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.

A Lightweight Universal Machine-Learning Interatomic Potential via Knowledge Distillation for Scalable Atomistic Simulations

This paper introduces SevenNet-Nano, a lightweight universal machine-learning interatomic potential that leverages knowledge distillation from a large foundation model to achieve high accuracy and transferability while significantly reducing computational costs for large-scale atomistic simulations.

Sangmin Oh, Jinmu You, Jaesun Kim, Jiho Lee, Hyungmin An, Seungwu Han, Youngho Kang2026-04-14🔬 cond-mat.mtrl-sci

A first-principles study of bcc chromium beyond the generalized gradient approximation (GGA)

This study demonstrates that while conventional GGA fails to predict the spin-density wave ground state of bcc chromium, various meta-GGA functionals exacerbate the issue by overestimating magnetic moments and destabilizing the SDW state, with the TPSS functional providing the most accurate description among those tested and highlighting the need for advanced non-local or hybrid functionals.

Alma Partos (Institute of Physics, Nicolaus Copernicus University, Torun, Poland), Igor Di Marco (Institute of Physics, Nicolaus Copernicus University, Torun, Poland, Department of Physics and Astrono (…)2026-04-14🔬 cond-mat.mtrl-sci

opt-DDAP: Optimisable density-derived atomic point charges via automatic differentiation

This paper introduces opt-DDAP, a reformulated density-derived atomic point charge method that leverages automatic differentiation to optimize Gaussian basis parameters and reciprocal-space cutoffs, thereby overcoming the numerical instability and reliance on fixed heuristics of the original approach to produce robust charges for long-range electrostatic modeling.

Mohith H., Sudarshan Vijay2026-04-14🔬 cond-mat.mtrl-sci

Microscopic mechanism for resonant light-enhanced pair correlations in K3_3C60_{60}

This paper establishes a purely electronic mechanism for the resonant light-enhanced pair correlations observed in K3_3C60_{60}, demonstrating through advanced numerical simulations that a symmetry-constrained two-photon pathway drives the system into a superconducting-like state, thereby confirming that the experimental 10 THz resonance stems from coherent pair formation rather than improved metallicity.

Juan I. Aranzadi, Joseph Tindall, Paul Fadler, Michael A. Sentef2026-04-14🔬 physics.optics

Effect of Indium doping on structural and thermoelec-tric properties of SnTe

This study demonstrates that synthesizing Sn1-xInxTe via solid-state reaction and employing Rietveld refinement and Williamson-Hall analysis reveals that In doping substitutes Sn and introduces minor embedded phases, with the Sn0.96In0.04Te composition achieving the optimal balance of maximum host phase purity and highest thermoelectric power factor.

Diptasikha Das, A. Jana, S. Mahakal, Pallabi Sardar, J. Seal, Shamima Hussain, Kartick Malik2026-04-14🔬 cond-mat.mtrl-sci

GPU acceleration of plane-wave density functional theory calculations in Abinit

This paper presents the GPU acceleration of the Abinit code for plane-wave DFT calculations, detailing the algorithmic revisions and vendor library integrations required for multi-GPU scalability while comparing the performance of Locally Optimal Block Preconditioned Conjugate Gradient and Chebyshev polynomial filtering diagonalization methods on heterogeneous CPU-GPU architectures.

Ioanna-Maria Lygatsika, Marc Sarraute, Lucas Baguet, Pierre Kestener, Marc Torrent2026-04-14🔬 cond-mat.mtrl-sci

Band Tail State Broadening in IGZO TFTs After pBTI-Induced Negative VT Shift Revealed via DC and 1/f Noise Measurements

This study reveals that positive bias and high-temperature stress in amorphous IGZO TFTs induce a reversible negative threshold voltage shift caused by the broadening of conduction band tail states and increased hydrogen doping, rather than the generation of new dielectric traps.

R. Asanovski, P. Rinaudo, A. Chasin, Y. Zhao, H. F. W. Dekkers, M. J. van Setten, D. Matsubayashi, N. Rassoul, A. Belmonte, G. S. Kar, B. Kaczer, J. Franco2026-04-14🔬 cond-mat.mtrl-sci

Ladder-like Structural Architecture of Layered Magnetic A2.4A_{2.4}Cr8_8Te14_{14} (AA = Rb, Cs) Compounds by Self-flux Synthesis

Through self-flux synthesis, researchers discovered a new family of ladder-like alkali chromium tellurides (A2.4A_{2.4}Cr8_8Te14_{14}, where AA = Rb, Cs) that feature a unique hybrid crystal framework and exhibit distinct antiferromagnetic and ferrimagnetic ground states, demonstrating the effectiveness of flux growth for designing complex low-dimensional magnetic materials.

Kai D. Röseler, Felix Eder, Fabian O. von Rohr2026-04-14🔬 cond-mat.mtrl-sci

High-Pressure Structural Evolution of Na2ZrSi2O7 and Na2ZrSi2O7.H2O: Topology-Driven Compression Behaviors, Phase Stability, and Electronic Transitions

This study demonstrates that hydration-induced topological differences in secondary building units dictate the distinct high-pressure behaviors of Na2ZrSi2O7 and its hydrated analogue, where the anhydrous phase undergoes a phase transition and electronic gap shift via octahedral distortion, while the hydrated phase remains stable and retains a direct band gap through group tilting.

Peijie Zhang, Pablo Botella, Neha Bura, Xiao Dong, Catalin Popescu, Yellampalli Raghavendra, Rakesh Shukla, Srungarpu Nagabhusan Achary, Daniel Errandonea2026-04-14🔬 cond-mat.mtrl-sci

Density Functional Theory Study of Lanthanide Monoxides under High Pressure: Pressure-Induced B1-B2 Transition

This study employs density functional theory, specifically the general gradient approximation (GGA), to demonstrate that all fifteen lanthanide monoxides (from La to Lu) are thermodynamically stable in the B1 (NaCl-type) structure at ambient pressure and undergo a pressure-induced phase transition to the B2 (CsCl-type) structure at elevated pressures.

Sergio Ferrari, Daniel Errandonea2026-04-14🔬 cond-mat.mtrl-sci