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.

🔬 condensed matter

Spectral signatures of spin textures and the emergence of a pseudogap

This paper demonstrates that the pseudogap phenomenology in doped antiferromagnets, including Fermi arcs and the nodal-antinodal dichotomy, can emerge from mean-field solutions of the 2D Hubbard model where real-space antiphase antiferromagnetic domains interact with metallic interfaces, offering a conceptually simple description of strong correlation effects without requiring nonperturbative methods.

Matteo Quinzi, Andrea Pintus, Tommaso Chiarotti, Massimo Capone, Nicola Marzari2026-10-15
🔬 materials science

A Topological\-Geometrical Descriptor (TGD) for Scalable and Interpretable Modeling of Two\-Dimensional Carbon Networks

This paper introduces a compact, physically interpretable Topological-Geometrical Descriptor (TGD) that effectively models the relative energies of two-dimensional carbon networks and vacancy-defected graphene, outperforming larger feature sets while maintaining direct structural interpretability.

Rômulo Uriel Liberal de Oliveira, Raphael Matozo Tromer2026-10-15
🔬 mesoscale physics

Landau quantization of C3C_3 high-fold fermions in honeycomb lattices

This paper develops a theoretical framework for the Landau levels of C3C_3 high-fold fermions in honeycomb lattices by combining tight-binding and k⋅pk\cdot p methods to demonstrate that their quantization uniquely merges Dirac-type behavior from linear band crossings with anomalous quantization arising from the quantum geometry of singular flat bands.

Luisa Madail, Joaquín Fernández-Rossier2026-10-15
🔬 materials science

Identification of carbon-related color centers in hBN by high-resolution ab initio photoluminescence modeling

This paper demonstrates that extending force-constant embedding methodology to calculate high-resolution, vibrationally resolved photoluminescence lineshapes in hexagonal boron nitride successfully identifies the neutral carbon trimer (C2CN\mathrm{C_2 C_N}) as the source of the 1.54 eV emission, overcoming the limitations of traditional supercell calculations in distinguishing between similar defect candidates.

Vytautas Žalandauskas, Marek Maciaszek, Marianne Etzelmüller Bathen, Julius Janušonis, Tadas Paulauskas, Lukas Razinkova (…)2026-10-15
🔬 materials science

A practical route to amorphous solid-state electrolyte structures by hybrid reverse Monte Carlo with foundation potentials

This study demonstrates that a hybrid approach combining melt-quench molecular dynamics with foundation potentials and reverse Monte Carlo refinement against neutron pair distribution data yields superior amorphous solid-state electrolyte structures that simultaneously preserve local coordination chemistry and medium-range order, overcoming the limitations of using either method alone.

Xintian Wang, Xinyu Zhang, Denys Butenko, Bolong Hong, Jinlong Zhu, Peichen Zhong2026-10-15
🔬 materials science

Nonadiabatic polaron dynamics from machine-learned hopping trajectories

This paper introduces a machine-learning-enhanced nonadiabatic molecular dynamics framework to simulate small polaron hopping in TiO2_2 and MgO, providing the first direct dynamical confirmation of adiabatic versus nonadiabatic regimes and revealing how material-specific hopping mechanisms govern excited-state relaxation and charge-carrier lifetimes.

Daniela Mangano (University of Vienna, Faculty of Physics and Center for Computational Materials Science, Vienna, Austri (…)2026-10-15
🔬 materials science

Atomic ironing for conformal interfaces in freestanding oxide nanomembranes

This paper demonstrates that post-transfer thermal treatments, termed "atomic ironing," effectively suppress structural disorders in freestanding oxide nanomembranes to restore bulk-like crystallinity and enable the formation of atomically well-defined conformal interfaces in twisted heterostructures.

Jeongkeun Song, Keaghan Knight, Keun-Yeol Park, Young-Hoon Kim, Tyler J. Sachs, Hu Miao, Jiaqiang Yan, Celesta S. Chang (…)2026-10-15
🔬 materials science

Engineering Correlated Transparent Conductors via Metal-Insulator Transition Proximity

This paper establishes proximity to a metal-insulator transition as a general design strategy for engineering correlated-oxide transparent conductors, demonstrating that tuning electronic filling in epitaxial Ti-substituted SrVO3SrVO_3 films optimizes the trade-off between optical transparency and electrical conductivity by balancing broadened optical windows with disorder-assisted spectral weight redistribution near the transition.

Amit Cohen, Nofar Tuval, Maria Baskin, Tien-Lin Lee, Tom Tiwald, Scott A. Chambers, Sophie D. Beck, Lior Kornblum2026-10-15