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.

🔬 materials science

Boltzmann Reinforcement Learning for Noise resilience in Analog Ising Machines

BRAIN (Boltzmann Reinforcement for Analog Ising Networks) is a variational reinforcement learning framework that overcomes measurement noise in analog Ising machines by learning the Boltzmann distribution through aggregated information, significantly outperforming traditional MCMC methods in both accuracy and speed across various combinatorial topologies.

Aditya Choudhary, Saaketh Desai, Prasad Iyer2026-02-11
🔬 mesoscale physics

Origin of Moiré Potentials in WS2_2/WSe2_2 Heterobilayers: Contributions from Lattice Reconstruction and Interlayer Charge Transfer

This paper demonstrates that the moiré potentials in WS2/WSe2\text{WS}_2/\text{WSe}_2 heterobilayers originate from a combination of lattice reconstruction (inducing local strain and piezopotentials) and interlayer charge transfer (inducing built-in electric fields), which together determine the localization of charge carriers in both R-type and H-type moiré patterns.

Youwen Wang, Nanya Gao, Qingjun Tong2026-02-11
🔬 materials science

Cavity control of multiferroic order in single-layer NiI2_2

The paper proposes using the single-layer multiferroic NiI2\text{NiI}_2 interacting with surface phonon polaritons from a SrTiO3\text{SrTiO}_3 substrate as a platform to demonstrate cavity-mediated control of magnetic order by tuning the spiral wavelength and inducing a transition to ferromagnetism.

Chongxiao Fan, Emil Viñas Boström, Xinle Cheng, Lukas Grunwald, Zhuquan Zhang, Dante M. Kennes, Dmitri N. Basov, Angel R (…)2026-02-11
🔬 materials science

Microstructural origin of the simultaneous enhancements in strength and ductility of a nitrogen-doped high-entropy alloy

By doping a non-equiatomic CrMnFeCoNi high-entropy alloy with nitrogen, the researchers achieved a simultaneous increase in both strength and ductility by inducing short-range order (SRO) and promoting the continuous generation of nano-spaced stacking faults and deformation twins.

Xiaoxiang Wu, Zhujun Sun, Wenqi Guo, Chang Liu, Yong-Qiang Yan, Yan-Ning Zhang, Yuji Ikeda, Fritz Körmann, Jörg Neugebau (…)2026-02-11
🔬 materials science

Pressure dependent topological, superconducting, optoelectronic and thermophysical properties of Ta2Se chalcogenide: Theoretical insights

This first-principles study demonstrates that hydrostatic pressure (0–10 GPa) serves as a versatile tuning mechanism for the structural, electronic, optical, and superconducting properties of the Ta-rich layered chalcogenide Ta2Se\text{Ta}_2\text{Se}, confirming its dynamical stability and its classification as a phonon-mediated superconductor with a TcT_c of approximately 3.9 K.

Tauhidur Rahman, Jubair Hossan Abir, Sourav Kumar Sutradhar, Sraboni Saha Moly, Mst. Maskura Khatun, Md. Asif Afzal, Sal (…)2026-02-11