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

Geometric and Topological Deep Learning for Predicting Thermo-mechanical Performance in Cold Spray Deposition Process Modeling

This study develops and evaluates a geometric deep learning framework using graph neural networks to accurately predict thermo-mechanical responses in cold spray deposition, demonstrating that spatial graph-based aggregation significantly outperforms traditional and topological methods in modeling the process's highly non-linear behavior.

Akshansh Mishra2026-03-17
🔬 materials science

Atomistic modeling of the hygromechanical properties of amorphous Polyamide 6,6

This study employs atomistic molecular dynamics simulations to reveal how water content nonmonotonically influences the glass transition temperature and mechanical properties of amorphous Polyamide 6,6 by initially restricting chain mobility at low concentrations and subsequently disrupting hydrogen bond networks at higher levels, thereby validating the temperature-humidity equivalence through density variations.

Karim Gadelrab, Armin Kech, Camilo Cruz2026-03-17
🔬 materials science

Synergistic doping and stabilization of magnetically tunable LnTi3_3(Sb,Sn)4_4 (Ln:Ce--Gd) kagome metals

This study demonstrates that synergistic (Sb,Sn) doping not only stabilizes the otherwise inaccessible LnTi3_3(Sb,Sn)4_4 kagome metal structure by optimizing electronic states but also enables precise tuning of magnetic ground states through Fermi level adjustment, offering a versatile pathway for developing tunable intermetallic materials.

Brenden R. Ortiz, Ramakanta Chapai, German Samolyuk, Milo Sprague, Arun K. Kumay, Hu Miao, Karolina Gornicka, Xiaoping W (…)2026-03-17
🔬 materials science

A phase field model with arbitrary misorientation dependence of grain boundary energy

This paper introduces a modified phase field model that overcomes the limitations of existing orientation-field approaches by incorporating non-local misorientation-dependent coefficients, thereby enabling the simulation of arbitrary grain boundary energy behaviors, including energy decreases with increasing misorientation and sharp cusps.

Philip Staublin (University of Michigan), Yuri Mishin (George Mason University), Peter W. Voorhees (California Institute (…)2026-03-17
🔬 materials science

Decoupling structural and bonding effects on ferroelectric switching in ScAlN via molecular dynamics under an applied electric field

Using machine-learning force field-based molecular dynamics simulations, this study decouples the structural and bonding effects in ScAlN to reveal that while remanent polarization is governed solely by the internal structural parameter, the coercive field is determined by a combination of structural changes and bond weakening, highlighting the necessity of dynamic simulations for understanding ferroelectric switching.

Ryotaro Sahashi, Po-Yen Chen, Teruyasu Mizoguchi2026-03-17
🔬 materials science

Synchrotron-radiation X-ray topography and reticulography of bulk β\beta-Ga2_2O3_3 crystals grown from a crucible-free melt

This study utilizes synchrotron radiation X-ray topography and reticulography to characterize the structural properties and defect distribution of bulk β\beta-Ga2_2O3_3 crystals grown via the oxide crystal growth from cold crucible method, revealing high crystalline quality near the seed, a twist-type lattice misorientation during diameter enlargement, and dominant ⟨010⟩\langle010\rangle-oriented screw dislocations with varying densities across the crystal.

Yongzhao Yao, Koki Mizuno, Kazuki Ohnishi, Yukari Ishikawa, Masanori Kitahara, Taketoshi Tomida, Rikito Murakami, Vladim (…)2026-03-17
🔬 materials science

Ductility and Brittle Fracture of Tungsten by Disconnection Pile-up on Twin Boundaries

This study utilizes cross-scale molecular dynamics simulations to reveal how disconnection pile-ups at twin boundaries in tungsten drive low-stress crack nucleation, thereby linking specific defect-level dynamics to macroscopic brittle fracture and offering pathways to lower the material's brittle-to-ductile transition temperature.

Omar Hussein, Nicolas Bertin, Jakub Veverka, Tomas Oppelstrup, Jaime Marian, Fadi Abdeljawad, Shen J. Dillon, Timofey Fr (…)2026-03-17
🔬 materials science

Scalar Spin Chiral Order via Bond Selectivity in Strained Collinear Ferrimagnets

This study demonstrates that isotropic strain can continuously induce and enhance scalar spin chiral order in the high-temperature collinear ferrimagnet Mn4N by selectively suppressing specific Mn-N orbital bonds, thereby transforming the magnetic ground state from collinear to noncoplanar without relying on external fields or chemical doping.

Xin Liu, Li Ma, Mingyue Zhao, Shun Niu, Yu Liu, Yang Li, Jiayao Zhu, Yiwen Zhang, Fengxian Ma, Dewei Zhao, Guoke Li, Con (…)2026-03-17