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

PolyGraphPy: A unified Python framework for atomistic simulation and machine learning-driven polymer design

PolyGraphPy is an open-source Python framework that integrates atomistic simulations with machine learning, including Bayesian Graph Neural Networks and generative models, to automate data generation, predict polymer properties with uncertainty quantification, and enable the de novo design of targeted polymer molecules.

João G. C. S. Duarte, Shruti Venkatram, Morgan Cencer, Traian Dumitric\va, Ketson R. M. dos Santos2026-06-05
🔬 materials science

Low-loss Nb on Si superconducting resonators from a dual-use spintronics deposition chamber and with acid-free post-processing

This paper demonstrates that high-quality, low-loss niobium superconducting resonators can be fabricated in a dual-use chamber shared with magnetic materials by employing an acid-free resist strip process that achieves internal quality factors near one million, thereby enabling the integration of superconducting and magnetic systems without compromising device performance.

Maciej W. Olszewski, Jadrien T. Paustian, Tathagata Banerjee, Haoran Lu, Jorge L. Ramirez, Nhi Nguyen, Kiichi Okubo, Roh (…)2026-06-04
🔬 materials science

From Symmetry to Stability: Structural and Electronic Transformation in Cs2_2KInI6_6

This study employs a synergistic approach combining genetic algorithms, machine-learned potentials, and first-principles calculations to reveal that the lead-free double perovskite Cs2_2KInI6_6 lacks a stable cubic phase, instead identifying lower-symmetry structures that trade structural stability for widened, indirect band gaps.

Mohammad Bakhsh, Victor Trinquet, Rogério Almeida Gouvêa, Gian-Marco Rignanese, Samuel Poncé2026-06-04
🔬 applied physics

Round-Robin Test of a Light-Emitting Electrochemical Cell: Establishing a Reference Protocol for Quality Research

This paper establishes and validates a comprehensive reference protocol for fabricating and testing light-emitting electrochemical cells (LECs) through a nine-group international round-robin study, aiming to ensure reproducible performance, identify common pitfalls, and guide future research in the field.

Anton Kirch, Kumar Saumya, Joan Ràfols-Ribé, Shi Tang, Christian Larsen, Ajay Kumar Poonia, Nicolò Maccaferri, Chang-Ki (…)2026-06-04
🔬 condensed matter

Controlled Chemical Signaling between Enzymatic Nanomotors

This study demonstrates controlled chemical signaling between two distinct populations of enzymatic nanomotors, where a glucose-responsive swarm generates a hydrogen peroxide gradient that guides the migration of a secondary catalase-powered swarm, thereby achieving programmable collective behavior through non-reciprocal phoretic interactions.

Shuqin Chen, Giorgio Lovato, Oriol Jutglar Soler, Daniel Sánchez-deAlcázar, Ramin Golestanian, Samuel Sánchez2026-06-04