Explore the fascinating intersection where quantum materials meet the complexity of everyday environments in the Cond-Mat — Mes-Hall section. This field investigates how tiny particles behave when caught between the orderly world of single atoms and the chaotic nature of bulk matter, revealing the hidden rules that govern electricity, magnetism, and heat in novel substances.

Gist.Science brings these cutting-edge discoveries to you directly from arXiv, the leading repository for physics preprints. We process every new submission in this category as soon as it appears, offering both straightforward, plain-language explanations and deep technical summaries to help researchers and curious minds alike grasp the latest breakthroughs without getting lost in dense equations.

Below are the most recent papers in this dynamic area of condensed matter physics, ready for you to explore.

Topological phases of coupled Su-Schrieffer-Heeger wires

This paper identifies the topological phase diagrams of coupled Su-Schrieffer-Heeger wires, revealing that diagonally coupled systems support rich insulating phases with winding numbers up to the number of wires and flat bands, while perpendicularly coupled systems exhibit nontrivial topological phases only when an odd number of wires are involved, characterized by specific symmetry constraints and confined correlations.

Anas Abdelwahab2026-04-01🔬 cond-mat.mes-hall

Thermodynamic Constraints in Dynamic Random-Access Memory Cells: Experimental Verification of Energy Efficiency Limits in Information Erasure

This study experimentally demonstrates that silicon DRAM cells cannot achieve the Landauer limit for information erasure due to the thermodynamic constraint of being unable to prepare the initial state in thermal equilibrium, a finding that establishes tighter, practically relevant energy efficiency limits for electronic circuits.

Takase Shimizu, Kensaku Chida, Gento Yamahata, Katsuhiko Nishiguchi2026-04-01🔬 cond-mat.mes-hall

Thermodynamics of analogue black holes in a non-Hermitian tight-binding model

This paper proposes a non-Hermitian tight-binding model with gain/loss and non-reciprocal hopping that emulates black-hole physics by mapping a 1D lattice interface to a Schwarzschild metric, enabling the theoretical calculation of Hawking radiation, temperature, entropy, and mass, along with a proposed experimental realization for detecting these elusive features.

D. F. Munoz-Arboleda, M. Stålhammar, C. Morais Smith2026-04-01🔬 cond-mat.mes-hall

Data-Driven Estimation of the interfacial Dzyaloshinskii-Moriya Interaction with Machine Learning

This paper presents a robust convolutional neural network trained on realistic micromagnetic simulations that accurately and reliably estimates interfacial Dzyaloshinskii-Moriya interaction strength from magnetic bubble domain textures, offering a fast and quantitative alternative to inconsistent experimental methods.

Davi Rodrigues, Andrea Meo, Ali Hasan, Edoardo Piccolo, Adriano Di Pietro, Alessandro Magni, Marco Madami, Giovanni Finocchio, Mario Carpentieri, Michaela Kuepferling, Vito Puliafito2026-04-01🔬 cond-mat.mtrl-sci

A Unified Multiscale Auxiliary PINN Framework for Generalized Phonon Transport

This paper introduces MTNet, a unified multiscale auxiliary physics-informed neural network framework that overcomes the computational and numerical limitations of traditional solvers by recasting the generalized phonon radiative transfer equation into a fully differential system, thereby enabling high-fidelity simulation of ballistic-diffusive transport and the solution of geometric inverse problems in nanoscale thermal systems.

Roberto Riganti, Luca Dal Negro2026-04-01🔬 cond-mat.mes-hall