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

Kinetics of Stacking Order Evolution During Heterogeneous Ice Formation

Using in situ cryogenic transmission electron microscopy and molecular dynamics simulations, this study reveals that heterogeneous ice formation involves a surface-constrained, symmetry-breaking recrystallization process where cubic-ice embryos transition into hexagonal-ice dendrites via dynamic stacking-disordered layers to minimize free energy.

Xudan Huang, Zifeng Yuan, Chon-Hei Lo, Huacong Sun, Lei Liao, Hongbo Han, Wenxi Li, Wenlong Wang, Zhi Xu, Lei Liu, Xuedo (…)2026-03-03
🔬 mesoscale physics

Sliding Ferroelectricity Induced and Switched Altermagnetism in GaSe-VPSe3-GaSe Sandwiched Heterostructure with Strong Magnetoelectric Effect

This study proposes a GaSe-VPSe3-GaSe sandwiched heterostructure where sliding ferroelectricity induces and switches altermagnetism through interfacial covalent bonding, enabling a low-energy barrier magnetoelectric transition between altermagnetic and antiferromagnetic states for advanced spintronic applications.

Pengqiang Dong, Hanbo Sun, Chao Wu, Ping Li2026-03-03
🔬 materials science

Deformation mechanisms and compressive response of NbTaTiZr alloy via machine learning potentials

This study employs machine learning potentials and molecular dynamics simulations to elucidate the deformation mechanisms and compressive response of NbTaTiZr refractory multi-principal element alloys, revealing significant anisotropy in yield strength and twinning behavior across crystal orientations, a strain-rate-dependent transition from dislocation slip to structural disordering, and the compositional influence of Nb/Ta versus Ti/Zr on mechanical performance.

Hongyang Liu, Bo Chen, Rong Chen, Dongdong Kang, Jiayu Dai2026-03-03
🔬 mesoscale physics

Valleytronics in 2D Materials Roadmap

This Roadmap synthesizes perspectives from leading experts to chart the current progress, critical challenges, and future pathways for 2D material valleytronics, covering established phenomena like valley excitons and Hall effects while exploring emerging frontiers such as lightwave control and spin-valley qubits.

Kyle L. Seyler, Giancarlo Soavi, Bent Weber, Sunit Das, Amit Agarwal, Ioannis Paradisanos, Mikhail M. Glazov, Oleg Dogad (…)2026-03-03
🔬 optics

Plasmonic- and Electronic-Enhancement-Free Coherent Raman Detection of à ngström-Scale Molecular Layers at Metal Interfaces

This paper introduces a time-frequency hybrid coherent Raman spectroscopy technique that overcomes the challenge of metal non-resonant background interference through pulse engineering, enabling sensitive, label-free detection of Ångström-scale molecular layers on flat metal surfaces without relying on plasmonic or electronic enhancement.

Toshiki Sugimoto, Tomoaki Ichii, Tsuneto Kanai, Ryu Yoshizawa, Shota Takahashi, Atsunori Sakurai, Keisuke Seto, Jin Chen (…)2026-03-03
🔬 materials science

Pressure-induced lattice instabilities and phonon softening in the orthorhombically distorted ferrimagnet Ni4Nb2O9

This study utilizes NMR, Raman spectroscopy, and synchrotron XRD to demonstrate that the orthorhombically distorted ferrimagnet Ni4Nb2O9, despite sharing a local structural environment with its trigonal analogue Mn4Nb2O9, exhibits distinct average symmetry and undergoes pressure-induced lattice instabilities and phonon softening that drive a sequence of isostructural transitions culminating in a symmetry-lowering transformation to a monoclinic phase around 13 GPa.

Rajesh Jana, Xinyu Wang, Takeshi Nakagawa, Hirofumi Ishii, Alka Garg, Rekha Rao, Thomas Meier2026-03-03
🔬 materials science

Probing Materials Knowledge in LLMs: From Latent Embeddings to Reliable Predictions

This study evaluates 25 large language models on materials science tasks, revealing that while fine-tuning enhances symbolic consistency, numerical predictions remain unreliable due to inference variability and an "LLM head bottleneck" that favors embedding extraction over text output, alongside significant performance fluctuations in GPT models over time that challenge scientific reproducibility.

Vineeth Venugopal, Soroush Mahjoubi, Elsa Olivetti2026-03-03
🔬 mesoscale physics

Anisotropic two-dimensional magnetoexciton with exact center-of-mass separation

This paper presents an exact analytical framework for separating center-of-mass and relative motions in anisotropic two-dimensional magnetoexcitons, revealing new anisotropy-dependent couplings and providing precise, non-perturbative solutions for magnetoexciton properties in materials like monolayer black phosphorus and titanium trisulfide without relying on stationary-center-of-mass approximations.

Dang-Khoa D. Le, Hoang-Viet Le, Dai-Nam Le, Duy-Anh P. Nguyen, Thanh-Son Nguyen, Ngoc-Tram D. Hoang, Van-Hoang Le2026-03-03