Condensed matter physics and materials science form a dynamic partnership, exploring how the collective behavior of atoms gives rise to the unique properties of solids and liquids. This field bridges the gap between fundamental quantum mechanics and the practical engineering of everything from flexible electronics to superconductors, turning abstract theories into tangible innovations that shape our daily lives.

At Gist.Science, we process every new preprint in this category directly from arXiv to make these complex discoveries accessible to everyone. Our team generates both plain-language overviews and detailed technical summaries for each paper, ensuring that researchers, students, and curious minds alike can grasp the latest breakthroughs without getting lost in dense jargon.

Below are the latest papers in condensed matter and materials science, organized by their most recent publication dates.

AMShortcut: An Inference- and Training-Efficient Inverse Design Model for Amorphous Materials

This paper introduces AMShortcut, an inference- and training-efficient probabilistic generative model that enables the rapid, multi-property inverse design of amorphous materials by accurately generating diverse atomic structures in few sampling steps without requiring separate models for different property combinations.

Yan Lin, Jonas A. Finkler, Tao Du, Jilin Hu, Morten M. Smedskjaer2026-04-01🔬 cond-mat.mtrl-sci

Short-lived memory in multidimensional spectra encodes full signal evolution

The paper introduces the spectral generalized master equation (GME), a new technique that reconstructs the full evolution of multidimensional spectra from short-waiting-time data, thereby drastically reducing experimental costs, eliminating statistical noise, and enabling the study of delicate or complex systems previously inaccessible to current ultrafast spectroscopy methods.

Thomas Sayer, Ethan H. Fink, Zachary R. Wiethorn, Devin R. Williams, Anthony J. Dominic III, Luke Guerrieri, Yi Ji, Veronica Policht, Jennifer Ogilvie, Gabriela Schlau-Cohen, Amber Krummel, Andrés M (…)2026-04-01🔬 cond-mat.mtrl-sci

Angular anisotropy landscape of vortex ensembles in polarized small-angle neutron scattering

This paper presents a symmetry-resolved classification framework for polarized small-angle neutron scattering patterns from magnetic vortex ensembles, demonstrating that their angular anisotropy organizes into four distinct regimes governed primarily by rotational symmetry and the statistical distribution of vortex axes rather than detailed core structures.

Michael P. Adams, Elizabeth M. Jefremovas, Andreas Michels2026-04-01🔬 cond-mat.mes-hall

Deep-UV bleaching of charge disorder in encapsulated graphene

This paper demonstrates that brief deep-UV exposure significantly enhances the electronic quality of encapsulated graphene by neutralizing charged impurities in boron nitride, thereby enabling the observation of rare quantum phenomena like even-denominator fractional quantum Hall states and superlattice minibands in previously disordered devices.

Daniil Domaretskiy, Ned Hayward, Van Huy Nguyen, Simone Benaglia, Kornelia Indykiewicz, Hadrien Vignaud, Jing Zhang, Kenji Watanabe, Takashi Taniguchi, V. I. Fal'ko, Laura Fumagalli, L. A. Ponomarenko (…)2026-04-01🔬 cond-mat.mes-hall

Molecular beam epitaxy of wafer-scale O-band InAs/InGaAs quantum dots on GaAs for quantum photonics

This paper presents a scalable molecular beam epitaxy strategy utilizing gradient sub-monolayer InAs deposition and strain-reducing capping to achieve wafer-scale, low-density, electrically tunable InAs/InGaAs quantum dots on GaAs that emit single photons in the O-band for quantum photonics applications.

Pavel S. Avdienko, Lukas Hanschke, Quirin Buchinger, Nikolai Bart, Hubert Riedl, Bianca Scaparra, Yu Xia, Ziria Herdegen, Knut Müller-Caspary, Gregor Koblmüller, Tobias Huber-Loyola, Arne Ludwig (…)2026-04-01🔬 physics.app-ph

Strongly nonlinear antiferromagnetic dynamics in high magnetic fields

This study demonstrates the ability to drive antiferromagnetic NiO into a highly nonlinear regime using THz light and subsequently steer its dynamics out of this state with a 33-Tesla magnetic field, marking a significant step toward ultrafast resonant switching of antiferromagnetic order.

Pavel Stremoukhov, Ansar Safin, Casper F. Schippers, Reinoud Lavrijsen, Maurice Bal, Uli Zeitler, Alexandr Sadovnikov, Kamyar Saeedi Ilkhchy, Sergey Nikitov, Andrei Kirilyuk2026-03-31🔬 cond-mat.mtrl-sci

Retrieving optical parameters of emerging van der Waals flakes

The paper presents a robust, fitting-free method based on identifying reflectance minima in spectroscopic measurements to accurately extract the in-plane dielectric permittivity of small-area van der Waals microcrystals, overcoming the limitations of conventional ellipsometry and near-field probes.

Mitradeep Sarkar, Michael T. Enders, Mehrdad Shokooh-Saremi, Kenji Watanabe, Takashi Taniguchi, Hanan Herzig Sheinfux, Frank H. L. Koppens, Georgia Theano Papadakis2026-03-31🔬 cond-mat.mtrl-sci