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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

Complex Hadamard matrices H of order 6 are characterized in a novel manner, according to the presence/absence of order 2 Hadamard submatrices. It is shown that if there exists one such submatrix, H is equivalent to a Hadamard matrix where…

Mathematical Physics · Physics 2013-06-12 Bengt R. Karlsson

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

It is shown that a normalized complex Hadamard matrix of order $6$ having three distinct columns, each containing at least one $-1$ entry necessarily belongs to the transposed Fourier family, or to the family of $2$-circulant complex…

Combinatorics · Mathematics 2024-10-07 Ákos K. Matszangosz , Ferenc Szöllősi

We investigate the number of real entries of an $n\times n$ complex Hadamard matrix (CHM). We analytically derive the numbers when $n=2,3,4,6$. In particular, the number can be any one of $0-22,24,25,26,30$ for $n=6$. We apply our result to…

Mathematical Physics · Physics 2019-04-24 Mengfan Liang , Mengyao Hu , Yize Sun , Lin Chen

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

Characterizing the $6\times 6$ complex Hadamard matrices (CHMs) is an open problem in linear algebra and quantum information. In this paper, we investigate the eigenvalues and eigenvectors of CHMs. We show that any $n\times n$ CHM with…

Quantum Physics · Physics 2024-08-21 Mengfan Liang , Lin Chen

A three-parameter family of complex Hadamard matrices of order 6 is presented. It significantly extends the set of closed form complex Hadamard matrices of this order, and in particular contains all previously described one- and…

Mathematical Physics · Physics 2013-06-12 Bengt R. Karlsson

A new method of obtaining a sequence of isolated complex Hadamard matrices (CHM) for dimensions $N\geqslant 7$, based on block-circulant structures, is presented. We discuss, several analytic examples resulting from a modification of the…

Quantum Physics · Physics 2023-05-24 Wojciech Bruzda

Cocyclic Hadamard matrices (CHMs) were introduced by de Launey and Horadam as a class of Hadamard matrices with interesting algebraic properties. \'O Cath\'ain and R\"oder described a classification algorithm for CHMs of order $4n$ based on…

Combinatorics · Mathematics 2019-07-18 Santiago Barrera Acevedo , Heiko Dietrich , Padraig O Cathain

In this paper we construct a new, previously unknown four-parameter family of complex Hadamard matrices of order 6, the entries of which are described by algebraic functions of roots of various sextic polynomials. We conjecture that the…

Operator Algebras · Mathematics 2014-02-26 Ferenc Szöllősi

Complex Hadamard matrices have received considerable attention in the past few years due to their appearance in quantum information theory. While a complete characterization is currently available only up to order 5 (in \cite{haagerup}),…

Classical Analysis and ODEs · Mathematics 2007-05-23 Máté Matolcsi , Ferenc Szöllősi

We use combinatorial and Fourier analytic arguments to prove various non-existence results on systems of real and complex unbiased Hadamard matrices. In particular, we prove that a complete system of complex mutually unbiased Hadamard…

Combinatorics · Mathematics 2012-01-04 Mate Matolcsi , Imre Z. Ruzsa , Mihaly Weiner

All complex Hadamard matrices in dimensions two to five are known. We use this fact to derive all inequivalent sets of mutually unbiased (MU) bases in low dimensions. We find a three-parameter family of triples of MU bases in dimension four…

Mathematical Physics · Physics 2010-08-09 Stephen Brierley , Stefan Weigert , Ingemar Bengtsson

One of the main goals of design theory is to classify, characterize and count various combinatorial objects with some prescribed properties. In most cases, however, one quickly encounters a combinatorial explosion and even if the complete…

Combinatorics · Mathematics 2012-04-24 Ferenc Szöllősi

We initiate a systematic study of triplets of mutually unbiased bases (MUBs). We show that in $\mathbb{C}^d$ each MUB-triplet is characterized by a $d\times d\times d$ object that we call a Hadamard cube. We describe the basic properties of…

Combinatorics · Mathematics 2025-07-22 Máte Matolcsi , Ákos K. Matszangosz , Dániel Varga , Mihály Weiner

We report on a search for mutually unbiased bases (MUBs) in 6 dimensions. We find only triplets of MUBs, and thus do not come close to the theoretical upper bound 7. However, we point out that the natural habitat for sets of MUBs is the set…

Constructions of Hadamard matrices from smaller blocks is a well-known technique in the theory of real Hadamard matrices: tensoring Hadamard matrices and the classical arrays of Williamson, Ito are all procedures involving smaller order…

Operator Algebras · Mathematics 2009-03-03 Ferenc Szöllősi

The notion of type of quadruples of rows is proven to be useful in the classification of Hadamard matrices. In this paper, we investigate Hadamard matrices with few distinct types. Among other results, the Sylvester Hadamard matrices are…

Combinatorics · Mathematics 2016-10-11 A. Mohammadian , B. Tayfeh-Rezaie

Constructing four six-dimensional mutually unbiased bases (MUBs) is an open problem in quantum physics and measurement. We investigate the existence of four MUBs including the identity, and a complex Hadamard matrix (CHM) of Schmidt rank…

Quantum Physics · Physics 2021-03-17 Mengyao Hu , Yize Sun , Lin Chen
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