Disordered Systems and Neural Networks
Structural glasses model using disorder fields: the boson peak from local ground states
M. M. Balbino, I. P. de Freitas, A. M. S. Macedo et al. (+2 more)
We show the emergence of a contribution characteristic of the
boson peak in the spectral density of structural glasses. To model the vitreous state, we consider static density-fluctuation fields coupled to a multiplicative quenched disorder. Performing an ensemble average over all disorder realizations, a functional series representation of the average free energy is obtained. In this series representation of the average free energy for the glassy state of matter, we identify in the function space effective actions. These effective actions present a large number of metastable states and ground states. Random first-order transition, widely discussed in the literature as a description of the transition from the supercooled
liquid to the glassy state of matter, emerges naturally in our formalism. We establish the connection between the use of
hyperbolic differential equations with random coefficients and the presence of many ground states in the average free energy. This connection allows us to study emergent excitations in such amorphous materials.
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All authors M. M. Balbino, I. P. de Freitas, A. M. S. Macedo, G. Krein, N. F. Svaiter
Disordered Systems and Neural Networks
Scaling Laws for Neural-Network Quantum States
Riccardo Rende, Alessandro Sinibaldi, Luciano Loris Viteritti et al. (+3 more)
Scaling laws, the power-law relations between loss, architecture size, and compute observed in modern neural networks, offer a quantitative way to characterize the complexity of a learning problem, with the exponent governing the decay of the loss reflecting how rapidly additional resources translate into improved accuracy, and thus how hard the target is to learn. Whether an analogous framework can characterize the complexity of physical problems remains open. We address this question for Neural-Network
Quantum States, a leading variational approach for strongly correlated
quantum many-body systems. Using
transformer wave functions to approximate ground states of the $J_1$-$J_2$ Heisenberg model on triangular and square
lattices with up to $20\times 20$ sites, we find that the $V$-score, a measure of accuracy of a variational state, decays as a power law in training compute. Under an appropriate rescaling of compute, results for different system sizes collapse onto a single curve, analogous to scaling collapse in critical phenomena. The resulting power law is, to a good approximation, independent of the number of sites, showing that the
transformer Ansatz is size-consistent for the systems considered. The exponent decreases systematically with frustration, identifying it as a quantitative measure of representational difficulty of the ground state and establishing scaling laws as a general framework for benchmarking variational ansätze.
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All authors Riccardo Rende, Alessandro Sinibaldi, Luciano Loris Viteritti, Roeland Wiersema, Antoine Georges, Giuseppe Carleo
Strongly Correlated Electrons
Skyrmion and meron phases induced by spin-phonon coupling
E. Iroulart, F. A. Gómez Albarracín and H. Diego Rosales
In
chiral magnets,
magnetic skyrmions are typically stabilized by the competition between exchange and Dzyaloshinskii-Moriya (DM) interactions under an external
magnetic field, while the role of
lattice degrees of freedom has received comparatively less
attention. Here we study how
spin-
phonon (SP) coupling modifies
magnetic interactions and the resulting
spin textures in a two-dimensional skyrmion model in the square
lattice. Using Monte Carlo simulations, we compare two simplified models describing the SP coupling: the Einstein site-
phonon (ESP) and bond-
phonon (BP) models. Integrating the
lattice degrees of freedom, we obtain effective
Hamiltonians for each SP model, which involve three-
spin interactions and quadratic terms. In both cases, skyrmion
crystals are stabilized in field regimes that are topologically trivial in the uncoupled model. Moreover, in certain regimes, the conventional triple-$\qv$ hexagonal skyrmion
lattice is distorted into a double-$\qv$ square skyrmion
lattice. Additionally, we find that, in the ESP model, strong
phonon coupling affecting the exchange interactions drives the system from typical low-field helical phases to meron-antimeron
crystals with no net chirality. Overall, our results show that
lattice effects provide a simple mechanism to tune a wide variety of topological
magnetic phases, ranging from typical skyrmion
crystals to distorted arrangements of skyrmions, elongated bimerons and meron-antimeron phases.
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Superconductivity
Early Experiments on Macroscopic Quantum Tunneling
Willem den Boer
Before conclusive evidence of Macroscopic
Quantum Tunneling, MQT, was published by Clarke, Devoret and Martinis in 1985, several other groups reported experimental results interpreted as MQT. The first, in chronological order, was in 1980 based on studies done at Leiden University in 1979. This paper looks back at these experiments on low capacitance Niobium point contacts in an rf SQUID,
radio-frequency Superconducting
Quantum Interference Device, configuration at temperatures between 1 and 4.2 K. The research was inspired by the theoretical predictions by Ivanchenko and Zilberman in 1969 on MQT in current-biased Josephson junctions and by Leggett in 1978 on MQT in closed loops with a superconducting weak link.
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Strongly Correlated Electrons
Spin-$s$ model with competing interactions on diamond-decorated lattices
D. V. Dmitriev, V. Ya. Krivnov and O. A. Vasilyev
We investigate the ground state properties, magnetization, and low-temperature thermodynamics of the
ferromagnetic-
antiferromagnetic spin-$s$ model on diamond-decorated
lattices with ideal diamond units, incorporating bilinear Heisenberg and higher-order exchange interactions between diagonal
spins-$\sigma$. Local conservation of the composite
spin on each diamond diagonal enables exact analysis. For the pure Heisenberg case, the system undergoes a series of $2\sigma$ transitions between monomer-dimer (MD), ferrimagnetic (Ferri) and
ferromagnetic (F) phases with different optimal composite
spin values as the coupling ratio varies. In the presence of higher-order interactions, a multicritical point exists where the states with all possible values of composite
spin are degenerate, leading to maximal ground state degeneracy. The case $s=\sigma=1$ with bilinear and biquadratic interactions is studied in detail. Its phase diagram comprises three phases - F, Ferri and MD, which meet at a triple point. On the phase boundaries, the ground state becomes macroscopically degenerate. For the diamond chain, we calculate the ground state degeneracy exactly; for higher dimensions, the problem maps onto a bond percolation framework, solved numerically. The residual
entropy per
spin reaches up to $60\%$ of the maximal value, peaking at the triple point. Low-temperature magnetization curves in external
magnetic fields exhibit plateaus and jumps. The excitation spectrum is gapped in the MD phase, gapless in the F phase, and resembles that of the Lieb-Mattis ferrimagnet in the Ferri phase. The high residual
entropy suggests potential applications in ultra-low-temperature cooling and
quantum thermal machines.
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Superconductivity · Cross-listed from quant-ph
Superconducting Qubits with Altermagnetic Josephson Junctions
Johanne Bratland Tjernshaugen, Morten Amundsen and Jacob Linder
Identifying a materials platform for creating
qubits that are both tunable and resilient towards environmental noise is one of the main hurdles that need to be overcome to realize
quantum computation that is practically useful. One pursued avenue to this end is to use superconducting
qubits with intrinsic
spin-dependent interactions, such as
spin-orbit coupling or magnetism. However, the recently discovered class of materials known as altermagnets remains largely unexplored in this context. We here use microscopic calculations to determine how the properties of superconducting
qubits are modified when altermagnetic Josephson junctions are included. The key
qubit performance parameters, including splitting, anharmonicity, decoherence, and single/coupled-
qubit gate operation times, display rich behavior depending on the characteristic properties of the altermagnetic material, such as the strength of the Néel field and the crystallographic orientation of the altermagnetic relative to the interfaces in the system. We focus in particular on the transmon design and show that the
qubit is very well protected against decoherence and simultaneously shows superior anharmonicity both near 0-$\pi$ transition points and when it is in a $\phi$-state. We propose that by using strain, the altermagnetic
qubit can be moved out of its protected regime to enable faster gate operation times, and then moved back to its protected state. We establish the physical mechanism underlying the behavior of all central
qubit metrics, clarifying how real devices interpolate between an altermagnetic double-well regime exhibiting barrier-induced protection and a conventional transmon-like single-well regime. We also discuss how the altermagnetic properties influence flux
qubits and fluxonium.
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Materials Science
Optoelectronics and Magnetic properties calculation of RE$_2$MnNiO$_6$ (RE=La-Lu,Y) using Density Functional Theory
Debidutta Pradhan
RE$_2$MnNiO$_6$ (RE = La-Lu) family of ordered double-perovskite
oxides hosts a corner-sharing network of alternating NiO$_6$ and MnO$_6$ octahedra whose electronic and
magnetic ground states are systematically governed by the A-site ionic radius through the lanthanide contraction. The strong localisation of RE 4f electrons poses a fundamental challenge to density-functional treatments, yet the hybridisation between 4f and neighbouring 5d (RE) or 3d (Ni, Mn) states is central to the origin of exchange interactions and optoelectronic response across the series. We present a comprehensive first-principles study of the electronic structure,
lattice dynamics, and optical properties of representative RE2NiMnO6 compounds within the DFT+U framework. To disentangle the role of Kondo-type 4f-d hybridisation, calculations are performed with the RE 4f electrons treated both as frozen core states and explicitly in the valence
manifold, enabling a direct assessment of their contribution to the band structure, dielectric function, and
phonon dispersion.
Spin-polarised calculations reveal significant
spin-channel asymmetry, with
magnetic moments reaching up to 30 $\mu$B per formula unit for select members of the series. The results establish a unified picture of how 4f occupancy and octahedral distortion collectively determine the
magnetic and optoelectronic potential of this double-perovskite family.
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Mesoscale and Nanoscale Physics · Cross-listed from quant-ph
Vector Magnetometry with Broadband Microwave Fields in Nitrogen-Vacancy Centers in Diamond
Tom R. Rieckmann, Arezoo Afshar, Aaron Z. Goldberg et al. (+3 more)
We present a novel method for full vector magnetometry using nitrogen-vacancy (NV) centers. In contrast to conventional optically detected
magnetic resonance techniques, our method employs two distinct broadband microwave pulses and measures them after transmission through the NV sensor medium, thus capturing the line splitting of the ground state triplet due to the Zeeman effect. Two orthogonally polarized microwave pulses allow resolving all
magnetic field components independently by reading out differently oriented NV centers. Simulated data is analyzed using deep neural networks, whose efficacy we expect to translate very well to experiments. Our method yields sensitivities between $5~\mathrm{pT}/\sqrt{\mathrm{Hz}}$ and $100~\mathrm{pT}/\sqrt{\mathrm{Hz}}$ across different
magnetic field vector components, while achieving approximately $\mathrm{nT}$ accuracy at a signal-to-noise (SNR) ratio of $70~\mathrm{dB}$. By being capable of accurately measuring
magnetic fields down to $25~\mathrm{\mu T}$, the need for a bias field beyond Earth's
magnetic field is eliminated.
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All authors Tom R. Rieckmann, Arezoo Afshar, Aaron Z. Goldberg, Lilian Childress, Stefan Scheel, Khabat Heshami
Statistical Mechanics · Cross-listed from quant-ph
Geometric Decoherence Time in Lindbladian Dynamics
Rishabh Jha, Stephan Haas and Abhinav Prem
The onset of decoherence in open many-body systems lacks a dynamical timescale grounded in the loss of bipartite
entanglement. Here, we introduce the $geometric$ $decoherence$ $time$, defined as the earliest moment the monotone relation between logarithmic negativity and Rényi-$\tfrac{1}{2}$
entropy – exactly equal across any bipartition for pure states – breaks down under open-system
evolution, signaling
entropy growth without accompanying
entanglement growth. We establish this criterion in both single-particle Gaussian dynamics and many-body Lindbladian
evolution. We show that
quantum mutual information provides a complementary long-time diagnostic: its asymptotic vanishing is equivalent to factorization of the steady state across the bipartition, a condition strictly stronger than separability, and whenever a product steady state is approached exponentially in trace norm, negativity and mutual information share the same decay rate. In the presence of a strong
symmetry, this tracking can fail – residual classical correlations can survive after
entanglement has vanished. In the Kitaev chain with balanced gain and loss, we derive a closed-form solution and show that the topological phase sustains longer coherence times than the trivial phase at identical dissipation, with a local minimum at the
chiral-symmetric point. In the interacting XXZ chain, exact many-body
evolution shows that local $Z$-dephasing preserves residual classical correlations, whereas gain and loss restore the mutual-information tracking of negativity. Our results establish the
geometric decoherence time as a dynamical scale tracking the onset of decoherence.
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Disordered Systems and Neural Networks
Coexistence of topologically nontrivial and trivial insulating states in topological Anderson Chern insulator
Bo Yin, Yan Zhang, Anqi Wang et al. (+3 more)
The interplay between disorder and
topology has become a central theme in condensed matter physics. Disorder can not only destroy topological phases but also induce them, as exemplified by the topological Anderson
insulator (TAI). Here we show that, in close analogy, disorder can drive the clean-limit, time-reversal-broken(T-broken)
quantum spin Hall state of
ferromagnetic(FM) monolayer MnBi4Te7 into a
quantum anomalous
Hall phase, which was called topological Anderson Chern
insulator (TACI). Using density functional theory (DFT) and nonequilibrium Green's func tion (NEGF) calculations in the presence of disorder, we identify disorder induced phases-including T-broken TAI, TACI, Normal
insulator, etc., then construct a comprehensive phase diagram. To discriminate multiple phases in the strong disorder regime, we further use the density of states computed within the self-consistent Born approximation (SCBA), which in particular distinguishes gapped and ungapped topological phases. We find that the two effective band inversions of
Hamiltonian are suppressed at distinct critical disorder strengths; the survival of a single inversion over a finite disorder window stabilizes the TACI. Remarkably, at strong disorder, we further propose a zero
Hall plateau insulating state characterized by an insulating bulk and edge channels subject to diffusive scattering that can coexist with the TACI. This behavior is distinct from a conventional band-gap Chern
insulator and provides a clear experimental signature.
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All authors Bo Yin, Yan Zhang, Anqi Wang, Jie Shen, Zhijun Wang, Quansheng Wu
Superconductivity
Anharmonic lattice dynamics and superconductivity in strained bulk and surface niobium
Mihir Ranjan Sahoo, Roman Lucrezi, Pedro Nunes Ferreira et al. (+5 more)
Using first-principles calculations, we investigate how homogeneous strain and crystallographic surface orientation modify the vibrational and superconducting properties of niobium. For bulk Nb, tensile strain strongly softens the
phonon spectrum and enhances the electron–
phonon coupling, increasing the superconducting transition temperature from 9.5 K at
equilibrium to 14.5 K at $\sim\!6\%$
lattice expansion. For the low-index Nb(001), Nb(110), and Nb(111) surfaces, harmonic
phonon calculations exhibit imaginary modes, showing that anharmonic
lattice effects are essential. To treat these effects efficiently, we train Nb-specific machine-learning interatomic potentials on bulk and slab first-principles configurations and use them to accelerate
stochastic self-consistent harmonic approximation calculations, thereby obtaining anharmonically renormalized
phonon modes that are combined with density-functional perturbation theory electron–
phonon matrix elements to construct the Eliashberg spectral function. Among the clean free-standing slabs considered here, Nb(001) exhibits the strongest electron–
phonon coupling and the highest calculated transition temperature of 10.0 K, while Nb(110) and Nb(111) show progressively reduced pairing strength. Finally, by analyzing the Eliashberg spectral function and the functional derivative $\delta T_\text{c}/\delta\alpha^2F(\omega)$, we identify the
phonon energy ranges most effective for superconducting pairing. Our results show that strain, surface termination, and anharmonic
phonon renormalization provide complementary and interrelated microscopic routes for tuning superconductivity in Nb.
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All authors Mihir Ranjan Sahoo, Roman Lucrezi, Pedro Nunes Ferreira, Chia-Nien Tsai, Matthew Julian, Rohit P. Prasankumar, Mahmoud I. Hussein, Christoph Heil
Strongly Correlated Electrons
Simulating Condensed Matter Physics on Quantum Hardware
Ruizhe Shen, Tianqi Chen, Tommy Tai et al. (+3 more)
Quantum hardware platforms are getting increasingly sophisticated in their ability to simulate condensed matter, including but not limited to strongly-correlated, topological, and non-
equilibrium phenomena. This review surveys recent progress in
quantum-hardware-based simulations of condensed matter, primarily emphasizing gate-based digital
quantum computer simulation, with analog experiments discussed as complementary
benchmarks. We first review major hardware platforms, including superconducting
qubits, trapped-ions, ultracold atoms, Rydberg arrays, photonic systems, and moire
quantum materials. We then introduce the basic ingredients of digital
quantum simulation. Building on this foundation, we discuss representative applications to condensed-matter physics, spanning ground-state problems, strongly correlated matter, topological phases, non-
equilibrium dynamics, open-system physics, and high-energy-physics-inspired simulations. Finally, we summarize key methodological tools used in state-of-the-art
quantum-simulation workflows. We emphasize that present noisy
quantum simulations serve not only as near-term demonstrations, but also as prototypes for the encodings, diagnostic protocols and error-control strategies required for future fault-tolerant
quantum simulation.
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All authors Ruizhe Shen, Tianqi Chen, Tommy Tai, Jin Ming Koh, Pouyan Ghaemi, Ching Hua Lee
Strongly Correlated Electrons
Two-orbital $e_g$ model with bond-dependent spin-orbit coupling: A playground for emergent band topology, Kitaev magnetism, and magnetoelectricity
YuZheng Xie, Manoj Gupta, Arun Paramekanti et al. (+1 more)
Inspired by the electronic structure of compounds like nickel dihalides Ni$X_2$ ($X$=Cl, Br, I), we propose a low-energy two-orbital $e_g$ model featuring bond-dependent
spin-orbit terms, driven by atomic
spin-orbit coupling on the ligand $X$. We demonstrate that this model hosts a rich array of phenomena. In the non-interacting band limit,
spin-orbit-derived
spin-dependent and
spin-flip hopping terms produce topological bands with
spin-Chern numbers $C_s=\pm 2, \pm 4$, and higher order topological states with fractional corner charges, respectively. In the half-filled Mott
insulator limit, we recover a
spin-$1$
Hamiltonian with bond-dependent Kitaev exchange interactions. We explore the magnetoelectric effect in this two-orbital model using
symmetry-based perspective and microscopic calculations, going beyond the generalized Katsura-Nagaosa-Balatsky theory for the single-orbital case. Our work may be relevant to study of doping, strain, or pressure on Ni$X_2$ and related materials.
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All authors YuZheng Xie, Manoj Gupta, Arun Paramekanti, Tanusri Saha-Dasgupta
Quantum Gases · Cross-listed from quant-ph
Trapping 11,000 Atoms in a Tweezer Array Generated by a Single Metasurface
Yuqing Wang, Zhongchi Zhang, Tao Zhang et al. (+14 more)
The scalability of physical
qubit numbers is a central challenge toward a universal fault-tolerant
quantum computer. The inherent scalability of atom array
quantum computers stems from the identical nature of atomic
qubits, so the available
qubit resource is primarily limited by the number of atoms that can be trapped and controlled. Here, we robustly trap 11,000 individual atoms in a tweezer array, thereby enabling the available
qubit resource to reach the tens-of-thousands scale for the first time among all
quantum computation platforms. This advance is enabled by a single metasurface, approximately 2 cm in diameter, that generates the entire tweezer array without the need for microscope objectives, thereby maximizing
laser-power efficiency. The large aperture ensures a working distance of about 1.5 cm, allowing the metasurface to be placed outside the
vacuum cell and avoiding the technical complications of in-
vacuum operation. We further characterize the randomly loaded atom array using the statistical theory of percolation phase transitions. This work takes an important first step toward a
quantum computer at the 10,000-
qubit scale.
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All authors Yuqing Wang, Zhongchi Zhang, Tao Zhang, Yuxuan Liao, Hanteng Wang, Ye Tian, Binjie Ji, Yujia Wu, Luming Ma, Chen Qing, Chengshu Li, Wei Zhang, Yidong Huang, Wenjun Zhang, Xue Feng, Wenlan Chen, Hui Zhai
Quantum Gases
A mean-field description of strong-to-weak symmetry breaking in the monitored Bose-Hubbard model
Yicheng Tang, Pradip Kattel and J. H. Pixley
Strong-to-weak spontaneous
symmetry breaking has emerged as a novel form of ordering in monitored and open
quantum systems, yet its characterization has so far primarily relied on nonlocal diagnostics. Here, we develop a Gutzwiller mean-field framework for monitored bosonic
lattice systems, enabling the direct simulation of
stochastic measurement dynamics in three spatial dimensions. Applying this approach to the monitored Bose-Hubbard model with local density measurements and Lindbladian dissipation, we identify strong-to-weak
symmetry breaking through a trajectory-averaged local order parameter. We find that this local order parameter becomes critical near the critical measurement strength as the charge-sharpening transition. Both transitions exhibit a dynamical exponent $z=2$ in the dilute limit with a correlation length $\nu\simeq 0.6$, comparable to that of the charge-sharpening transition, suggesting that the two phenomena may originate from a common underlying critical point. Our work shows a local characterization of strong-to-weak
symmetry breaking, reveals its connection to charge sharpening, and provides concrete predictions for future experiments on the monitored Bose-Hubbard model.
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Disordered Systems and Neural Networks
Irregular Metamaterial Networks
Thomas P. Wytock, Chiara Daraio, Heinrich M. Jaeger et al. (+4 more)
Metamaterials can achieve exceptional functionality through careful engineering of their mesoscale structure. Although appropriately introduced irregularities can be advantageous, current approaches largely conform to regular structures to preserve tractability. Here, we contend that network theory, enriched with geometry and physics, provides a natural framework for designing metamaterials with controlled irregularities at relevant scales, thereby enabling the discovery of new property-enhancing structures. We examine how this augmented network theory can facilitate the creation of irregular metamaterials with enhanced or novel properties and how metamaterial research, in turn, is opening new directions in network science. Supported by machine learning and advanced self-assembly, the emerging field of irregular metamaterial networks is poised to transform inverse design and scalable manufacturing of novel materials.
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All authors Thomas P. Wytock, Chiara Daraio, Heinrich M. Jaeger, Christopher A. Schuh, Lorenzo Valdevit, Vincenzo Vitelli, Adilson E. Motter
Superconductivity
Dynamical Josephson Effect Between a Singlet and a Triplet Superconductor
Morten Amundsen, Niladri Banerjee and Igor Žutić
Phase-sensitive Josephson effect has long been central to identifying unconventional pairing
symmetries in
superconductors. Although the selection rules governing Josephson junctions (JJs) are generally determined by the
symmetries of the constituent
superconductors, we demonstrate that this paradigm is modified in the dynamic regime. By modeling a JJ where
spin-singlet and
spin-triplet
superconductors are separated by a two-dimensional electron gas, we show that a time-dependent gate voltage qualitatively changes the underlying selection rules. This modification arises as a consequence of the gate-controlled
spin-orbit coupling. A harmonic modulation of the gate voltage generates an oscillatory $\cos \phi$ Josephson component which vanishes in the static limit. The resulting charge current contains both dissipationless and dissipative components, with the latter strongly suppressed at low temperatures. This dynamical Josephson effect could transform the use of JJs in
qubits, as sources of
spin-triplet currents, and as platforms for proximity effects.
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Disordered Systems and Neural Networks
Neural Networks and Schramm-Loewner Evolutions
Neilesh Shrotri and Vlad Margarint
In this manuscript, we explore the application of neural networks to predict the natural parameter $\kappa \geq 0$ of Schramm-Loewner
Evolution (SLE$_\kappa$) theory. SLE$_\kappa$ is a family of random fractal curves that has significant implications in Statistical Mechanics and Conformal Field Theory. This parameter $\kappa \geq 0$ plays an important role in the theory as there are models of Planar Statistical Physics that are proven to have SLE as scaling limits as well as others that are conjectured to have this limit for various choices of the parameter $\kappa \geq 0$. In addition, there are three different statistical behaviors of the SLE curves as the parameter $\kappa$ changes in $[0, \infty).$ Leveraging the powerful pattern recognition capabilities of neural networks, this study aims to develop a predictive model that can estimate the $\kappa$ parameter with good accuracy.
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Superconductivity
Giant Resonances in Superconducting Films Induced by Nonsuperconducting Layers
D. André Orna T., Mauro M. Doria, Daniel Reyes et al. (+4 more)
We find that commensurate resonances in superconducting films endowed with a $SISIS$ structure, where $S$ and $I$ stand for superconducting and insulating layers, respectively, enhance the gap to a value three to four times the bulk gap. Such resonances rely on spatially localized
quantum states that arise due to the commensurability between the total film thickness and the distance between the two insulating barriers. Our results are obtained in the context of the Bogoliubov-de Gennes equations within the Anderson approximation, applied here to Bi films, where
quantum size effects are possible due to the abnormally large mean free path.
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All authors D. André Orna T., Mauro M. Doria, Daniel Reyes, Isaías G. de Oliveira, Arkady Shanenko, Alexei Vagov, Y. T. Xing
Quantum Gases · Cross-listed from quant-ph
Probing information theoretic measures of nonlinear ultracold quantum gases using phase-space distributions
Mariyah Ughradar, Ramkumar Radhakrishnan, Siddharth Kumar Tiwari et al. (+1 more)
We use phase space distributions, specifically the Wigner and Husimi quasi probability distributions, to study harmonically trapped Bose–Einstein condensate described by the Gross Pitaevskii equation. From the mean field ground state wavefunction we construct both distributions and their position and momentum space marginals and we use these to compute a comprehensive set of information theoretic measures: Shannon, Wehrl, and Rényi
entropies; Fisher information; cumulative and cross cumulative residual
entropies; mutual information; and Kullback–Leibler, Jeffreys, Cauchy Schwarz, and Rényi divergences. Studying these quantities as a function of the $s$-wave scattering length for a representative Rb-85 condensate, we find that stronger repulsive interactions drive increased phase space delocalization, seen by a monotonic growth of Shannon and Wehrl
entropies, while the Fisher information shows the complementary trend – increasing in position space and decreasing in momentum space in a manner consistent with the global Fisher uncertainty bound. Rényi
entropies and divergence measures further reveal a systematic suppression of non classical interference and a shift toward more classical phase space structure in moving from the Wigner to the Husimi representation, with Wigner and Husimi based mutual informations converging at larger interaction strength. We note that, because the Gross Pitaevskii framework treats the many body state as a mean field product, the mutual information computed here quantifies statistical dependence between the conjugate phase space variables of the effective one body distribution rather than genuine particle particle
entanglement.
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All authors Mariyah Ughradar, Ramkumar Radhakrishnan, Siddharth Kumar Tiwari, Vikash Kumar Ojha
Quantum Gases · Cross-listed from physics.atom-ph
A Mid-Infrared Platform Based on Strontium Tweezer Arrays
Aaron Holman, Ximo Sun, Bojeong Seo et al. (+8 more)
Subwavelength atomic tweezer arrays, in which atoms can be positioned at distances smaller than their emission wavelength, have been proposed as a versatile platform to study collective emission phenomena, such as superradiance and subradiance. Experimentally, the realization of such arrays has been a challenge as typical emission wavelengths in the visible or near-infrared are short compared to typical tweezer spacings in the micrometer range. Here, we use $^{88}$Sr atoms in optical tweezer arrays to access a mid-infrared transition at 2,923 nm ($5s5p\:^{3}P_{2} \rightarrow\, 5s4d\:^{3}D_{3}$). We identify a magic trapping wavelength at 597.14(3) nm and demonstrate single-atom preparation and imaging with high fidelity. In addition, using 2,923 nm light, we demonstrate resolved-sideband cooling of tweezer-trapped strontium. Beyond enabling studies of collective emission phenomena in flexible arrangements of atoms, our platform opens novel opportunities for dipolar many-body physics and enhanced control over Rydberg dynamics and the strontium fine-structure
qubit.
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All authors Aaron Holman, Ximo Sun, Bojeong Seo, Joshua Corn, Zezheng Zhu, Yuan Xu, Jiahao Wu, Nanfang Yu, Dmytro Filin, Marianna Safronova, Sebastian Will
Statistical Mechanics · Cross-listed from quant-ph
Strong-to-Weak Spontaneous Symmetry Breaking
Chong Wang
Strong-to-weak spontaneous
symmetry breaking (SW-SSB) has recently emerged as a useful framework for studying phases of matter in open systems,
quantum or classical. Beginning with the simple idea of extending
symmetry breaking to general mixed states, and the familiar equivalence between canonical and grand-canonical ensembles in statistical mechanics, the concept has grown into a unifying perspective connecting many different ideas in physics, including topological orders, emergent hydrodynamics, and information-theoretic characterization of phases of matter. This review provides a bird's-eye view of some of these recent developments.
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Strongly Correlated Electrons
Reduce dimensional quantum criticality for Non-Fermi liquids
Phumudzo T. Rabambi and Mario Solís
We present a reduced dimension theoretical framework for studying
quantum field theories at finite density, providing a tractable model for investigating non-
Fermi liquid (NFL) behavior near
quantum phase transitions. Our approach departs from the standard paradigm by placing
bosons and
fermions in different spatial dimensions: bosonic fields reside in a $(d+1)$-dimensional bulk, while fermionic fields are confined on a $d$-dimensional boundary. This dimensional separation significantly simplifies the renormalization group (RG) analysis of gapless
boson-
fermion coupling. We demonstrate that the tree-level
boson exchange contributions, which typically exhibit logarithmic divergences, become finite in our reduced-dimension scheme. Furthermore, the $\log^2$ and $\log^3$ divergences that characterize 1-loop four-
fermion interactions in conventional treatments are reduced to logarithmic divergences within this framework, substantially improving the convergence properties of the perturbative expansion and allowing controlled theoretical analysis of NFL physics.
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Materials Science
Symmetry-Protected Weyl Nodal Loops in a Triangular Altermagnet
Chao-Chun Wei, Xiaoyin Li, Sophia Adams et al. (+9 more)
Weyl semimetals and altermagnets represent two distinct classes of
quantum materials exhibiting nontrivial topological and
magnetic order, respectively. Here we report the realization of a Weyl nodal-loop altermagnet in Cr$_7$Se$_8$, combining
neutron diffraction and first-principles calculations. The hexagonal system hosts a coplanar $120^\circ$ compensated
magnetic order on a triangular
lattice, which breaks inversion-time-reversal and translation-time-reversal
symmetries simultaneously while preserving a crystalline mirror plane. The resulting electronic structure features linearly dispersing nodal loops close to the
Fermi level ($E_F$) confined to the mirror-invariant $k_z=0$ plane. Along high-
symmetry directions, the crossings near $E_F$ form Dirac-like fourfold degeneracies in the absence of
spin-orbit coupling; at generic momenta, these crossings split into twofold and form continuous Weyl-like nodal loops protected by mirror
symmetry. The momentum-dependent
spin polarization exhibits an $f$-wave-like pattern characteristic of odd-parity altermagnets.
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All authors Chao-Chun Wei, Xiaoyin Li, Sophia Adams, Jacob Kjeldahl Jensen, Qiang Zhang, Jue Liu, Maxim Avdeev, Dinesh Kumar Yadav, Vikram V. Deshpande, Luisa Whittaker-Brooks, Feng Liu, Huiwen Ji
Disordered Systems and Neural Networks
Frustrated neurons: Energy landscapes and relaxation dynamics in repulsive phase oscillators
Brandon B. Le
Geometrical frustration, a central paradigm in condensed matter physics, provides a unifying
language for systems in which locally preferred interactions cannot be made globally compatible. Here, we use this
language to formulate a minimal theory of frustrated neural timing, mapping repulsively coupled rhythmic units onto
antiferromagnetic XY models. Within this framework, the condensed-matter concepts of local constraints, degenerate ground-state
manifolds, metastability, and quench dynamics become a concrete diagnostic framework for structured neural phase dynamics. We analyze a hierarchy of geometries: a triangle as the minimal frustrated motif with two
chiral 120{\deg} timing states, a tetrahedron whose reduced ground-state
manifold consists of intersecting continuous branches associated with antipodal pairings, and a kagome
lattice on which local constraints define a constrained three-coloring
manifold. The kagome
lattice reveals the central dynamical result: zero-temperature relaxation suppresses global synchrony but typically selects low-energy metastable torque-balanced states rather than exact ground states. Finally, we show how the phase theory can be carried back towards biophysical neural models by treating it as an effective-interaction target, where geometrical timing frustration is realized through preferred phase lags that become incompatible around closed motifs. This perspective suggests that weak global coherence in neural systems does not necessarily signal disordered activity, but can reflect structured local timing order shaped by a frustrated dynamical landscape.
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Materials Science
Towards Automated Discovery: A Review of Generative Models, Multimodal Learning and Closed-Loop Workflows in Inverse Materials Design
Anand Babu, Rogério Almeida Gouvêa and Gian-Marco Rignanese
Inverse materials design is shifting materials discovery from forward prediction toward targeted proposal of candidates that satisfy objectives under physical constraints. Here, we review advances in generative
crystal structure modeling,
multimodal learning, and closed-loop design pipelines for crystalline solids. We survey how generators learn chemical-structural priors from databases to enable controllable sampling of periodic structures, comparing variational autoencoders, normalizing flows, autoregressive models, and
diffusion models. Across these families, we examine where feasibility constraints and physical priors enter, from representations and training objectives to sampling-time guidance, screening, and relaxation. We also discuss
multimodal learning combining
crystal structures, thermodynamic and electronic information, microscopy, spectroscopy, processing context, and scientific text to construct materials representations. Inverse-design strategies integrating conditional generation with latent optimization,
Bayesian optimization, reinforcement learning, and active learning are also examined. We highlight recurring failure modes, including surrogate exploitation, diversity collapse, distribution shift, and the stability-synthesizability gap, and outline evaluation based on validity, novelty, uniqueness, stability, and cost. To support credible claims, we define a nine-rung discovery-credibility ladder and propose a minimum reporting standard: declared matching tolerances and database snapshots; separate reporting of uniqueness, training-set memorization, and external rediscovery; novelty as a continuous distance distribution; energy-above-hull distributions with functional and hull version; relaxation-survival and dynamical stability rates; and validation cost per credible hit. Headline validity or S.U.N. rates without these disclosures should be treated as uninformative.
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Statistical Mechanics · Cross-listed from quant-ph
Spatial and particle-particle entanglement in 1D quantum walks of two distinguishable or indistinguishable bosonic particles
Christopher Mastandrea and Chih-Chun Chien
We present
entanglement measures between spatially separated regions and between two distinguishable or indistinguishable particles in one-dimensional two-particle continuous-time
quantum walks governed by the Hubbard
Hamiltonian. The left-right
entanglement checks the
entropy of coarse-grained states counting the numbers of particles on the left and right halves of the
lattice while the particle-particle
entanglement is based on the
entropy of the singular values of the time-evolved Fock state. With separable, entangled, and doubly occupied initial states, we examine initial
entanglement and the following growth in different
entanglement measures. While the
entanglement measures of the indistinguishable cases resemble those of the distinguishable cases when the initial states are comparable, the long-time limits of the
entanglement measures are typically non-monotonic as the onsite repulsion increases. We also discuss possible implications for future research of
entanglement in multi-particle
quantum dynamics.
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Strongly Correlated Electrons
Electrical observation via spin Seebeck effect of fractionalized excitations in a magnetic insulator
Nan Tang, Josef Willsher, Stephan Glamsch et al. (+9 more)
Fractionalized excitations are among the most striking signatures of emergence in
quantum matter. While widely sought in frustrated magnets, their detection and characterization remain challenging, motivating the exploration of new probes. Meanwhile, Spintronics offers versatile tools for probing
spin-related phenomena. In particular, the
spin Seebeck effect (SSE) converts thermally driven
magnetic excitations into a voltage in an adjacent metal, providing electrical access to the underlying dynamics and transport properties. Here we employ the SSE to probe emergent
magnetic monopoles in the non-collinear Ising magnet Dy$_2$Ti$_2$O$_7$, a rare instance of a three-dimensional fractionalized magnet. We observe an SSE signal featuring a pronounced peak at monopole proliferation, accompanied by characteristic frequency and angular dependence. Our results broaden the scope of spintronic methods for detecting exotic excitations, provide new insights into
magnetic insulators generally and monopole physics specifically, and suggest the potential of
quantum materials as functional interfaces.
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All authors Nan Tang, Josef Willsher, Stephan Glamsch, Aisha Aqeel, Ludwig Scheuchenpflug, Michael Schulze, Christoph Liebald, Daniel Rytz, Christo Guguschev, Manfred Albrecht, Roderich Moessner, Philipp Gegenwart
Quantum Gases · Cross-listed from physics.atom-ph
Creating and Probing Spin-Squeezed States of Molecules
Connor M. Holland, Callum L. Welsh, Yukai Lu et al. (+4 more)
Polar molecules are a promising platform for
quantum-enhanced sensing and precision tests of fundamental physics, owing to their strong long-range dipolar interactions, broad sensitivity to electromagnetic fields, and sensitivity to potential physics beyond the Standard Model. However, the creation of metrologically useful entangled states in molecular systems has remained elusive. Here, we report the first observation of a class of metrologically useful entangled states -
spin-squeezed states - in polar CaF molecules trapped in an optical tweezer array. The
spin degree of freedom is encoded in rotational levels which are directly coupled by dipolar exchange interactions. By harnessing appropriate dynamical decoupling schemes we observe up to 3.0(3)dB of metrological gain, (2.2(3)dB without measurement correction) from direct exchange interactions. Using Floquet engineering, we further realize richer
Hamiltonians that preserve
spin squeezing while enabling the development of longer-range
quantum correlations. Using site- and
spin-resolved measurements we demonstrate that these entangled states enhance sensitivity to both homogeneous and spatially varying fields, and reveal strong non-classical correlations, including bipartite
entanglement and Einstein-Podolsky-Rosen steering. Finally, we transfer the
spin-squeezed states into long-lived and non-interacting hyperfine states, where the metrological enhancement persists for up to 100ms. Our results establish molecular optical tweezer arrays as a scalable platform for generating, controlling, characterizing, and storing entangled states of molecules, opening new opportunities for
quantum-enhanced sensing and precision tests of fundamental physics.
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All authors Connor M. Holland, Callum L. Welsh, Yukai Lu, David Wellnitz, Xing-Yan Chen, Ana Maria Rey, Lawrence W. Cheuk
Quantum Gases
Thouless Pumping of Large Chern Numbers in Optical Floquet Quasicrystals
Shien Wan, Zecheng Li and Bo Song
Chern numbers are central to correlated and topological phenomena, yet most topological systems are associated with Chern numbers of order unity. Here we propose a scheme to achieve large Chern numbers in an optical Floquet quasicrystal with cold atoms, which can be directly measured via Thouless pumping. We study the quasienergy spectrum of Floquet quasicrystals and characterize the emergent Chern numbers using gap labeling
theorem. We further investigate the Thouless pumping in the Floquet quasicrystal at different driving frequencies and amplitudes, revealing the connection between transport features and the quasienergy spectrum. Our findings open new avenues for exploring rich topological dynamics in Floquet quasicrystals and realizing fractional Chern insulating states.
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