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

Symmetry-restricted energy landscapes as a benchmark for machine learned interatomic potentials

This paper introduces a symmetry-restricted benchmark that systematically evaluates the fidelity of universal machine-learned interatomic potentials by comparing their predicted two-dimensional potential energy surface slices against DFT calculations to reveal artifacts and assess their ability to capture critical topological features like local minima and saddle points.

Abhijith S Parackal, Rickard Armiento, Florian Trybel2026-02-03
🔬 optics

Numerically optimized FROG results for the study of red-shifted spectra in multi-frequency Raman generation

This study utilizes an Adam optimizer-based FROG reconstruction and a double-pulse interference model to demonstrate that the asymmetric red-shifted spectral broadening observed in transient multi-frequency Raman generation originates from linear Raman processes within a two-photon dressed-state framework.

Sakthi Priya Amirtharaj, Zujun Xu, Donna Strickland, Borun Chowdhury, Sagnik Acharya, Priyam Samantray, Anil Prabhakar (…)2026-02-03
🔬 materials science

Wavefunction-Free Approach for Predicting Nonlinear Responses in Weyl Semimetals

This paper introduces a wavefunction-free approach that achieves a 1000-fold computational speedup in predicting nonlinear responses like the circular photogalvanic effect in Weyl semimetals, enabling the efficient discovery of materials such as Ta3_3S2_2 with significantly enhanced photocurrents.

Mohammad Yahyavi, Ilya Belopolski, Yuanjun Jin, Yilin Zhao, Jinyang Ni, Naizhou Wang, Yi-Chun Hung, Zi-Jia Cheng, Tyler (…)2026-02-02
🔢 mathematics

Antiferromagnetic domain walls under spin-orbit torque

This paper theoretically investigates the tunable dynamical behaviors of antiferromagnetic domain walls under spin-polarized currents, revealing distinct regimes of precessional, propagating, and oscillatory motion depending on current polarization, characterizing their velocity and asymmetric profiles, and discussing the impact of Dzyaloshinskii-Moriya interaction and large induced magnetization for potential experimental detection.

George Theodorou, Stavros Komineas2026-02-02
🔬 materials science

Magnetic Properties of the Quasi-1D Magnesium Lanthanide Borates MgLnLnB5_5O10_{10}

This study reports the synthesis and magnetic characterization of quasi-1D magnesium lanthanide borates (MgLnLnB5_5O10_{10}), revealing distinct single-ion anisotropy behaviors across the lanthanide series and identifying MgGdB5_5O10_{10} as a promising candidate for solid-state refrigeration at liquid helium temperatures.

Lachlan G. M. Rooney, Siân E. Dutton, Nicola D. Kelly2026-02-02
🔢 mathematics

Evidence of a two-dimensional nitrogen crystalline structure on silver surfaces

This paper reports the experimental synthesis of a two-dimensional nitrogen crystalline structure, termed nitrogene, on silver surfaces via ion-beam-assisted epitaxy, revealing a puckered honeycomb lattice with a predicted band gap of up to 7.5 eV suitable for ultraviolet optoelectronic and high-k dielectric applications.

Xuegao Hu, Haijun Cao, Zhicheng Gao, Hui Zhou, Daiyu Geng, Dong Li, Jisong Gao, Qiaoxiao Zhao, Zhihao Cai, Peng Cheng, L (…)2026-02-02