High Energy Physics (Theory) · Cross-listed from gr-qc
Living on the Edge of Effective Field Theory: Near-Extremal Black Holes in Quadratic Gravity
Kelvin Ka-Ho Lam, Gary T. Horowitz and Nicolás Yunes
Near-extremal black holes can amplify higher-derivative corrections to general relativity, making them sharp probes of the perturbative control of gravitational effective field theory. We study this question in quadratic
gravity with a dynamical scalar degree of freedom, focusing on dynamical Chern-Simons and scalar Gauss-Bonnet
gravity. Using pseudospectral methods, we construct rapidly rotating exterior solutions at fixed surface
gravity and fixed horizon angular velocity, and follow this controlled family toward extremality. In dynamical Chern-Simons
gravity, the sequence approaches an asymptotically flat extremal exterior whose near-horizon limit agrees with the dynamical-Chern-Simons-deformed near-horizon extremal Kerr geometry and inherits its enhanced $SO(2,1)\times U(1)$
symmetry. In scalar Gauss-Bonnet
gravity, the same limiting procedure behaves differently: the scalar develops an unavoidable logarithmic singularity at the horizon, the exterior metric develops a small boundary layer near the horizon, and the scalar-Gauss-Bonnet-deformed near-horizon extremal solution is not connected to a regular asymptotically flat exterior. We then use
curvature invariants and tidal forces to diagnose the breakdown of the perturbative effective-field-theory expansion. We find that scalar
curvature invariants can remain finite at the horizon even when tidal forces measured by infalling observers diverge as inverse powers of the surface
gravity. These results separate distinct notions of effective-field-theory breakdown near extremality and provide a perturbative validity estimate that can be compared with current bounds on the dynamical Chern-Simons and scalar-Gauss-Bonnet couplings.
Read the full abstract ▾
High Energy Physics (Theory)
Machine-Learning Search for Lax Connections
Osamu Fukushima, Tomohiro Shigemura, Ryosuke Suda et al. (+2 more)
We apply a machine learning framework to search for Lax connections in two-dimensional non-linear sigma models using local current data. For the $SU(2)$ principal chiral model and the symmetric coset $S^2 = SU(2)/U(1)$, the method successfully recovers the full spectral-parameter families without using the known spectral curves as training targets. For the non-symmetric coset $T^{1,1}$, the optimization converges to reproducible low-loss maps that distill into a compact block-diagonal ansatz. However, analytic verification shows that this candidate is a “fake Lax” connection which satisfies on-shell flatness but fails to encode the two-dimensional equations of motion, whereas its point-particle reduction yields a genuine mechanical Lax pair. These results demonstrate that machine learning can effectively propose candidate ansätze and identify spectral structures, but low flatness loss alone does not certify genuine integrability, underscoring the necessity of analytic validation.
Read the full abstract ▾
All authors Osamu Fukushima, Tomohiro Shigemura, Ryosuke Suda, Norihiro Tanahashi, Kentaroh Yoshida
High Energy Physics (Theory) · Cross-listed from hep-lat
From One to Eight: Supersymmetry Restoration in Lattice 3D ${\cal N} = 4$ Super Yang–Mills
Dario van den Berg and Anosh Joseph
Topological twisting provides a powerful framework for constructing
lattice formulations of supersymmetric gauge theories. In three dimensions, a twisted version of ${\cal N} = 4$ super Yang–Mills theory can be discretized so that one nilpotent scalar supersymmetry is preserved exactly at nonzero
lattice spacing. The remaining seven supersymmetries are broken by
lattice artifacts of ${\cal O}(a)$, where $a$ is the
lattice spacing. An important question is whether these supersymmetries are automatically restored in the continuum limit $a \to 0$, or whether fine-tuning of the
lattice couplings is required. In this work, we derive the additional twisted supersymmetries by combining discrete $R$-
symmetries of the continuum theory with the action of the scalar supercharge. This construction suggests that restoration of rotational
symmetry in the continuum limit implies restoration of $R$-
symmetry, leading to an automatic enhancement to the full ${\cal N} = 4$ supersymmetry without further tuning. These results may enable nonperturbative
lattice studies of three-dimensional supersymmetric gauge theories relevant to string theory and mirror
symmetry.
Read the full abstract ▾
High Energy Physics (Theory)
Generalized comodule tube algebras for boundary and domain wall defects of (2+1)D topological order
Zhian Jia and Sheng Tan
The tube
algebra, which carries the structure of a $C^*$ weak Hopf
algebra, is a fundamental tool for characterizing topological excitations in topological phases. In this work, we generalize the tube
algebra framework to codimension-2 defects in $(2+1)$D gapped phases described by Turaev–Viro–Barrett–Westbury TQFTs, with particular emphasis on Levin–Wen string-net models. We show that such codimension-2 defects are described by a defect tube
algebra, which naturally carries the structure of a comodule
algebra over the weak Hopf tube
algebra associated with the topological excitations. Boundary and domain wall defects are then characterized by the representations of the corresponding boundary and domain wall defect tube
algebras. In particular, a domain wall defect tube
algebra can be regarded as a generalized Drinfeld double of the tube
algebras associated with the two adjacent boundary defects. More generally, for a domain wall joining $N$ bulk phases, the associated domain wall defect tube
algebra can be viewed as an $N$-tuple
algebra. This perspective extends naturally to general $k$-defects, namely codimension-2 defects joining $k$ codimension-1 defects, for which the resulting generalized tube
algebra carries the structure of a multicomodule
algebra.
Read the full abstract ▾
High Energy Physics (Theory) · Cross-listed from gr-qc
Multipolar static tidal response of Schwarzschild black holes in cubic gravity: a metric-action derivation of tidal running
Edilberto O. Silva
Static tidal Love numbers of four-dimensional Schwarzschild black holes vanish in general relativity, whereas higher-
curvature interactions can generate a nontrivial response. We investigate the parity-even cubic Weyl correction directly in metric variables and derive the electric, static response for every integer multipole $\ell \geq 2$. Organizing the angular reduction through $L=\ell(\ell+1)$, we obtain exact radial actions and show that perturbative order reduction converts the three metric equations into a constrained two-dimensional first-order system. Eliminating one field yields a scalar equation whose homogeneous operator is precisely the general-relativistic static tidal operator. A Frobenius and Green-function analysis gives the gauge-invariant Zerilli–Moncrief running coefficient $\beta_{\ell}^{\rm ZM}=\epsilon_{\rm e}\,7L^{2}(L-2)^{2}(L-4)(L-6)/12$ and identifies the factor $L-6$ as the reason why the quadrupole is the unique physical electric multipole without logarithmic running. We solve the quadrupole exactly, obtaining the fixed-integer branch ratio $-2400\,\epsilon_{\rm e}$ and explaining why it differs from the analytically continued canonical Love number $k_{2}^{E}=448\,\epsilon_{\rm e}$. For the octupole, we construct the complete horizon-regular global metric solution and exhibit the cancellation of horizon logarithms between the two Green-function channels. Finally, we derive the normalization map to the canonical electric beta functions and the corresponding running of finite-size worldline coefficients. The canonical result agrees with the modified-Teukolsky calculation, while the metric-action approach reveals the radial mechanism behind the exceptional quadrupole and provides the full metric reconstruction.
Read the full abstract ▾
High Energy Physics (Theory) · Cross-listed from astro-ph.CO
Coupled quintessence from an axion dark sector
Rayff de Souza, Edmund J. Copeland and Jailson Alcaniz
Recent observational data arising from the DESI collaboration has hinted at a possible departure from the standard $\Lambda$CDM cosmological model, preferring instead the presence of a dynamical dark energy component. Specifically, the associated equation of state of the dark energy features a crossing into the so-called phantom regime, which is challenging to accommodate in canonical single scalar-field scenarios. However, this behavior can be effectively described by an interacting dark sector, where the specific dark energy equation of state remains above the phantom divide whilst the dark matter component deviates from the standard cold dark matter
evolution. In this work, we explore this possibility in the context of an
axion dark sector, where both the dark energy and dark matter are represented by two interacting
axion-like fields. We show that given the required mass hierarchy for these fields to play such roles, their dynamics can be effectively placed in the coupled quintessence framework, where their motion follows from a sourced continuity equation in the fluid description. In this regime, we perform a statistical analysis of this scenario with current data, finding that a sub-Planckian dark energy
axion decay constant stays well within the observational bounds without the need to fine-tune the associated field's initial conditions. We also perform a comparison with $\Lambda$CDM, where we find that the model provides a better fit to the data while staying competitive from a
Bayesian perspective.
Read the full abstract ▾
High Energy Physics (Theory) · Cross-listed from gr-qc
Newtonian Potential in Weyl Gravitoelectromagnetism
L. A. S. Evangelista and A. F. Santos
The gauge structure of the Weyl Gravitoelectromagnetic (GEM) formalism has been investigated, showing that although the theory admits additional propagating modes, only an effective
spin-2 sector contributes to physical observables. Building on this result, the formalism is applied to Bhabha scattering mediated by the tensor field $A_{\mu\nu}$, and the Newtonian gravitational potential is derived in the zero-temperature limit. Finite-temperature effects are incorporated through the Thermo Field Dynamics (TFD) formalism. While the Newtonian interaction is recovered at low temperatures, it becomes progressively suppressed in the high-temperature regime, revealing a thermal screening mechanism. The physical origin of this behavior and its possible dependence on the underlying scattering process are briefly discussed.
Read the full abstract ▾
High Energy Physics (Theory) · Cross-listed from astro-ph.CO
Is Dark Matter Really Matter?
Jun-Qian Jiang and Arman Shafieloo
In the standard model of cosmology, it is assumed that dark matter is pressureless with equation of state $w=0$ and dark energy has $w=-1$. We test these assumptions jointly using DESI DR2 distance measurements, including the recent Lyman-$\alpha$ full-shape Alcock-Paczynski (AP) information, DES
supernovae, and two complementary CMB treatment. When constant $w_{dm}$ and $w_{de}$ are varied together, we find $w_{dm}=0.000968^{+0.000501}_{-0.000496}$ and $w_{de}=-0.9380^{+0.0259}_{-0.0262}$ (68%). With an alternative CMB treatment that marginalizes over the
lensing spectrum, the corresponding constraints are $w_{dm}=0.000870^{+0.000408}_{-0.000410}$ and $w_{de}=-0.9353^{+0.0258}_{-0.0254}$. Both standard $\Lambda$CDM values are disfavored at approximately $2\sigma$ in the joint extension. Neither parameter departs significantly from its standard value when only that parameter is varied. This behavior arises because late-time distances favor $w_{de}>-1$, while maintaining the early-Universe physical matter density requires a compensating positive $w_{dm}$, which changes the mapping to the matter density today. Allowing dynamical dark energy further highlights the complexity of the situation: phantom crossing for dark energy makes $w_{dm}=0$ consistent with the data, whereas a positive $w_{dm}$ preference persists when crossing is forbidden. Interestingly, the Pad'e-$w$ parameterization that provides a flexible description of a class of quintessence models (with no phantom crossing), along with $w_{dm}$ free, is even mildly favored over the phantom-crossing $w_0w_a$ model according to both the best-fit $\chi^2$ and the DIC under both CMB treatments. One can conclude that the apparent preference for phantom crossing may instead reflect deviations in the dark-matter sector rather than dark-energy dynamics alone. [abridged]
Read the full abstract ▾
High Energy Physics (Theory)
Quantum gravity around ultracold black holes from DSSYK
Francesca Mariani, Thomas G. Mertens, Jacopo Papalini et al. (+1 more)
We propose a
quantum description of the ultracold Reissner-Nordström de Sitter black hole via a specific flat space limit of the double-scaled SYK model. Fluctuations in this regime reduce to flat JT
gravity, which is ill-behaved as a
quantum system. We show that including the first subleading correction to the dilaton potential breaks the leading order Hagedorn degeneracy but does not resolve the structural problem. Finally, we leverage the gauged description of the sine dilaton
gravity model to propose a novel quantization of the near-horizon dynamics of ultracold black holes. This leads to a new proposal for the partition function where states in the asymptotics of the spectrum are suppressed dynamically, and features of a discretized spacetime arise. We obtain a non-perturbative low temperature behavior of the partition function, which is quite different than the cold and Nariai physics. Our result can be interpreted as a dynamical way to enforce
cosmic censorship on the
quantum system.
Read the full abstract ▾
All authors Francesca Mariani, Thomas G. Mertens, Jacopo Papalini, Thomas Tappeiner
High Energy Physics (Theory)
Quantization of Algebraic Varieties Defined by Casimir Polynomials via Matrix Regularization: Fuzzy $S^7$ and Beyond
Akifumi Sako
We study the quantization of algebraic varieties defined by equations involving Casimir
polynomials of compact semisimple Lie
algebras. The Casimir
polynomials belong to the Poisson center of the corresponding Lie-Poisson
algebra. For this purpose, we employ a recently developed
matrix regularization of Lie-Poisson
algebras. In particular, using its formulation based on reducible representations, we construct quantizations of these algebraic varieties through their decomposition into coadjoint orbits, including singular orbits. As a concrete example, we present the construction of fuzzy $S^7$ in detail.
Read the full abstract ▾
High Energy Physics (Theory)
Corrections to the Unruh Effect from Robin Boundary Conditions in Punctured Minkowski Spacetime
Nickolas P. Botta, João Paulo M. Pitelli and Ricardo A. Mosna
We consider a real massless scalar field in punctured Minkowski spacetime, endowed at the removed origin with the stable one-parameter family of Robin boundary conditions $G(0)-\beta G'(0)=0$, $\beta\geq0$. We obtain the boundary-induced part of the static ground-state Wightman function in closed form and study the response of a uniformly accelerated Unruh-DeWitt detector. The puncture breaks the boost
symmetry underlying the stationary Unruh response, so the boundary-induced pullback is nonstationary in proper time. The corresponding subtracted detector contribution can either enhance or suppress the ordinary Minkowski response and depends on the Robin parameter, the detector gap, and the portion of the trajectory sampled. For the unshifted, radially aligned trajectory studied in detail, we prove that the boundary-induced pullback is absolutely integrable in the two proper-time variables. Consequently, as the smooth interaction is extended over the full detector history, this contribution approaches a finite limit and remains $O(1)$, producing no additional term linear in the interaction duration. The formal Neumann limit is singular: the boundary-induced two-point function grows logarithmically because of an infrared singularity in the $s$-wave sector, and the numerical response exhibits growth consistent with this asymptotic behavior.
Read the full abstract ▾
High Energy Physics (Theory) · Cross-listed from quant-ph
Single-eigenstate test of eigenstate thermalization hypothesis via perturbed eigenstate quench
Zhouhao Guo and Jiaju Zhang
We propose and numerically validate an efficient single-eigenstate diagnostic for the eigenstate thermalization hypothesis (ETH) based on a perturbed eigenstate quench protocol. By introducing a weak random perturbation to an energy eigenstate to break its stationarity, we characterize the time-averaged subsystem
evolution speed as a function of the subsystem-to-total system size ratio. The diagnostic relies on a robust qualitative distinction: eigenstates satisfying ETH exhibit an S-shaped curve with a clear inflection point near half the system size, while ETH-violating eigenstates display a convex J-shaped profile. We
benchmark the criterion across paradigmatic one-dimensional
spin chains covering chaotic, integrable, many-body localized, and
quantum many-body scar regimes, obtaining full agreement with established thermalization phenomenology. Our method circumvents the need for explicit thermal ensemble construction, providing a robust, experimentally feasible probe of eigenstate thermalization at the single-eigenstate level.
Read the full abstract ▾
High Energy Physics (Theory)
Wavefunctions of AdS$_3$ Universes and $T\bar{T}$-deformed Torus Partition Functions
Shinji Hirano
We study wavefunctions of
quantum gravity in asymptotically AdS$_3$ spacetimes and their relation to $T\bar{T}$-deformed
torus partition functions. We show that the deformed partition function is given by an invertible integral transform of bulk wavefunctions, with a kernel encoding the relation between the $T\bar{T}$ coupling and the radial or temporal coordinate in the bulk. The invertibility of the transform allows the bulk wavefunction to be reconstructed from the family of $T\bar{T}$-deformed partition functions. In the CFT limit, the kernel effectively localizes at the asymptotic boundary, recovering the standard holographic relation in which the partition function on the
torus is determined by the boundary value of the bulk wavefunction. For finite deformation, the kernel shifts the effective holographic screen away from the asymptotic boundary and broadens it into a finite bulk region. A $T\bar{T}$-deformed partition function at fixed coupling corresponds to a finite-width bulk wavepacket centered around a radial or temporal location set by the deformation scale. In Euclidean signature, the construction arises naturally from wavefunctions of Rindler AdS$_3$, while after a double Wick rotation it admits a Lorentzian interpretation in terms of closed AdS$_3$
torus universes without asymptotic boundaries. Finally, we discuss the extension of the present construction to de Sitter
torus universes and its implications for de Sitter holography, and comment on possible generalizations to more general spatial
topologies and higher-dimensional spacetimes.
Read the full abstract ▾
High Energy Physics (Theory)
Probe Dependence of the Imaginary Part of HTEE
Mohammad Ali-Akbari
We investigate the holographic timelike
entanglement entropy (HTEE) in a five-dimensional anisotropic background, dual to a strongly coupled anisotropic
plasma. Using the complex extremal surface method, we compute the HTEE analytically in the high-temperature, small-anisotropy limit $aT \ll 1$. We consider two different orientations of the boundary timelike interval: one perpendicular to the anisotropy direction and one parallel to it. We find that the imaginary part of the HTEE is not a universal property of the geometry but depends sensitively on the orientation of the extremal surface relative to the anisotropy. This demonstrates that the imaginary part arising from the UV logarithmic divergence is a probe-dependent quantity. Our results suggest that the imaginary part of HTEE can serve as a diagnostic of the coupling between the extremal surface and the anisotropic degrees of freedom of the dual field theory.
Read the full abstract ▾
High Energy Physics (Theory)
On the Fermion Level Crossing in the Electroweak Instanton Background
P. E. Mogaddam and S. S. Gousheh
We investigate
fermion level crossing in the electroweak instanton background, taking into account the Euclidean-time dependence of the
fermion energy throughout our analysis, from the field equations to the spectral flow of
fermion energy levels. Modifying the standard
fermion ansatzes, we show that, irrespective of the model parameters, the duration over which the
fermion energy spectrum flows from one continuum to another corresponds to exactly one unit change in the Chern–Simons number of the instanton. We further demonstrate that incorporating this time dependence is essential for establishing a one-to-one correspondence between the number of
fermion zero modes and the instanton winding number, providing a numerical confirmation of the index
theorem in the context of instanton backgrounds.
Read the full abstract ▾
High Energy Physics (Theory) · Cross-listed from hep-ph
A large size of the pion-like excitations in the stringy fluid above $T_{ch}$ is model independent and required by current algebra
L. Ya. Glozman
Multiple
lattice evidences support the existence of a confining but chirally symmetric stringy fluid regime of QCD above the chiral
symmetry restoration temperature at T_{ch} ~ 155 MeV. This regime is characterized by an approximate chiral
spin symmetry and its extensions which means that the propagating excitations represent the chirally symmetric
quarks connected into color singlets by the chromoelectric string. Clear \pi,\pi' peaks above T_{ch} were extracted on the
lattice from the spatial and temporal correlators, which become broader with temperature and disappear roughly at $3T_{ch}$. The
meson-like excitations above T_{ch} were studied within the manifestly confining and chirally symmetric model. It has been demonstrated that the chiral
symmetry restoration in the confining regime happens because of Pauli blocking of the levels, required for the existence of the
quark condensate, by the thermal
quark excitation. The same Pauli blocking leads to a huge swelling of the low-
spin mesons above T_{ch} which become infinitely large in the chiral limit. This property should be crucial for the explanation of the high collectivity and a very small mean-free path of the constituents above $T_{ch}$ seen experimentally. Here we demonstrate that the swelling of pions above T_{ch} is a model-independent effect required by current
algebra.
Read the full abstract ▾
High Energy Physics (Theory)
Critical and multicritical Kasner scaling in holographic phase transitions
Ling-Long Gao, Yan Liu and Hong-Da Lyu
We study how holographic phase transitions imprint their scaling laws on the local Kasner geometry inside Einstein-scalar black holes. At fixed double-trace coupling, we derive the near-critical scaling of the deviation of the first-epoch Kasner exponent from the Schwarzschild value: $p_t^{(1)}+\frac{1}{3} \propto O^2 \propto (T_c-T)^{1/r}$, where $O$ denotes the boundary condensate and $r$ labels ordinary criticality ($r=1$), tricriticality ($r=2$), and higher multicriticality ($r\geq3$). A super-exponential scalar potential generates a sequence of Kasner epochs separated by scalar-field bounces. We further find that any later epoch that can be tracked continuously across the transition inherits the same temperature exponent, while its coefficient depends on the epoch. Numerical solutions confirm these predictions for the ordinary and tricritical cases. Finally, we show analytically that the leading irrelevant exponent of the infrared fixed point governs the low-temperature Kasner scaling, and verify the resulting scaling numerically for the first Kasner exponent.
Read the full abstract ▾
High Energy Physics (Theory) · Cross-listed from gr-qc
Masking Black Hole Spin with a Modified Chaplygin Gas Envelope: Radiative Degeneracies from a Phenomenological Three-Region Spacetime
Sandip Dutta
Theoretical interpretations of horizon-scale observations often rely on the idealized assumption of an isolated
vacuum Kerr geometry. However, astrophysical black holes are expected to be embedded within dense dark matter distributions that can modify the local spacetime geometry. In this work, we propose a theoretical framework to model a rotating compact object surrounded by a bounded dark matter envelope governed by a Modified Chaplygin Gas (MCG) equation of state. To ensure strict adherence to the Einstein Field Equations, we construct a piece-wise, three-region spacetime using a fully coupled Tolman-Oppenheimer-Volkoff (TOV) integration, allowing the fluid's pressure to taper naturally to zero and dynamically define the outer boundary. Rotation is introduced via a pressure-corrected Kerr-form ansatz where the temporal component is obtained directly from the integrated hydrostatic potential. Using this geometrically rigorous configuration, which explicitly evaluates the exact 4D equatorial metric determinant rather than relying on
vacuum approximations, we solve the circular equatorial geodesics and determine the innermost stable circular orbit (ISCO). Evaluating the thin
accretion disk thermodynamics via the Novikov-Thorne formalism reveals that the deep gravitational potential well of the MCG envelope acts as a strong driver for viscous dissipation, systematically shifting the peak thermal flux, effective temperature, and multi-colour blackbody spectral luminosity to higher energy bands. Furthermore, we identify a clear structural degeneracy: a static or slowly rotating black hole embedded in a dense MCG structure can elevate radiative efficiencies up to $\eta \approx 6.5\%$. This framework is presented as a structured proposal to quantify environmental systematic uncertainties in standard black hole
spin-estimation techniques.
Read the full abstract ▾
High Energy Physics (Theory)
Tensor Network Formulation of $\mathcal{PT}$-Symmetric Quantum Field Theory
Yasuyuki Hatsuda and Kengo Kikuchi
We develop a non-perturbative analytic tensor network formulation of $\mathcal{PT}$-symmetric scalar field theories defined on complex integration contours. Applying this formulation to the two-dimensional $\mathcal{PT}$-symmetric $\phi^4$ theory at negative quartic coupling, we derive an explicit analytic expression for the initial tensor and show that its components separate into even and odd sectors according to the parity of the sum of the tensor indices. We further formulate the theory on an alternative complex contour and analytically establish, in arbitrary dimensions, an exact finite-volume relation between the
lattice partition function defined on this contour and the real part of the analytic continuation of the Hermitian
lattice $\phi^4$ partition function to negative quartic coupling.
Read the full abstract ▾
High Energy Physics (Theory)
Wilson surface correlator in AdS/CFT
Andreas Gustavsson
We use the AdS/CFT correspondence to show that for two spherical Wilson surfaces, both in the fundamental representation of $SU(N)$ gauge group, in the six-dimensional $(2,0)$ theory, in the large $N$ limit there is a first order Gross-Ooguri phase transition at a certain critical separation distance that we obtain numerically.
Read the full abstract ▾
High Energy Physics (Theory) · Cross-listed from cond-mat.str-el
Quantized topological invariant of symmetry-projected Gibbs states
Weiguang Cao and Haruki Watanabe
We study Gibbs states projected onto the symmetric sector of contractible one-form
symmetries. In a three-dimensional cluster-model interpolation, this projection stabilizes
symmetry-protected topological and projected-paramagnetic phases, both sharply distinct from thermal disorder. A flux-twisted membrane invariant distinguishes these three phases by the values $-1,+1,0$, respectively. These values are exact on the endpoint, self-dual, zero-temperature, and infinite-temperature lines; elsewhere their quantization requires positive spatial-sheet, winding-line, and interface tensions.
Quantum Monte Carlo supports the quantization through tension diagnostics and direct finite-size estimates.
Read the full abstract ▾