Statistical Mechanics · Cross-listed from cs.CL
A Zipf-preserving, long-range correlated surrogate for written language and other symbolic sequences
Marcelo A. Montemurro and Mirko Degli Esposti
Symbolic sequences such as written
language and genomic DNA display characteristic frequency distributions and long-range correlations extending over many symbols. In
language, this takes the form of Zipf's law for word frequencies together with persistent correlations spanning hundreds or thousands of
tokens, while in DNA it is reflected in nucleotide composition and long-
memory walks under purine-pyrimidine mappings. Existing surrogate models usually preserve either the frequency distribution or the correlation properties, but not both simultaneously. We introduce a surrogate model that retains both constraints: it preserves the empirical symbol frequencies of the original sequence and reproduces its long-range correlation structure, quantified by the detrended fluctuation analysis (DFA) exponent. Our method generates surrogates of symbolic sequences by mapping fractional Gaussian noise (FGN) onto the empirical histogram through a frequency-preserving assignment. The resulting surrogates match the original in first-order statistics and long-range scaling while randomising short-range dependencies. We validate the model on representative texts in English and Latin, and illustrate its broader applicability with genomic DNA, showing that base composition and DFA scaling are reproduced. This approach provides a principled tool for disentangling structural features of symbolic systems and for testing hypotheses on the origin of scaling laws and
memory effects across
language, DNA, and other symbolic domains.
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Materials Science
Impact of crystallinity on the circular and linear dichroism signals in chiral perovskite
Reshna Shrestha and Wanyi Nie
Chiral perovskites owing to their broken mirror
symmetry exhibit selective absorption of circularly polarized light manifesting a strong circular dichroism (CD). CD spectroscopy has been a key technique to understand
chiral perovskites and how these
semiconductors achieve chirality at the molecular level. However, there is a debate on whether the observed CD is intrinsic to the
chiral crystal structures or is modulated by extrinsic phenomena particularly linear dichroism (LD) and linear birefringence (LB) effects. This work investigates the chiroptical properties of $(R-/S-\text{MBA})_2\mathrm{CuCl}_4$ (MBA = Methylbenzyl ammonium) series by thoroughly studying the contribution from LD and LB to the observed CD signals. The comparison of highly oriented and randomly oriented films exhibits notable LD and LB contributions to the observed CD, which are caused by orientation-dependent electric-field interactions and local anisotropy. Both randomly and highly oriented films exhibit distinct CD responses, with LD–LB effects largely dominating the CD in highly oriented films. This has been revealed by the obvious shift in the observed CD signals to the below-absorption-edge ($\sim 430$ nm) regime and broadening of features. Our findings demonstrate that careful consideration of
crystal orientation and structural effects is necessary for appropriate interpretation of CD spectra in
chiral perovskite thin films.
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Disordered Systems and Neural Networks · Cross-listed from physics.chem-ph
Efficient, Equivariant Predictions of Distributed Charge Models
Eric D. Boittier and Markus Meuwly
A machine learning (ML) based equivariant neural network for constructing distributed charge models (DCMs) of arbitrary resolution, DCM-net, is presented. DCMs efficiently and accurately model the anisotropy of the molecular electrostatic potential (ESP) and go beyond the point charge representation used in conventional molecular mechanics (MM) energy functions. This is particularly relevant for capturing the conformational dependence of the ESP (internal polarization) and chemically relevant features such as lone pairs or {\sigma}-holes. Across conformational space, the learned charge positions from DCM-net are stable and continuous. Across the QM9 chemical space, two-charge-per-atom models achieve accuracies comparable to fitted atomic dipoles for previously unseen molecules (0.75 (kcal/mol)/e). Three- and four-charge-per-atom models reach accuracies competitive with atomistic multipole expansions up to quadrupole level (0.55 (kcal/mol)/e). Pronounced improvements of the ESP are found around O and F atoms, both of which are known to feature strongly anisotropic fields, and for aromatic systems. Across the QM9 reference data set, molecular dipole moments improve by 0.1 D compared with fitted monopoles. Transfer learning on dipeptides yields a 0.2 (kcal/mol)/e ESP improvement for unseen samples and a two-fold MAE reduction for molecular dipole moments versus fitted monopoles. Overall, DCM-net offers a fast and physically meaningful approach to generating distributed charge models for running pure ML or mixed ML/MM based molecular simulations. level (0.55 (kcal/mol)/e).
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Materials Science · Cross-listed from physics.comp-ph
Event-Chain Monte Carlo: The global-balance breakthrough
E.A.J.F. Peters
The seminal 2009 paper by Bernard, Krauth, and Wilson marked a paradigm shift in Monte Carlo sampling. By abandoning the restrictive condition of detailed balance in favor of the more fundamental principle of global balance, they introduced the Event-Chain Monte Carlo (ECMC)
algorithm, which achieves rejection-free, deterministic sampling for hard spheres. This breakthrough demonstrated that persistent, directional dynamics could dramatically accelerate equilibration in dense particle systems. In this commentary, we review this foundational work and elucidate its underlying mechanism using the broader Event-Driven Monte Carlo (EDMC) framework developed in subsequent years. We show how the original hard-sphere concept naturally generalizes to continuous potentials and modern lifted Markov chain formalisms, transforming a surprising specific result into a powerful general class of sampling
algorithms.
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Materials Science
Sensitivity of grain-averaged elastic strain and orientation predictions on the mesh density and boundary conditions in crystal plasticity finite element simulations
Jeremiah Lethoba, Romain Quey, Darren C. Pagan et al. (+1 more)
Combined high-energy X-ray diffraction microscopy (HEDM) and
crystal plasticity finite element (CPFE) modeling studies have emerged as a preferred paradigm to shed insight into the
evolution of elasticity and plasticity at the intragrain scale of polycrystals. In particular, far-field HEDM measures the deformation response of upwards of thousands of individual grains simultaneously in situ during mechanical loading, though measurements are primarily limited, however, to the average state of each grain – i.e., the grain's full strain tensor, crystallographic orientation, spatial location and volume. CPFE is utilized to shed information on the intragrain deformation response, via the sub-discretization of each grain into many finite elements, though the direct point of comparison to HEDM remains the grain-averaged response. We thus seek to find the minimum simulation conditions necessary to provide consistent grain-averaged predictions in an attempt to limit computational cost. In this study, we perform a suite of simulations and systematically study the effects of mesh density and boundary conditions, and consider different materials. We discuss these results and show that accurate prediction of grain-averaged elastic strains in a given region of interest typically requires a mesh with 250 elements per grain on average and a buffer layer of at least three grains between the region of interest and the control surfaces.
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All authors Jeremiah Lethoba, Romain Quey, Darren C. Pagan, Matthew Kasemer
Superconductivity · Cross-listed from cs.ET
Magnetic Field-Mediated Superconducting Logic
Alexander J. Edwards, Son T. Le, Nicholas W. G. Smith et al. (+7 more)
While
superconductors are highly attractive for energy-efficient computing, fundamental limitations in their logic
circuit integration have hindered scaling and led to increased energy consumption. We therefore propose and experimentally demonstrate a novel superconducting switching device utilizing the proximity magnetization from a
spin-orbit torque-switched magnet to control the resistivity of a
superconductor. We further propose a complete logic family comprised solely of these devices. This novel implementation has the potential to drastically outperform existing superconducting logic families in terms of energy efficiency and scalability.
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All authors Alexander J. Edwards, Son T. Le, Nicholas W. G. Smith, Ebenezer C. Usih, Austin Thomas, Christopher J. K. Richardson, Nicholas A. Blumenschein, Aubrey T. Hanbicki, Adam L. Friedman, Joseph S. Friedman
Mesoscale and Nanoscale Physics
Microscopic origin of Rashba coupling from first principles: Layer-resolved orbital asymmetry in transition metal dichalcogenides
Miguel Morales Cócera, Marta Prada, Franz Fischer et al. (+1 more)
Spin-orbit coupling in two-dimensional materials gives rise to a Rashba
spin splitting when inversion and mirror
symmetries are broken, yet its microscopic origin and quantitative characterization in transition metal dichalcogenides remains incomplete. Both
symmetries are broken in certain
bilayer structures, enabling Rashba splittings in the absence of external electric fields. We determine this zero-field offset and the Rashba parameters that dictate the
spin splitting in the linear regime. Surprisingly, the splitting is substantially smaller in
bilayers than in monolayers at typical fields. This is clarified within a perturbative microscopic model, revealing that the
spin splitting results from a competition between internal polarization and interlayer hybridization. We further introduce the orbital polarization imbalance as an order parameter that captures the asymmetry of the valence bands and determines the
spin ordering of the Rashba-split states. Our results are both quantitative and qualitative, as they clarify the nature and origin of Rashba coupling in transition metal dichalcogenides.
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All authors Miguel Morales Cócera, Marta Prada, Franz Fischer, Gabriel Bester
Materials Science · Cross-listed from physics.optics
High-resolution spectroscopy of Pr3+ions in YAl3(BO3)4:Pr3+. Crystal-field, hyperfine,and electron-deformation interactions
B. Z. Malkin, T. A. Igolkina, K. N. Boldyrev et al. (+3 more)
Optical transmission spectra of YAl3(BO3)4
crystals doped with the Pr3+ ions in concentrations 1 and 2.5 at. % were studied by high-resolution (up to 0.05 cm-1)
Fourier spectroscopy, including in
magnetic field parallel to the trigonal c axis of the
crystal. The g factors of several
crystal-field doublets of Pr3+ were determined. The
crystal-field calculations performed using the exchange-charge model and high-resolution spectroscopy data allowed us to obtain a physically reasonable set of
crystal-field parameters. The observed splitting of a number of doublets in zero
magnetic field is explained by the presence of random
lattice deformations. Simulation of the profiles of observed deformational doublets was carried out taking into account both hyperfine and electron-deformation interactions. The width of the distribution function of random strains was estimated. The main sources of random strains in YAl3(BO3)4:Pr3+
crystals are discussed.
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All authors B. Z. Malkin, T. A. Igolkina, K. N. Boldyrev, A. Baraldi, E. P. Chukalina, M. N. Popova
Strongly Correlated Electrons
Non-reciprocal spin excitations across the skyrmion-paramagnetic phase transition in MnSi
Tobias Weber, Karin Schmalzl, Johannes Waizner et al. (+3 more)
The
magnetic excitations of the skyrmion
lattice in MnSi comprise a multitude of individual modes, which are non-reciprocal and thereby propagate unidirectionally. We report inelastic
neutron scattering experiments for temperatures near and above the skyrmion-paramagnetic phase transition in the
chiral magnet MnSi tracking the
evolution from the skyrmion
lattice towards the high-temperature paramagnetic state. Within the resolution of the triple-axis measurements the excitations vary smoothly across the skyrmion-paramagnetic boundary, and, the quasi-elastic paramagnetic signal under applied field retains the non-reciprocal character seen in the skyrmion phase even far above the critical temperature. Using a resolution-convolution our results are consistent with linear
spin-wave theory.
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All authors Tobias Weber, Karin Schmalzl, Johannes Waizner, Andreas Bauer, Markus Garst, Christian Pfleiderer
Mesoscale and Nanoscale Physics
Revealing quantum geometry of solids through vacuum fluctuations
Yugo Onishi and Liang Fu
We show that
quantum fluctuations of electromagnetic fields induce an extensive zero-point energy in
insulators. The zero-point energy density is proportional to the
quantum fluctuation of electric polarization in the many-body ground state, a fundamental
quantum geometric property of solids known as the
quantum weight. For fields produced by a superconducting LC
circuit, the zero-point energy results in a repulsive force between the
circuit and the material and an attractive force on the capacitor plates, which we call
quantum geometric force. The force on the capacitor plates is proportional to the
quantum weight, inversely proportional to the plate area, and independent of the plate distance. The proposed effects provide direct experimental access to the many-body
quantum geometry and reveal a new
quantum geometric effect in macroscopic solids induced by
vacuum fluctuation.
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Strongly Correlated Electrons · Cross-listed from quant-ph
Beyond Wigner: Non-Invertible Symmetries Preserve Probabilities
Thomas Bartsch, Yuhan Gai and Sakura Schafer-Nameki
In recent years, the traditional notion of
symmetry in
quantum theory was expanded to so-called generalised or categorical
symmetries, which, unlike ordinary group
symmetries, may be non-invertible. This appears to be at odds with Wigner's
theorem, which requires
quantum symmetries to be implemented by (anti)
unitary – and hence invertible – operators in order to preserve probabilities. We resolve this puzzle for (higher) fusion category
symmetries $\mathcal{C}$ by proposing that, instead of acting by
unitary operators on a fixed
Hilbert space,
symmetry defects in $\mathcal{C}$ act as isometries between distinct
Hilbert spaces constructed from twisted sectors. As a result, we find that non-invertible
symmetries naturally act as trace-preserving
quantum channels. Crucially, our construction relies on the
symmetry category $\mathcal{C}$ being
unitary. We illustrate our proposal through several examples that include Tambara-Yamagami, Fibonacci, and Yang-Lee as well as higher categorical
symmetries.
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Strongly Correlated Electrons
Charge-$4e$ superconductor with parafermionic vortices: A path to universal topological quantum computation
Zhengyan Darius Shi, Zhaoyu Han, Srinivas Raghu et al. (+1 more)
Topological
superconductors (TSCs) provide a promising route to fault-tolerant
quantum information processing. However, the canonical Majorana platform based on $2e$ TSCs remains computationally constrained. In this work, we find a $4e$ TSC that overcomes these constraints by combining a charge-$4e$ condensate with an Abelian
chiral $\mathbb{Z}_3$ topological order in an intertwined fashion. Remarkably, this $4e$ TSC can be obtained by proliferating
vortex-antivortex pairs in a stack of two $2e$ $p+ip$ TSCs, or by melting a $\nu=2/3$
quantum Hall state. Specific to this TSC, the $hc/(4e)$ fluxes act as charge-conjugation defects in the topological order, whose braiding with anyons transmutes anyons into their antiparticles. This
symmetry enrichment leads to $\mathbb{Z}_3$ parafermion zero modes trapped in the elementary
vortex cores, which naturally encode qutrits. Braiding the parafermion defects alone generates the full many-qutrit Clifford group. We further show that a single-probe interferometric measurement enables topologically protected magic-state preparation, promoting Clifford operations to a universal gate set. Because the non-Abelian modes are bound to flux defects, they can, in principle, be externally controlled using superconducting
circuit-based technology. More broadly, our results highlight hierarchical electron aggregation, the formation and condensation of higher-charge electron clusters, as a design principle for topological
quantum matter with increased computational capability.
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All authors Zhengyan Darius Shi, Zhaoyu Han, Srinivas Raghu, Ashvin Vishwanath
Soft Condensed Matter · Cross-listed from physics.flu-dyn
Non-reciprocal Binary-fluid Turbulence
Biswajit Maji, Nadia Bihari Padhan, Axel Voigt et al. (+1 more)
Although effective non-reciprocal interactions have been investigated in a variety of fields, their consequences have not been explored in hydrodynamical
turbulence. We initiate such an exploration by introducing non-reciprocal binary-fluid tubulence and uncover its properties by developing a two-dimensional (2D) Non-Reciprocal Cahn-Hilliard-Navier-Stokes (NRCHNS) model. We show that, as we increase the strength of the non-reciprocal terms, this model displays a hitherto unanticipated type of
turbulence, with an inverse cascade of energy and an energy spectrum $E(k)\sim k^{-5/3}$, reminiscent of the well-known inverse cascade in forced, 2D fluid
turbulence, but distinct from it, in so far as it develops a non-reciprocal flux $\mathbf J$. We demonstrate how NRCHNS
turbulence suppresses $J(t) = |\mathbf J|$, as the Reynolds number increases. We compare and contrast 2D NRCHNS
turbulence with its fluid-
turbulence counterpart by examining spectra, fluxes, spectral balances, flow
topologies, and signatures of multifractality.
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All authors Biswajit Maji, Nadia Bihari Padhan, Axel Voigt, Rahul Pandit
Other Condensed Matter · Cross-listed from quant-ph
Causally constrained quantum operator dynamics
Marcell D. Kovács, Christopher J. Turner and Lluís Masanes
Finding analytically tractable model systems for
quantum ergodicity breaking in interacting systems remains a theoretical challenge. This paper presents an algebraic theory of robust ergodicity breaking in time-periodic
unitary circuits under local causal constraints. Our model is based on constructing tripartite
unitaries (we dub 'walls') that permanently arrest local operator spreading. We show that the structure of the resulting causally independent subsystems can be understood rigorously through the invariance of embedded operator
algebras (i.e. super-operator
symmetries). This formalism gives a natural identification of local conserved quantities and permits the generalisation to time-dependent dynamics. Using representation theory, the general form of
unitaries exhibiting causal decoupling is derived from the
automorphism group of the embedded
algebra with links to
quantum error-correcting codes. From the point of view of operator spreading, our theory is a minimal model for non-ergodic
quantum-
circuit dynamics, and we explore its effects on probes of many-body
quantum chaos. We prove an
entanglement area law due to causal constraints and discuss its stability against local measurements. In a random
unitary ensemble with causally independent subsystems, we compare spectral correlations with those of the universal random
matrix ensemble using the spectral form factor. Our results offer a rigorous understanding of locally constrained
quantum dynamics from a
quantum information perspective.
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Materials Science
From Symmetry to Stability: Structural and Electronic Transformation in Cs$_2$KInI$_6$
Mohammad Bakhsh, Victor Trinquet, Rogério Almeida Gouvêa et al. (+2 more)
Cs$_2$KInI$_6$ is a promising lead-free halide double perovskite with a calculated direct band gap of 1.94 eV, ideal for
solar cell applications. Our first-principles calculations reveal that its cubic phase (Fm$\bar{3}$m) is dynamically unstable. Using an accelerated machine learning approach, we identify 42 dynamically stable structures and further validate these findings using first-principles calculations on 11 of these. The most stable phase has Cmc$2_1$
symmetry with 20 atoms/unit
cell. It lies 13 meV/atom above the convex hull but lacks octahedral cation coordination. The most stable perovskite-like structure has P$\bar{3}$
symmetry with 10 atoms/unit
cell and low octahedral connectivity. Structure-property trade-offs are highlighted, with calculated distortions generally widening the band gap, shifting it from direct to indirect, and flattening the band edges. This work showcases the synergy of genetic
algorithms, machine-learned potentials, and first-principles validation for discovering stable, complex materials.
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All authors Mohammad Bakhsh, Victor Trinquet, Rogério Almeida Gouvêa, Gian-Marco Rignanese, Samuel Poncé