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

Machine-learning-identified two-dimensional van der Waals multiferroics for four-state nonvolatile memory

By combining machine learning screening with first-principles calculations, this study identifies the AuCrP2_2S6_6 monolayer as a promising 2D van der Waals multiferroic candidate that enables non-destructive four-state nonvolatile memory through the intrinsic coupling of its ferroelectric polarization and ferromagnetic order via the bulk photovoltaic effect.

Zhibin Tan, Tao Wang, Hao Jin2026-05-15
🔬 materials science

Shaping Maximally Localized Wannier Functions via Discrete Adiabatic Transport

This paper introduces a non-variational, deterministic algorithm for constructing Maximally Localized Wannier Functions by unifying gauge smoothing with the projected position operator eigenvalue problem through discrete adiabatic transport, thereby eliminating the need for iterative spread minimization while revealing the geometric origin of mesh-dependent spread scaling in systems like graphene.

Yuji Hamai, Katsunori Wakabayashi2026-05-15
🔬 materials science

Probing the Chirality of Trigonal Selenium and Tellurium by Spin and Orbital Hall Effects

Using first-principles calculations, this study demonstrates that the spin and orbital Hall conductivities of left- and right-handed trigonal selenium and tellurium exhibit opposite signs due to mirror-symmetry-induced antisymmetry in their Berry curvature, thereby establishing a direct link between measurable transport signals and structural chirality.

Yuting Xiong, Yingjie Hu, Wei Ren, Heng Gao2026-05-15
🔬 materials science

Kinetic effects on the phase behavior and microstructural transitions of a thermoresponsive polymer solution

This study investigates the kinetic effects of thermal stimuli on Pluronic F127 solutions, revealing that heating and cooling rates significantly influence micellization temperatures and induce a novel, transient multi-step phase transition pathway characterized by metastable states and evolving microstructural order, which is successfully captured by a comprehensive mathematical model and phase diagram.

Pritha Acharya, Riya Karmakar, Khushboo Suman2026-05-15
🔬 materials science

Agentic Design of Compositional Descriptors via Autoresearch for Materials Science Applications

This paper introduces Automat, an autoresearch framework where an AI agent autonomously designs and iteratively refines chemically interpretable composition-based descriptors for materials property prediction, successfully outperforming established baselines in predicting band gaps and Curie temperatures while highlighting current limitations in search strategies and complexity control.

Matteo Cobelli, Stefano Sanvito2026-05-15
🔬 mesoscale physics

Compositional and Magnetic Characterisation of Oblique Co and Fe Nanowire Structures Fabricated Using Focused Electron Beam Induced Deposition

This study demonstrates that focused electron beam induced deposition (FEBID) of cobalt and iron nanowires results in reduced metal content and magnetic induction at oblique growth angles due to non-uniform growth dynamics, but these variations can be mitigated by optimizing beam parameters such as using low voltage and high current to fabricate structures with consistent composition across angles from 0° to 60°.

Aurys Silinga, Keir Edgar, Stephen McVitie, Kayla Fallon, András Kovács, Rafal E. Dunin-Borkowski, Trevor P. Almeida2026-05-15
🔬 materials science

Melting Behavior and Phase Stability of CaO from Neural Network Potentials: a Molecular Dynamics Study

This study employs a machine learning interatomic potential to perform large-scale molecular dynamics simulations that determine the melting temperature, enthalpy of fusion, and high-pressure melting curve of calcium oxide, revealing a pressure-dependent overheating ratio and establishing MLIPs as a robust framework for investigating ionic oxide phase stability.

Francesca Menescardi, Stefano de Gironcoli2026-05-15
🔬 materials science

Atomically resolved intrinsic superconducting gap in (La,Pr)3Ni2O7 films

Using atomic-resolution scanning tunneling microscopy and spectroscopy on cryogenically transferred (La,Pr)₃Ni₂O₇ films, this study reveals an intrinsic nodeless superconducting gap with two distinct energy scales, distinguishing it from V-shaped spectra caused by oxygen loss and providing key insights into the pairing symmetry of bilayer nickelates.

Xinxin Wang, Yaqi Chen, Cui Ding, Lizhi Xu, Jian-Jian Miao, Guangdi Zhou, Zhuoyu Chen, Yu-Jie Sun, Jin-Feng Jia, Qi-Kun (…)2026-05-15