Mesoscale and Nanoscale Physics
Topological constraints on the electronic band structure of hexagonal lattice in a magnetic field
Qi Gao and Wei Chen
The impact of projective
lattice symmetry on electronic band structures has attracted significant
attention in recent years, particularly in light of growing experimental studies of two-dimensional hexagonal materials in
magnetic fields. Yet, most theoretical work to date has focused on the square
lattice due to its relative simplicity. In this work, we investigate the role of projective
lattice symmetry in a hexagonal
lattice with rational
magnetic flux, emphasizing the resulting topological constraints on the electronic band structure. We show that, at pi flux, the
symmetry in the hexagonal
lattice enforces novel Dirac band touchings at E not equal to zero, and for general rational flux it constrains the number of Dirac points at E = 0. We further analyze the
symmetry-imposed constraints on the Chern numbers of both isolated gapped bands and band multiplets connected by Dirac-point touchings. Our results demonstrate that these constraints in the hexagonal
lattice differ substantially from those in the square
lattice.
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Soft Condensed Matter · Cross-listed from physics.flu-dyn
Tuning diffusioosmosis of electrolyte solutions by hydrostatic pressure
Elena F. Silkina, Evgeny S. Asmolov and Olga I. Vinogradova
When two reservoirs of a distinct salinity are connected by channels or pores, a fluid flow termed diffusio-osmotic is generated. This article investigates the flow emerging in an uniformly charged long slit whose thickness exceeds the local Debye screening length.
Attention is focussed on the role of hydrostatic pressure drop $\Delta p$ in establishing diffusioosmosis at a finite concentration difference. For a thick slit we recover the known formula for a local diffusio-osmotic slip over a single wall, which is determined by the surface potential, salt concentration and its gradient. An equation for the global fluid flow rate $\mathcal{Q}$ is presented as a sum of the diffusio-osmotic and pressure-driven contributions. Although the diffusio-osmotic term itself remains unaffected by $\Delta p$, the nonlinear concentration and surface potential profiles along the slit, and consequently, the local slip velocity are dramatically modified. We present an equation relating the local concentration to $\mathcal{Q}$ and employ it to derive an expression describing the surface potential variation in the slit. Since $\mathcal{Q}$ can easily be tuned by $\Delta p$, the variety of possible concentration and surface potential profiles becomes very rich. Our theory provides a simple explanation of recent flow rate measurements and shows that experimental data provide rather direct information about concentration and surface potential profiles in the uniformly charged slit. The relevance of our results for sensing the salt dependence of surface potentials is discussed briefly.
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Materials Science
Revealing the Partially Coherent Nature of Transport in IGZO
Ying Zhao, Michiel J. van Setten, Anastasiia Kruv et al. (+10 more)
Thin-film transistors based on amorphous
oxide semiconductors (AOS) are promising candidates for enabling further DRAM scaling and 3D integration, which are critical for advanced computing. Despite extensive research, the charge transport mechanism in these disordered
semiconductors remains poorly understood. In this work, we investigate charge transport in the archetypical AOS material, indium gallium zinc
oxide (IGZO), across a range of compositions and temperatures using thin-film transistors and
Hall bar structures. Our results show that the electrons involved in transport exhibit partially spatial coherence and non-degenerate conduction. Under these conditions, transport is dominated by electron transfer across insulating gaps between locally coherent regions, rather than by degenerate percolative transport above a mobility edge, or by localized-state hopping, both of which are widely assumed in the literature. While fluctuation-induced tunnelling has previously been invoked to describe low-temperature transport in
oxide transistors, we show that such behavior originates from partially coherent electronic states and develop a field-effect-aware fluctuation-induced tunnelling (FEAFIT) framework that explicitly accounts for gate modulation of the tunneling landscape. The FEAFIT model accurately predicts experimental data across all compositions, temperatures, and gate voltages, enabling extraction of fundamental transport parameters. These tunnelling parameters are then correlated with electron coherence dimensions and the degree of energetic disorder obtained from first-principles calculations. Our findings advance the fundamental understanding of charge transport in AOS-based transistors and provide a foundation for further performance improvements
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All authors Ying Zhao, Michiel J. van Setten, Anastasiia Kruv, Pietro Rinaudo, Harold Dekkers, Jacopo Franco, Ben Kaczer, Mischa Thesberg, Gerhard Rzepa, Franz Schanovsky, Attilio Belmonte, Gouri Sankar Kar, Adrian Chasin
Mesoscale and Nanoscale Physics
Riccardo Castagna
Finite coherent
quantum systems exhibit a nontrivial response to local sources of phase
curvature, which cannot be reduced to conventional forces, disorder-induced localization, or simple gap opening. Here we show that, in finite fermionic rings, a localized
symmetry-breaking perturbation acts as a source of phase
curvature in the many-body
Hilbert space, inducing an anomalous breakdown of global phase
rigidity. Starting from a Hubbard-Peierls description, we derive an effective field-theoretic functional in which the inverse local susceptibility defines a phase-
rigidity scale controlled by system size and electronic correlations. This
rigidity quantifies the resistance of a coherent many-body state to
geometric deformation of its phase structure, rather than to energetic localization. We demonstrate that interactions enhance phase
rigidity in finite systems, counter to naive expectations based on single-particle localization, and that
rigidity loss may occur without a direct correspondence to gap formation. Molecular pi-electron rings and mesoscopic
quantum circuits provide experimentally accessible realizations of this regime, establishing a direct connection between local phase
curvature,
geometric rigidity, and coherence-driven phenomena across finite
quantum matter.
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Strongly Correlated Electrons
Multipolar fluctuations from localized 4f electrons in CeRh2As2
Koki Numa, Eri Matsuda, Akimitsu Kirikoshi et al. (+1 more)
The heavy-
fermion superconductor CeRh2As2 exhibits a non-superconducting phase transition that precedes the emergence of superconductivity. The nature of the corresponding order parameter remains under debate, with competing proposals involving
magnetic dipoles or electric quadrupoles. We derive the momentum-dependent multipolar susceptibilities and effective interactions among the localized 4f electrons, based on the framework of density functional theory combined with dynamical mean-field theory.
Magnetic fluctuations within the crystalline-electric-field (CEF) ground-state doublet are dominated by q=(1/2,1/2,0), corresponding to a two-dimensional checkerboard configuration of the
magnetic moment M_z along the c axis. Hybridization between the CEF ground-state and the first-excited doublet gives rise to leading
magnetic octupole fluctuations of z(x^2-y^2)
symmetry, followed by electric quadrupole fluctuations of x^2-y^2 and {yz, zx}
symmetries. By taking into account the anisotropic
magnetic-field dependence of the transition temperature T_0, we conclude that an
antiferromagnetic order of M_z at q=(1/2,1/2,0) is consistent with the experiments, owing to the enhancement of T_0 caused by fluctuations of the field-induced quadrupole of {yz, zx} type under an in-plane
magnetic field.
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All authors Koki Numa, Eri Matsuda, Akimitsu Kirikoshi, Junya Otsuki
Materials Science
Zeeman-like coupling to valley degree of freedom in Si-based spin qubits
S Akbar Jafari, Hendrik J Bluhm and David P Divincenzo
Increasing the valley splitting in Si-based
heterostructures is critical for improving the performance of
semiconductor qubits. This paper demonstrates that the two low-energy conduction band valleys are not independent
parabolic bands. Instead, they originate from the X-point of the Brillouin zone, where they are interconnected by a degeneracy protected by the non-symmorphic
symmetry of the diamond
lattice. This semi-Dirac-node degeneracy gives rise to the $\Delta_1$ and $\Delta_{2'}$ bands, which constitute the valley degrees of freedom. By explicitly computing the two-component Bloch functions $X_1^\pm$, using the wave vector group at the X-point, we determine the transformation properties of the object $(X_1^+,X_1^-)$. We demonstrate that these properties are fundamentally different from those of a spinor. Consequently, we introduce the term "valleyor" to emphasize this fundamental distinction. The transformation properties of valleyors induce corresponding transformations of the Pauli
matrices $\tau_1,\tau_2$ and $\tau_3$ in the valley space. Determining these transformations allows us to classify possible external perturbations that couple to each valley Pauli
matrix, thereby identifying candidates for valley-
magnetic fields, ${\mathsf B}$. These fields are defined by a Zeeman-like coupling ${\mathsf B}\cdot\vec\tau$ to the valley degree of freedom. In this way, we identify scenarios where an applied
magnetic field $\vec B$ can leverage other background fields, such as strain, to generate a valley-
magnetic field ${\mathsf B}$. This analysis suggests that beyond the well-known mechanism of potential scattering from Ge
impurities, there exist additional channels (mediated by combinations of
magnetic and strain-induced vector potentials) to control the valley degree of freedom
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Soft Condensed Matter
Impact of the sodium and calcium chlorides uptake on the interfacial behavior of ice: premelting, structure, and dynamics
Łukasz Baran and Luis G. MacDowell
Hypothesis: Seawater ice and frozen aqueous solutions in contact with air can exhibit a thin quasi-brine surface layer intruding between ice and vapor, but a detailed characterization of surface properties and its relation to three phase coexistence has been lacking. Using thermodynamic arguments we show how it is possible to characterize the surface layers by comparison to the three phase ice-brine-air bulk phase diagram, despite the difficulty to control or monitor all of the relevant thermodynamic fields of the two component system. Simulations: We performed computer simulations of surface briny layers of sodium and calcium chloride adsorbed on ice. Using suitable order parameters and a rigorous geometrical dividing surface, we are able to characterize the layer's thermodynamic state, measure its properties and relate them to the corresponding properties of the bulk solution. Results: Our results confirm that undersaturated briny surface layers can form down to the eutectic point, with a maximum concentration that is bound by the liquidus line of the ice-brine phase diagram. Such layers are distinct from finite size realizations of three phase coexistence, and can be regarded as genuine surface states, but their salt content can increase the premelting layer thickness by a factor of two or more. Owing to this significant thickness, these layers can be related to bulk electrolyte solutions of similar concentration, both as regards the structural organization of ions and the dynamical properties of the quasi-
liquid film.
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Mesoscale and Nanoscale Physics
Creation of domain-wall skyrmions in chiral magnets with Landau-Lifshitz-Gilbert dynamics and demagnetization
Sven Bjarke Gudnason, Yuki Amari and Muneto Nitta
Absorption of an isolated bulk
magnetic skyrmion into an empty domain wall in a
chiral ferromagnetic system is studied using the Landau-Lifshitz-Gilbert equation with and without the demagnetization effect taken into account. The full phase diagram of creation versus repulsion or annihilation is mapped out in case of both Bloch-type and Néel-type DMI, with and without demagnetization. Finally, the unstable domain wall, realizable with a setup of several external magnets, contains the theoretical possibility of producing a 1-dimensional version of the Kibble-Zurek mechanism, which in turn can create a number of skyrmion-anti-skyrmion pairs engulfed in the domain wall: We denote them domain-wall-skyrmion-anti-domain-wall-skyrmion pairs.
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Materials Science
Raman Spectroscopic Investigation of Ferroaxial Order in Na2BaNi(PO4)2 Single Crystals
Ryunosuke Takahashi, Hayato Seno, Marin Takahashi et al. (+9 more)
Ferroaxial order is characterized by the breaking of mirror
symmetry parallel to the crystallographic principal axis, which often originates from spontaneous rotational distortions of the
crystal lattice. Such rotational distortions are, by
symmetry, allowed to couple to specific
phonon modes. However, Raman-active
phonons associated with these rotational distortions have not yet been clearly identified on a
symmetry-consistent basis. Here, we perform polarization-resolved Raman spectroscopy on the ferroaxial phase of Na2BaNi(PO4)2 single
crystals and combine the measurements with first-principles
lattice-dynamics calculations. This
symmetry-guided analysis enables a comprehensive assignment of Raman-active modes in the ferroaxial phase. Several low-frequency Ag modes exhibit finite linewidth broadening, suggesting that these
phonons may be weakly affected by the underlying rotational distortion. These results establish a
symmetry-based spectroscopic framework for analyzing
phonons associated with rotational distortions in ferroaxial materials and provide a basis for future studies of ferroaxial order in complex
oxides.
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All authors Ryunosuke Takahashi, Hayato Seno, Marin Takahashi, Shigetoshi Tomita, Reo Fukunaga, Suguru Nakata, Takayuki Nagai, Shigetada Yamagishi, Yoichi Kajita, Tsuyoshi Kimura, Masami Kanzaki, Hiroki Wadati
Strongly Correlated Electrons
Electrically induced ferromagnetism in an irradiated complex oxide
Nareg Ghazikhanian, Pavel Salev, Dayne Sasaki et al. (+2 more)
In metal-
insulator transition materials, a small perturbation can shift the delicate balance between competing or coexisting electronic phases, leading to dramatic changes of the material's properties. Using La0.7Sr0.3MnO3, a prototypical metal-
insulator transition manganite, we show that local low-dose focused ion beam irradiation increases resistivity by several orders of magnitude, converting the
ferromagnetic-metal ground state into a paramagnetic-
insulator. Surprisingly, we found that applying electric stimuli to the irradiated material induces a non-thermal
insulator-to-metal transition, which results in low-power, repeatable volatile resistive switching. Magnetotransport measurements revealed that this voltage-induced metallic phase in the irradiated material is
ferromagnetic, exhibiting clear anisotropic magnetoresistance. This work, thus, reports the discovery of a unique material in which the electrical triggering of the electronic phase transition results in the onset of magnetism, in stark contrast to the
magnetic order suppression commonly observed in other metal-
insulator transition switching materials. We demonstrate that local focused ion beam irradiation provides new and exciting opportunities to engineer electronic and
magnetic functionalities that can find practical applications ranging from spintronics to neuromorphic hardware.
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All authors Nareg Ghazikhanian, Pavel Salev, Dayne Sasaki, Yayoi Takamura, Ivan K. Schuller
Soft Condensed Matter · Cross-listed from physics.bio-ph
Nascent biofilms on soft surfaces
Garima Rani, G. H. Philipp Nguyen, René Wittmann et al. (+2 more)
Soft surfaces, spanning vastly different environmental and biomedical settings, are frequently colonised by surface-associated bacteria. Yet, how soft surfaces govern bacterial dynamics and their self-organisation into colonies remains poorly understood. Using experiments and
agent-based modelling, we report the self-organisation of bacterial
cells into nascent biofilms on soft substrates. By tuning the elastic modulus over two orders of magnitude, we show that the colony morphology, spreading dynamics and collective behaviour depend on the substrate stiffness, wherein softer surfaces promote slowly expanding, geometrically anisotropic, multilayered colonies, while harder substrates drive rapid, isotropic expansion of bacterial monolayers before multilayer structures emerge. Supported a
cell mechanical model and two-dimensional
agent-based simulations, our results identify that anisotropic drag forces on soft substrates, emerging due to local deformations, underpin colony anisotropy and swift verticalisation. In contrast, reduced drag on hard surfaces allows rapid expansion of monolayers, thus delaying the transition to a multilayer structure. Surface compliance, a key but overlooked determinant of early-stage biofilm development, could be harnessed to engineer biofilm structures and dynamics for nature-inspired and biomedical applications.
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All authors Garima Rani, G. H. Philipp Nguyen, René Wittmann, Hartmut Löwen, Anupam Sengupta
Strongly Correlated Electrons
Theoretical perspectives on charge dynamics in high-temperature cuprate superconductors
Hiroyuki Yamase
We review recent theoretical progress on the charge dynamics of doped carriers in high-temperature cuprate
superconductors. Advances in this field have clarified that doped charges in cuprates exhibit remarkably rich collective behavior, governed by the combined effects of strong electronic correlations, the intrinsic layered
crystal structure, and long-range Coulomb interaction. First, the emergence of acousticlike plasmons has been firmly established through quantitative analyses of resonant inelastic x-ray scattering (RIXS) spectra based on the t-J-V model – an extension of the conventional t-J model that incorporates the layered
crystal structure and the long-range Coulomb interaction V. These acousticlike plasmons arise near the in-plane momentum q=(0,0) and possess characteristic energies far below the well-known ~ 1 eV optical plasmon. This behavior is found to be universal across both hole- and electron-doped cuprates, including multilayer systems. Second, in electron-doped cuprates, a pronounced tendency toward d-wave bond-charge order develops near q=(0.5pi, 0), as revealed by resonant x-ray scattering (RXS) and RIXS. As a result, the charge dynamics acquires a dual structure, in which low-energy bond-charge excitations coexist with relatively high-energy plasmons. Third, analogous signatures of charge-order tendency have also been reported in hole-doped cuprates. However, a direct application of the d-wave bond-charge-order framework fails to account for experimental observations. Similarly, the charge-stripe order in La-based cuprates remains unresolved within existing theoretical approaches. Assuming that mobile carriers behave in a largely universal manner across electron- and hole-doped systems, we discuss a possible scenario that may reconcile these diverse experimental findings.
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Strongly Correlated Electrons
Beyond on-site Hubbard interaction in charge dynamics of cuprate superconductors
Hiroyuki Yamase
In this review, we first present compelling evidence from resonant inelastic x-ray scattering data that highlights the significance of the long-range Coulomb interaction in cuprate charge dynamics, particularly around the in-plane momentum q=(0,0). We show that these experimental observations are well-captured by the layered t-J-V model, which extends the standard t-J framework to include the long-range Coulomb interaction V and the layered structure. This new perspective elucidates how charge dynamics renormalizes one-particle excitation properties, leading to several profound and often counterintuitive consequences. We demonstrate that the electron dispersion does not exhibit a sharp kink, and Landau quasiparticles persist in the low-energy limit despite a significant suppression of their spectral weight. We further show that while charge fluctuations alone cannot fully account for the pseudogap, they are a crucial component for understanding its formation. Additionally, we reveal that optical plasmon excitations generate fermionic quasiparticles, known as plasmarons, which give rise to a distinct, incoherent replica band. We argue that accurately describing these plasmonic effects requires a three-dimensional theoretical approach. This perspective on plasmon excitations may offer a critically new clue to a long-standing puzzle: why multi-layer cuprate
superconductors, containing more than two CuO2 layers per unit
cell, consistently exhibit a higher critical temperature Tc than their single-layer counterparts. Finally, we review the
spin-fluctuation mechanism of superconductivity suffers from the "self-restraint effect" and show how important the screened Coulomb interaction is in the
spin-fluctuation mechanism to realize high-Tc superconductivity.
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Strongly Correlated Electrons
Chirality-selective topological magnon phase transition induced by interplay of anisotropic exchange interactions in honeycomb ferromagnet
Jin-Yu Ni, Xia-Ming Zheng, Peng-Tao Wei et al. (+2 more)
A variety of distinct anisotropic exchange interactions commonly exist in one
magnetic material due to complex
crystal,
magnetic and orbital
symmetries. Here we investigate the effects of multiple anisotropic exchange interactions on topological
magnon in a honeycomb ferromagnet, and find a chirality-selective topological
magnon phase transition induced by a complicated interplay of Dzyaloshinsky-Moriya interaction (DMI) and pseudo-dipolar interaction (PDI), accompanied by the bulk gap close and reopen with
chiral inversion. Moreover, this novel topological phase transition involves band inversion at high
symmetry points $K$ and $K'$, which can be regarded as a pseudo-orbital reversal, i.e.
magnon valley degree of freedom, implying a new manipulation corresponding to a sign change of the
magnon thermal
Hall conductivity. Indeed, it can be realized in 4$d$ or 5$d$ correlated materials with both
spin-orbit coupling and orbital localized states, such as iridates and ruthenates, etc. This novel regulation may have potential applications on
magnon devices and topological magnonics.
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All authors Jin-Yu Ni, Xia-Ming Zheng, Peng-Tao Wei, Da-Yong Liu, Liang-Jian Zou
Strongly Correlated Electrons
Exponential $U(1)$ Symmetry-Breaking Phase as a Disorder-Free Quantum Glass
Yu-Min Hu, Zhaoyu Han and Biao Lian
We study the phase diagram of a one-dimensional
spin quantum breakdown model, which has an exponential $U(1)$
symmetry with charge unit decaying as $2^{-j}$ with site position $j$. By exact diagonalization and density
matrix renormalization group, we show that the model with
spin $S\ge2$ exhibits an exponential $U(1)$ spontaneous
symmetry-breaking (SSB) phase dubbed a
quantum breakdown condensate. It exhibits a bulk gap violating the Goldstone
theorem, and an edge mode only on the left edge if in open boundary condition. In a length $L$
lattice, the condensate has $\mathcal{O}(2^L)$ number of SSB ground states originating from the $\mathcal{O}(2^L)$ number of exponential $U(1)$ charge sectors, leading to a finite
entropy density $\ln 2$. This enforces a first-order SSB phase transition into this phase, as observed numerically and verified in the large $S$ limit on an exactly solvable Rokhsar-Kivelson line. The condensate has an SSB order parameter being the local in-plane
spin, which points in angles related by the chaotic Bernoulli (dyadic) map and thus is effectively random. Moreover, we show the condensate exhibits nondecaying local autocorrelations, and does not have an off-diagonal long-range order. The
quantum breakdown condensate thus behaves as a disorder-free
quantum glass and is beyond the existing classifications of phases of matter.
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Mesoscale and Nanoscale Physics
A Cohomological Framework for Topological Phases from Momentum-Space Crystallographic Groups
T. R. Liu, Zheng Zhang and Y. X. Zhao
Crystallographic groups are conventionally studied in real space to characterize
crystal symmetries. Recent work has recognized that when these
symmetries are realized projectively, momentum space inherently accommodates nonsymmorphic
symmetries, thereby evoking the concept of momentum-space crystallographic groups (MCGs). Here, we reveal that the
cohomology of MCGs encodes fundamental data of crystalline topological band structures. Specifically, the collection of second
cohomology groups, $H^2(\Gamma_F,\mathbb{Z})$, for all MCGs $\Gamma_F$, provides an exhaustive classification of Abelian crystalline topological
insulators, serving as an effective approximation to the full crystalline topological classification. Meanwhile, the third
cohomology groups $H^3(\Gamma_F,\mathbb{Z})$ across all MCGs exhaustively classify all possible twistings of point-group actions on the Brillouin
torus, essential data for twisted equivariant K-theory. Furthermore, we establish the isomorphism $H^{n+1}(\Gamma_F,\mathbb{Z})\cong H^n\big(\Gamma_F,\operatorname{\mathcal{F}}(\mathbb{R}^d_F,U(1))\big)$ for $ n\ge 1$, where $\operatorname{\mathcal{F}}(\mathbb{R}^d_F,U(1))$ denotes the space of continuous $U(1)$-valued functions on the $d$D momentum space $\mathbb{R}^d_F$. The case $n=1$ yields a complete set of topological invariants formulated in purely algebraic terms, which differs fundamentally from the conventional formulation in terms of differential forms. The case $n=2$, analogously, provides a fully algebraic description for all such twistings. Thus, the cohomological theory of MCGs serves as a key technical framework for analyzing crystalline topological phases within the general setting of projective
symmetry.
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Disordered Systems and Neural Networks · Cross-listed from math-ph
The Loring–Schulz-Baldes Spectral Localizer Revisited
Gregory Berkolaiko, Jacob Shapiro and Beyer Chase White
The spectral localizer, introduced by Loring in 2015 and Loring and Schulz-Baldes in 2017, is a method to compute the (infinite volume) topological invariant of a
quantum Hamiltonian on $\ZZ^d$, as the signature of the (finite) localizer
matrix. We present a direct and elementary spectral-theoretic proof treating the $d=1$ and $d=2$ cases on an almost equal footing. Moreover, we re-interpret the localizer as a higher-dimensional topological
insulator via the bulk-edge correspondence.
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Materials Science
Spectroscopic Characterization of Metallocene Single Crystals Grown by Physical Vapor Transport Method
Ian B. Logue, Sandaruka Jayasooriya Arachchilage, Lance M. Griswold et al. (+8 more)
High-quality metallocene single
crystals with a low density of
impurities and high homogeneity were prepared using the physical vapor transport method. These
crystals were then characterized using various spectroscopic tools and X-ray diffraction.
Laser-induced breakdown spectroscopy confirmed the presence of metal ions in each freshly grown sample despite all these
crystals undergoing physical deformation with different lifetimes. X-ray diffraction analysis confirmed that all our metallocene single
crystals retained a monoclinic structure at room temperature. The vibrational properties of our metallocene
crystals were examined using Raman and
Fourier-transform infrared spectroscopy. The inter- and intra-ring vibrational modes, along with additional modes associated with the crystalline form, were identified as inherent vibrational properties of our metallocene single
crystals. Given the increasingly important role of metallocene in organic
solar cells, organic light-emitting displays and molecular
quantum systems, this research will enhance our understanding of the intrinsic physical properties of cleaner, more crystalline metallocene single
crystals.
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All authors Ian B. Logue, Sandaruka Jayasooriya Arachchilage, Lance M. Griswold, Moses B. Gaither-Ganim, Lincoln W. Weber, Robyn Cook, Stephen Hofer, Praveena Satkunam, Dipanjan Mazumdar, Poopalasingam Sivakumar, Bumsu Lee
Materials Science
Universal thermodynamic framework for quasi-van der Waals epitaxy
Renhong Liang, Mao Ye, Renkui Zheng et al. (+4 more)
van der Waals (vdW) epitaxy is conventionally regarded as a rotation-free and strain-free growth mode driven by weak, isotropic interactions, yet many interfaces paradoxically exhibit strictly locked orientations that defy standard surface-energy models. We resolve this inconsistency by establishing a unified quantitative framework for 2D-3D systems, in which strong electrostatic and chemical interactions compete with entropic forces. We introduce a two-tier descriptor set-the predictive index (I_pre) and the thermodynamic locking criterion (I_lock)-to quantify the energetic sufficiency for locked epitaxy. Our theory accurately predicted the competitive interactions at the interface within the 2D-3D system, precisely characterized whether the epitaxial layer underwent free growth or was constrained in a locked growth mode, demonstrating robust consistency with diverse experimental observations. This framework unifies orientation selection in 3D-on-2D films and rotational locking in 2D-on-3D layers within a single-phase diagram. Our work provides a generalizable, predictive route to controlling epitaxial orientation across a broad spectrum of layered
heterostructure
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All authors Renhong Liang, Mao Ye, Renkui Zheng, Jianhua Hao, Haitao Huang, Longlong Shu, Shanming Ke
Materials Science
Physics-informed Neural Network (PINN) to Predict Vibrational Stability of Inorganic Semiconductors
M. H. Zeb and M. Z. Kabir
We tackle the challenge of predicting vibrational stability in inorganic
semiconductors for high-throughput screening, an essential attribute for evaluating synthesizability alongside thermodynamic stability, frequently missing in prominent materials databases. We create a physics-informed neural network (PINN) that incorporates the Born stability requirements directly into its loss function. This integration is a key learning constraint since it only allows the model to make predictions that do not violate fundamental physics. The model shows consistent and improved performance, having been trained on a
dataset of 2112 inorganic materials with validated
phonon spectra, and getting an F1-score of 0.83 for both stable and unstable classes. The model shows an AUC-ROC of 0.82 on a
benchmark dataset of 1296 materials. Our PINN surpasses the best models in comparative tests, especially when it comes to accurately identifying unstable materials, which is crucial for a stability filter. This work offers a comprehensive screening tool for identifying materials and a methodology for incorporating domain knowledge to enhance predictive accuracy in materials informatics.
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Materials Science
Toward Generalizable Surrogate Models for Molecular Dynamics via Graph Neural Networks
Judah Immanuel, Avik Mahata and Aniruddha Maiti
We present a graph neural network (GNN) based surrogate framework for molecular dynamics simulations that directly predicts atomic displacements and learns the underlying
evolution operator of an atomistic system. Unlike conventional molecular dynamics, which relies on repeated force evaluations and numerical time integration, the proposed surrogate model propagates atomic configurations forward in time without explicit force computation. The approach represents atomic environments as graphs and combines message-passing layers with
attention mechanisms to capture local coordination and many-body interactions in metallic systems. Trained on classical molecular dynamics trajectories of bulk aluminum, the surrogate achieves sub angstrom level accuracy within the training horizon and exhibits stable behavior during short- to mid-horizon temporal extrapolation. Structural and dynamical fidelity are validated through agreement with reference radial distribution functions and mean squared displacement trends, demonstrating that the model preserves key physical signatures beyond pointwise coordinate accuracy. These results establish GNN-based surrogate integrators as a promising and computationally efficient complement to traditional molecular dynamics for accelerated atomistic simulations within a validated regime.
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Materials Science
Temperature and Pressure Dependent Vibrational Properties of Pristine and Doped Vacancy-Ordered Double Perovskite
Aalok Tiwari, Karamjyoti Panigrahi, Mrinmay Sahu et al. (+2 more)
Understanding
lattice dynamics and structural transitions in vacancy-ordered double perovskites is crucial for developing lead-free optoelectronic materials, yet the role of dopants in modulatingthese properties remains poorly understood. We investigate the vibrational and optical properties of pristine and Antimony(Sb)-doped Cs$_2$TiCl$_6$ vacancy-ordered double perovskite through temperature-dependent Raman spectroscopy (4-273 K), high-pressure studies (0- \~30 GPa), ambient powder XRD, and photoluminescence measurements. Sb doping improves phase purity, reducing
impurity-related Raman modes present in pristine samples. Most notably, Sb-doped samples exhibit an anomalous Raman mode M$_1$ appearing exclusively below 100 K at 314-319 cm$^{-1}$, accompanied by changes in the temperature coefficient $\chi$ and anharmonic constant $A$ across this threshold. This behavior is absent in pristine Cs$_2$TiCl$_6$. While these observations suggest possible structural changes at low temperature, the origin of the M$_1$ mode remains unclear and may arise from disorder-activated vibrations,
symmetry breaking, or dopant-induced local distortions. Low-temperature structural characterization is needed to confirm the nature of this transition. Photoluminescence shows broad self-trapped
exciton emission at 448 nm with broader FWHM in Sb-doped samples (164.73 nm) compared to Bi-doped samples (138.2 nm), consistent with enhanced structural disorder. High-pressure Raman measurements reveal continuous mode hardening to 30 GPa with no phase transitions. These results demonstrate that Sb doping modulates the vibrational properties of Cs$_2$TiCl$_6$, though further investigation is required to establish the underlying mechanisms.
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All authors Aalok Tiwari, Karamjyoti Panigrahi, Mrinmay Sahu, Sayan Bhattacharyya, Goutam Dev Mukherjee
Statistical Mechanics · Cross-listed from hep-th
Unitary and Nonunitary A-D-E minimal models: Coset graph fusion algebras, defects, entropies, SREEs and dilogarithm identities
Paul A. Pearce, Jared Heymann and Thomas Quella
We consider both
unitary and nonunitary A-D-E minimal models on the cylinder with topological defects along the non-contractible cycle of the cylinder. We define the coset graph $A \otimes G/\mathbb{Z}_2$ and argue that it encodes not only the (i) coset graph fusion
algebra, but also (ii) the Affleck-Ludwig boundary g-factors; (iii) the defect g-factors (
quantum dimensions) and (iv) the relative
symmetry resolved
entanglement entropy. By studying A-D-E restricted solid-on-solid models, we find that these boundary conformal field theory structures are also present on the
lattice: defects (seams) are implemented by face weights with special values of the spectral parameter. Integrability allows the study of
lattice transfer
matrix T- and Y-system functional equations to reproduce the fusion
algebra of defect lines. The effective central charges and conformal weights are expressed in terms of dilogarithms of the braid and bulk asymptotics of the Y-system expressed in terms of the
quantum dimensions.
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