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We examine the Kac-Schwarz problem of specification of point in Grassmannian in the restricted case of gap-one first-order differential Kac-Schwarz operators. While the pair of constraints satisfying $[{\cal K}_1,W] = 1$ always leads to…

High Energy Physics - Theory · Physics 2009-10-30 M. Adler , A. Morozov , T. Shiota , P. van Moerbeke

We derive the discrete linear systems associated to multi--matrix models, the corresponding discrete hierarchies and the appropriate coupling conditions. We also obtain the $W_{1+\infty}$ constraints on the partition function. We then apply…

High Energy Physics - Theory · Physics 2015-06-26 L. Bonora , C. S. Xiong

We present the irregular matrix model which has contains $\mathcal{W}_3$ and Virasoro symmetry. The irregular matrix model is obtained using the colliding limit of the Toda field theories and produces the inner product between irregular…

High Energy Physics - Theory · Physics 2016-02-17 Sang Kwan Choi , Chaiho Rim

We develop methods for systematic construction of superintegrable polynomials in matrix/eigenvalue models. Our consideration is based on a tight connection of superintegrable property of Gaussian Hermitian model and $W_{1 + \infty}$ algebra…

High Energy Physics - Theory · Physics 2025-03-12 Batukhan Azheev , Nikita Tselousov

This article studies two notions of generalized matroid representations motivated by algorithmic information theory and cryptographic secret sharing. The first (entropic representability) involves discrete random variables, while the second…

Combinatorics · Mathematics 2026-05-28 Lukas Kühne , Geva Yashfe

A direct relation between the conformal formalism for 2d-quantum gravity and the W-constrained KP hierarchy is found, without the need to invoke intermediate matrix model technology. The Kontsevich-Miwa transform of the KP hierarchy is used…

High Energy Physics - Theory · Physics 2009-10-22 B. ~Gato-Rivera , A. ~M. ~Semikhatov

We derive an explicit formula for a restricted partition function P_n^m(s) with constraints making use of known expression for a restricted partition function W_m(s) without constraints

Combinatorics · Mathematics 2018-02-12 Leonid G. Fel

The review is devoted to the integrable properties of the Generalized Kontsevich Model which is supposed to be an universal matrix model to describe the conformal field theories with $c<1$. It is shown that the deformations of the…

High Energy Physics - Theory · Physics 2007-05-23 S. Kharchev

We give a simple derivation of the Virasoro constraints in the Kontsevich model, first derived by Witten. We generalize the method to a model of unitary matrices, for which we find a new set of Virasoro constraints. Finally we discuss the…

High Energy Physics - Theory · Physics 2009-10-22 David J. Gross , Michael J. Newman

With the recent success of representation learning methods, which includes deep learning as a special case, there has been considerable interest in developing representation learning techniques that can incorporate known physical…

Machine Learning · Computer Science 2021-09-10 Harsha Vardhan Tetali , Joel B. Harley , Benjamin D. Haeffele

Matrix integrals used in random matrix theory for the study of eigenvalues of Hermitian ensembles have been shown to provide $\tau$-functions for several hierarchies of integrable equations. In this article, we extend this relation by…

Exactly Solvable and Integrable Systems · Physics 2016-11-23 Stéphane Lafortune , Chun-Xia Li

In this letter we continue the development of $W$-representations. We propose several generalizations of the known models, such as the hypergeometric Hurwitz $\tau$-functions. We construct $W$-representations for multi-character expansions,…

High Energy Physics - Theory · Physics 2023-02-01 Lu-Yao Wang , V. Mishnyakov , A. Popolitov , Fan Liu , Rui Wang

On the basis of the collective field method, we analyze the Calogero--Sutherland model (CSM) and the Selberg--Aomoto integral, which defines, in particular case, the partition function of the matrix models. Vertex operator realizations for…

High Energy Physics - Theory · Physics 2009-10-28 H. Awata , Y. Matsuo , S. Odake , J. Shiraishi

Certain integrable hierarchies appearing in random matrix theory, enumerative geometry, and conformal field theory are governed by Virasoro/$W$-algebra constraints and their $W$-representations.Motivated by the Gaussian Hermitian…

Mathematical Physics · Physics 2026-02-05 Lu-Yao Wang

We consider the Itzykson-Zuber-Eynard-Mehta two-matrix model and prove that the partition function is an isomonodromic tau function in a sense that generalizes Jimbo-Miwa-Ueno's. In order to achieve the generalization we need to define a…

Exactly Solvable and Integrable Systems · Physics 2009-11-13 M. Bertola , O. Marchal

Schur functions are the common eigenfunctions of generalized cut-and-join operators which form a closed algebra. They can be expressed as differential operators in time-variables and also through the eigenvalues of auxiliary $N\times N$…

High Energy Physics - Theory · Physics 2022-06-07 A. Mironov , A. Morozov , A. Zhabin

We describe several algorithms for matrix completion and matrix approximation when only some of its entries are known. The approximation constraint can be any whose approximated solution is known for the full matrix. For low rank…

Numerical Analysis · Mathematics 2014-07-01 Gil Shabat , Yaniv Shmueli , Amir Averbuch

We present a new class of hermitian one-matrix models originated in the W-infinity algebra: more precisely, the polynomials defining the W-infinity generators in their fermionic bilinear form are shown to expand the orthogonal basis of a…

High Energy Physics - Theory · Physics 2009-11-07 Henry D. Herce , Guillermo R. Zemba

Given a set of integers W, the Partition problem determines whether W can be divided into two disjoint subsets with equal sums. We model the Partition problem as a system of polynomial equations, and then investigate the complexity of a…

Algebraic Geometry · Mathematics 2014-11-12 Susan Margulies , Shmuel Onn , Dmitrii Pasechnik

A partial matrix over a field $\mathbb{F}$ is a matrix whose entries are either an element of $\mathbb{F}$ or an indeterminate and with each indeterminate only appearing once. A completion is an assignment of values in $\mathbb{F}$ to all…

Combinatorics · Mathematics 2018-05-29 Alberto Borobia , Roberto Canogar