Successive single-q and double-q orders in an anisotropic XY model on the diamond structure: a model for quadrupole ordering in PrIr2_2Zn20_{20}

This study utilizes classical Monte Carlo simulations of an effective Γ3\Gamma_3 quadrupole model on a diamond lattice to demonstrate that the competition between magnetic fields and quadrupole anisotropy, mediated by a crucial symmetry-allowed biquadratic interaction, drives successive single-qq and double-qq ordering transitions that reproduce the experimentally observed weak-field topology in PrIr2_2Zn20_{20}.

Kaito Sasa, Kazumasa Hattori2026-03-06🔬 physics

Disorder effects in Ising metamagnetic phase transition

This study employs Monte Carlo simulations to investigate how nonmagnetic impurities and quenched random magnetic fields suppress the antiferromagnetic phase transition in Ising metamagnets, revealing distinct linear and nonlinear dependencies of the critical temperature on disorder concentration and field width, respectively, while confirming that the pure system's Néel temperature is recovered in the limit of vanishing disorder.

A. B. Acharyya, M. Acharyya2026-03-06🔬 physics

Extended dynamical density functional theory for nonisothermal binary systems including momentum density

This paper derives a new extended dynamical density functional theory (EDDFT) for nonisothermal binary systems by incorporating momentum and energy densities via the Mori-Zwanzig-Forster projection operator technique, thereby enabling the description of both diffusive and convective dynamics while yielding exact functionals for hard spheres and correctly predicting the speed of sound.

Michael te Vrugt, Hartmut Löwen, Helmut R. Brand + 1 more2026-03-06🔬 cond-mat.mes-hall

Machine Learning the Strong Disorder Renormalization Group Method for Disordered Quantum Spin Chains

This paper demonstrates that a graph neural network trained on the Strong Disorder Renormalization Group (SDRG) method can accurately infer the entanglement structure and pairing hierarchy of disordered long-range interacting quantum spin chains, achieving quantitative agreement with SDRG predictions across various interaction exponents and temperatures without retraining.

A. Ustyuzhanin, J. Vahedi, S. Kettemann2026-03-06⚛️ quant-ph

The bliss of dimensionality: how an unsupervised criterion identifies optimal low-resolution representations of high-dimensional datasets

This paper validates the Relevance-Resolution framework as a robust unsupervised method for identifying optimal low-resolution representations of high-dimensional data, demonstrating that its information-theoretic criteria consistently align with ground-truth Kullback-Leibler divergence minimization across diverse synthetic and physical datasets.

Margherita Mele, Daniel Campos Moreno, Raffaello Potestio2026-03-06🔬 physics

Dynamical quantum phase transitions through the lens of mode dynamics

This paper establishes that dynamical quantum phase transitions (DQPTs) in generic quadratic fermionic systems are fundamentally characterized by the restoration of spin-flip symmetry in specific zero-energy dynamical critical modes, providing a unified framework that explains the necessary but insufficient conditions for DQPTs and their relationship to ground-state quantum phase transitions.

Akash Mitra, Shashi C. L. Srivastava2026-03-06⚛️ quant-ph

Anomalous scaling of heterogeneous elastic lines: a new picture from sample to sample fluctuations

This paper investigates a discrete model of a heterogeneous elastic line with random springs, demonstrating that when the spring constant distribution follows a power law with exponent μ<1\mu < 1, the system exhibits anomalous scaling driven by sample-to-sample fluctuations and abrupt shape jumps, a finding that challenges previous theoretical predictions and is validated by numerical simulations.

Maximilien Bernard, Pierre Le Doussal, Alberto Rosso + 1 more2026-03-05🔬 physics