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.

Engineering Wake-Up-Free Ferroelectric Capacitors with Enhanced High-Temperature Reliability

This study demonstrates that plasma-enhanced atomic layer deposition of hafnium-zirconium oxide on tungsten bottom electrodes uniquely enables wake-up-free, high-temperature reliable ferroelectric capacitors by leveraging an oxidized tungsten interfacial layer, whereas similar improvements are not achieved on titanium nitride electrodes.

Nashrah Afroze, Salma Soliman, Yu-Hsin Kuo, Sanghyun Kang, Mengkun Tian, Priyankka Ravikumar, Andrea Padovani, Asif Khan2026-04-23🔬 cond-mat.mtrl-sci

Supercell formation in epitaxial rare-earth ditelluride thin films

This study reports the successful epitaxial growth of Te-deficient DyTe2δ_{2-\delta} thin films on MgO (001), where Te vacancies induce a superlattice structure driven by Fermi surface nesting that opens a band gap, establishing a platform for strain-tuning the electronic phases of square-net tellurides.

Adrian Llanos, Salva Salmani-Rezaie, Jinwoong Kim, Nicholas Kioussis, David A. Muller, Joseph Falson2026-04-22🔬 cond-mat.mtrl-sci

Understanding the anomalous thermoelectric behaviour of Fe-V-W-Al based thin films

Fe-V-W-Al thin films deposited at higher base pressures on n-Si substrates exhibit an anomalous amorphous structure that yields exceptionally high thermoelectric performance, including a Seebeck coefficient of ~1098 μV/K and a figure of merit of ~3.9 near 320 K, significantly surpassing previously reported values for thin films.

Kavita Yadav, Yuya Tanaka, Kotaro Hirose, Masahiro Adachi, Masaharu Matsunami, Tsunehiro Takeuchi2026-04-22🔬 cond-mat.mtrl-sci

Regression with Large Language Models for Materials and Molecular Property Prediction

This paper demonstrates that fine-tuned LLaMA 3 models, using only composition-based input strings, can effectively predict molecular and material properties with accuracy rivaling standard machine learning models on the QM9 dataset and outperforming GPT-3.5 and GPT-4o, thereby showcasing the potential of large language models to transcend their traditional applications and tackle complex physical phenomena in materials science.

Ryan Jacobs, Maciej P. Polak, Lane E. Schultz, Hamed Mahdavi, Vasant Honavar, Dane Morgan2026-04-22🔬 cond-mat.mtrl-sci

Bulk superconductivity up to 96 K in pressurized nickelate single crystals

This study reports the synthesis of high-quality, ambient-pressure flux-grown bilayer nickelate single crystals that exhibit bulk superconductivity with a transition temperature reaching up to 96 K under high pressure, establishing a correlation between in-plane lattice distortion and enhanced superconductivity.

Feiyu Li, Zhenfang Xing, Di Peng, Jie Dou, Ning Guo, Liang Ma, Yulin Zhang, Lingzhen Wang, Jun Luo, Jie Yang, Jian Zhang, Tieyan Chang, Yu-Sheng Chen, Weizhao Cai, Jinguang Cheng, Yuzhu Wang, Yuxin Li (…)2026-04-22🔬 cond-mat.mtrl-sci

Influence of Chemistry and Topography on the Wettability of Copper

This study demonstrates that the long-term wetting behavior of copper is primarily governed by adsorbed hydrocarbon layers rather than oxide states, while its static contact angle, anisotropy, and adhesion can be precisely engineered through tailored laser-induced topography that controls air inclusion and surface roughness.

Sarah Marie Lößlein (IJL), Rolf Merz (IJL), Yerila Rodríguez-Martínez (IJL), Florian Schäfer (IJL), Philipp Grützmacher (IJL), David Horwat (IJL), Michael Kopnarski, Frank Mücklich2026-04-22🔬 cond-mat.mtrl-sci

Classical symmetry enriched topological orders and distinct monopole charges for dipole-octupole spin ices

This paper proposes that the magnetic monopoles in dipolar and octupolar spin ices can be distinguished by their finite versus zero magnetic charges in the classical regime due to long-range dipole-dipole interactions, offering a potential resolution to the nature of Ce2_2Sn2_2O7_7 and guiding future research on various symmetry-enriched topological phases.

Pengwei Zhao, Gang v. Chen2026-04-22🔬 cond-mat.mtrl-sci