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We study the problem of constructing mutually unbiased bases in dimension six. This approach is based on an efficient numerical method designed to find solutions to the quantum state reconstruction problem in finite dimensions. Our…

Quantum Physics · Physics 2013-04-24 D. Goyeneche

The purpose of this paper is to introduce new parametric families of complex Hadamard matrices in two different ways. First, we prove that every real Hadamard matrix of order N>=4 admits an affine orbit. This settles a recent open problem…

Combinatorics · Mathematics 2007-05-23 Ferenc Szöllosi

Finding four six-dimensional mutually unbiased bases (MUBs) containing the identity matrix is a long-standing open problem in quantum information. We show that if they exist, then the $H_2$-reducible matrix in the four MUBs has exactly nine…

Quantum Physics · Physics 2021-10-29 Xiaoyu Chen , Mengfan Liang , Mengyao Hu , Lin Chen

We construct new, previously unknown parametric families of complex conference matrices and of complex Hadamard matrices of square orders and related them to complex equiangular tight frames.

Combinatorics · Mathematics 2014-09-22 Boumediene Et-Taoui

A family of two-unitary complex Hadamard matrices (CHM) stemming from a particular matrix, of size $36$ is constructed. Every matrix in this orbit remains unitary after operations of partial transpose and reshuffling which makes it a…

Quantum Physics · Physics 2024-05-24 Wojciech Bruzda , Karol Życzkowski

Complex Hadamard matrices (CHMs) are intimately related to the number of distinct matrix elements. We investigate CHMs containing exactly three distinct elements, which is also the least number of distinct elements. In this paper, we show…

Quantum Physics · Physics 2024-12-03 Yanzu Huang , Mengfan Liang , Lin Chen

We present a detailed computational and algebraic study of Mutually Unbiased Bases (MUBs) in finite-dimensional Hilbert spaces, with a particular focus on dimensions 2, 3, 4, and the challenging case of 6. Starting from the Hadamard-phase…

Quantum Physics · Physics 2026-04-03 Jean-Christophe Pain

The complete classification of $6\times 6$ complex Hadamard matrices (CHMs) is a long-standing open problem. In this paper we investigate a series of CHMs, such as the CHMs containing a $2\times 3$ submatrix with rank one, the CHMs…

Mathematical Physics · Physics 2021-10-26 Mengfan Liang , Lin Chen , Fengyue Long , Xinyu Qiu

We introduce a construction that, given a pair (u,v) of complex Hadamard matrices of the same order, generates infinitely many biunitary matrices of varying (and distinct) orders. As a key application, this framework yields nested sequences…

Operator Algebras · Mathematics 2026-01-16 Keshab Chandra Bakshi , Satyajit Guin , Guruprasad

Six non-affine 3-parameter families of complex Hadamard matrices of order 8 are presented. These families contain Hadamard matrices that are not equivalent to any previously known Hadamard matrices in the literature. Each family arises from…

Combinatorics · Mathematics 2025-06-25 Tuomo Valtonen

A complete classification of quaternary complex Hadamard matrices of orders 10, 12 and 14 is given, and a new parametrization scheme for obtaining new examples of affine parametric families of complex Hadamard matrices is provided. On the…

Combinatorics · Mathematics 2012-04-24 Pekka H. J. Lampio , Ferenc Szöllősi , Patric R. J. Östergård

We exhibit an infinite family of {\it triplets} of mutually unbiased bases (MUBs) in dimension 6. These triplets involve the Fourier family of Hadamard matrices, $F(a,b)$. However, in the main result of the paper we also prove that for any…

Quantum Physics · Physics 2015-05-13 P. Jaming , M. Matolcsi , P. Móra , F. Szöllősi , M. Weiner

Balancedly splittable Hadamard matrices are introduced and studied. A connection is made to the Hadamard diagonalizable strongly regular graphs, maximal equiangular lines set, and unbiased Hadamard matrices. Several construction methods are…

Combinatorics · Mathematics 2018-10-18 Hadi Kharaghani , Sho Suda

Although Hadamard matrices have been investigated since the nineteenth century, relatively little is known about their higher-dimensional analogues. In this paper, we introduce two constructions of Hadamard hypercubes. The first…

Combinatorics · Mathematics 2026-05-19 Amin Bahmanian , Sho Suda

We construct Hadamard matrices of orders 4x251 = 1004 and 4x631 = 2524, and skew-Hadamard matrices of orders 4x213 = 852 and 4x631 = 2524. As far as we know, such matrices have not been constructed previously. The constructions use the…

Combinatorics · Mathematics 2014-06-13 Dragomir Z. Djokovic , Oleg Golubitsky , Ilias S. Kotsireas

Complex Hadamard matrices, consisting of unimodular entries with arbitrary phases, play an important role in the theory of quantum information. We review basic properties of complex Hadamard matrices and present a catalogue of inequivalent…

Quantum Physics · Physics 2007-05-23 Wojciech Tadej , Karol Zyczkowski

We construct many symmetric Hadamard matrices of small order by using the so called propus construction. The necessary difference families are constructed by restricting the search to the families which admit a nontrivial multiplier. Our…

Combinatorics · Mathematics 2024-01-23 N. A. Balonin , D. Z. Djokovic

We give a new construction of the outer automorphism of the symmetric group on six points. Our construction features a complex Hadamard matrix of order six containing third roots of unity and the algebra of split quaternions over the real…

Combinatorics · Mathematics 2018-05-04 Neil Gillespie , Padraig Ó Catháin , Cheryl Praeger

Let $q$ be a prime power of the form $q=12c^2+4c+3$ with $c$ an arbitrary integer. In this paper we construct a difference family with parameters $(2q^2;q^2,q^2,q^2,q^2-1;2q^2-2)$ in ${\mathbb Z}_2\times ({\mathbb F}_{q^2},+)$. As a…

Combinatorics · Mathematics 2019-07-08 Ka Hin Leung , Koji Momihara , Qing Xiang

Unit derived schemes applied to Hadamard matrices are used to construct and analyse linear block and convolutional codes. Codes are constructed to prescribed types, lengths and rates and multiple series of self-dual, dual-containing, linear…

Information Theory · Computer Science 2025-12-09 Ted Hurley