arXiv research

Quantum spin networks' tails are $q$-series linked to colored Jones polynomials.

Spin networks boost quantum algorithms solving SU(2) symmetric problems.

A spin network is a cubic ribbon graph labeled by representations of $\mathrm{SU}(2)$. Spin networks are important in various areas of Mathematics (3-dimensional Quantum Topology), Physics (Angular Momentum, Classical and Quantum Gravity) and Chemistry (Atomic Spectroscopy). The evaluation of a spin network is an integ…

TensorNetwork speeds up quantum spin chain calculations using GPU.

The Jones-Wenzl projectors play a central role in quantum topology, underlying the construction of SU(2) topological quantum field theories and quantum spin networks. We construct chain complexes whose graded Euler characteristic is the "classical" projector in the Temperley-Lieb algebra. We show that they are homotopy…

Spin networks are at the core of quantum gravity. Our aim is to plug the mathematical community at large into the procedures turn to create a finite quantum theory of general relativity. For this, because of the different cultural backgraund, we would like to change the tack: to relate discrete (combinatorial) objects …

A classical spin network consists of a ribbon graph (i.e., an abstract graph with a cyclic ordering of the vertices around each edge) and an admissible coloring of its edges by natural numbers. The standard evaluation of a spin network is an integer number. In a previous paper, we proved an existence theorem for the as…

New spin on Khovanov-Rozansky homology categorifies spin link polynomial.

Spin-opstrings from QMC simulations enable ML of quantum phases.

The goal of this paper is to exhibit a deep relation between the partition function of the Ising model on a planar trivalent graph and the generating series of the spin network evaluations on the same graph. We provide respectively a fermionic and a bosonic Gaussian integral formulation for each of these functions and …

Machine learning classifies phases of spin models using improved correlation configurations.

A reinforcement learning approach prepares quantum squeezed states in open spin systems.

Generative neural samplers estimate quantum spin system properties.

Modular categories are a well-known source of quantum 3-manifold invariants. In this paper we study structures on modular categories which allow to define refinements of quantum 3-manifold invariants involving cohomology classes or generalized spin and complex spin structures. A crucial role in our construction is play…

We show that the Hilbert space formed from a block spin renormalization construction of a cyclic quantum spin chain (based on the Temperley-Lieb algebra) does not support a chiral conformal field theory whose Hamiltonian generates translation on the circle as a continuous limit of the rotations on the lattice.

A quantum field theory for Spin(7)-instantons derived from moduli spaces.

New method interprets quantum many-body snapshots for phase detection.

In a previous paper we constructed classical spin Chern-Simons for any compact Lie group $G$: a gauge theory whose action depends on the spin structure of the 3-manifold. Here we apply geometric quantization to the classical Hamiltonian theory and investigate the formal properties of the partition function in the Lagra…

Covariant formulation of Barbero-Immirzi connections for spin manifolds.

We propose a formulation of a Lorentzian quantum geometry based on the framework of causal fermion systems. After giving the general definition of causal fermion systems, we deduce space-time as a topological space with an underlying causal structure. Restricting attention to systems of spin dimension two, we derive th…

Quantum computing aids in predicting financial crashes.

Quantum map counts BPS states in special theories.

Quantum invariant constructed for sutured 3-manifolds using Hopf superalgebra.

Invariants of 3-manifolds from a non semi-simple category of modules over a version of quantum sl(2) were obtained by the last three authors in [arXiv:1404.7289]. In their construction the quantum parameter $q$ is a root of unity of order $2r$ where $r>1$ is odd or congruent to $2$ modulo $4$. In this paper we consider…

Quantum strategy optimizes wealth growth in a double-or-nothing game.

New quantum integrals discovered for a spin chain model.

Developed a message-passing algorithm for simulating nonstoquastic Hamiltonians in quantum annealing.

Study classifies moduli spaces of spin connections on 3D homogeneous spaces.

We propose a method for determining the spins of BPS states supported on line defects in 4d $\mathcal{N}=2$ theories of class S. Via the 2d-4d correspondence, this translates to the construction of quantum holonomies on a punctured Riemann surface $\mathcal{C}$. Our approach combines the technology of spectral networks…

Neural-Network Quantum States have been recently introduced as an Ansatz for describing the wave function of quantum many-body systems. We show that there are strong connections between Neural-Network Quantum States in the form of Restricted Boltzmann Machines and some classes of Tensor-Network states in arbitrary dime…

Quantum systems on coadjoint orbits yield spectra matching Dolbeault and de Rham indices.

Efficiently predicts long-time dynamics of quantum spin models using MLP regression.

Study quantum diffusion on spectral triples and spinor bundles.

We introduce the stack of r-spin maps. These are stable maps into a variety V from n-pointed algebraic curves of genus g, with the additional data of an r-spin structure on the curve. We prove that this stack is a Deligne-Mumford stack, and we define analogs of the Gromov-Witten classes associated to these spaces. We s…

Proposes qIS for quantum generative models, extending classical inception score.

The abstract discusses financial irreversibility using quantum mechanics and projective geometry.

New pseudo-Hermitian models from non-semisimple TQFTs.

Quantum theory of curved tetrahedrons yields quantum group intertwiners.

We give a review of the quantum singularity theory of Fan-Jarvis-Ruan and the r-spin theory of Jarvis-Kimura-Vaintrob and describe the work of Abramovich-Jarvis showing that for the singularity A_{r-1} = x^r the stack of A_{r-1}-curves of is canonically isomorphic to the stack of r-spin curves. We prove that the A_{r-1…

Study fermionic theories, their anomalies, and modular transformations.

New method stabilizes quantum ergodicity for mixed quantization and partial hyperbolicity.

Quantum Teichmüller theory solved by linking Bonahon-Wong trace and Gabella's solution.

Method learns topological states from randomized measurements.

A treatment of the spin-statistics relation in nonrelativistic quantum mechanics due to Berry and Robbins [Proc. R. Soc. Lond. A (1997) 453, 1771-1790] is generalised within a group-theoretical framework. The construction of Berry and Robbins is re-formulated in terms of certain locally flat vector bundles over n-parti…

The generalized Legendre transform method of Lindstrom and Rocek yields hyperkaehler metrics from holomorphic functions. Its main ingredients are sections of ${\cal O}(2j)$ bundles over the twistor space satisfying a reality condition with respect to antipodal conjugation on the hyperkaehler sphere of complex structure…

Constructs dg categories from surfaces using Khovanov homology.

We define a Khovanov homotopy type for $sl_2(\mathbb{C})$ colored links and quantum spin networks and derive some of its basic properties. In the case of $n$-colored B-adequate links, we show a stabilization of the homotopy types as the coloring $n\rightarrow\infty$, generalizing the tail behavior of the colored Jones …

New method for QPT without needing to know or prepare specific input states.