Roque et al.·Jun 11, 2026SaveLearn
Polarizing ultrathin ferroelectric BaTiO3 films through interfacial layer polarizationAn important requirement for the integration of ferroelectric thin films into devices is deterministic control of the polarization state in films of only a few unit cells in thickness. Here, we…Ipek Efe, Edith Simmen, Tobias Goldenberger et al.·Jun 11, 2026SaveLearn
Thickness-Independent Quantum Geometric Responses Driven by Interlayer Antiferroic CouplingTwo-dimensional ferroic materials exhibit rich and intriguing physical phenomena, but their response properties generally depend sensitively on thickness, requiring precise layer-number control and…Zhiming Xu, Huaqing Huang·Jun 11, 2026SaveLearn
Decoding Crystallographic Surface Chirality from Real Space and Momentum Space Images by Machine LearningIntrinsically chiral metal surfaces, where handedness arises from the asymmetric step-kink-terrace topology of high-Miller index planes, are model systems for enantiospecific catalysis, sensing, and…Chetana Badala Viswanatha, Ka Man Yu, Benito Arnoldi et al.·Jun 11, 2026SaveLearn
A first-principles approach for predicting infrared optical properties of solidsWe present a simplified formalism for predicting infrared optical constants from first-principles calculations. Addressing limitations of the widely used four-parameter semi-quantum Lorentz model,…Sreerag Sundaram, Ziqi Guo, Dudong Feng et al.·Jun 11, 2026SaveLearn
Disentangling the origin of degradation in perovskite solar cells via optical imaging and Bayesian inferenceMachine learning and computational inference, coupled with experimental data, promise to significantly accelerate our rate of learning in most scientific disciplines. In this study, we develop tools…Akash Dasgupta, Robert D. J. Oliver, Manuel Kober-Czerny et al.·Jun 11, 2026SaveLearn