Assoc. Prof.AMMAR DAŞKIN


Faculty of Engineering and Natural Sciences , Computer Engineering

Computer Software


Research Areas: algorithms, Quantum Cryptography, Quantum Calculation, Artificial Intelligence, Computer Learning and Pattern Recognition, Optimization


Names in Publications: Anmer Daskin

Biography

My research interest lies mainly in the field of quantum computation, information and algorithms and their applications in data science, bioinformatics and chemistry.  The topics include finding numerical methods and matrix algorithms for mapping algorithms and computations to quantum circuits, efficiently; designing quantum algorithms for matrix computations and optimization; designing algorithms for processing high dimensional data on quantum computers; testing and optimizing quantum machine learning models for near term quantum computers and their applications to data science problems. 

Education Information

2009 - 2014

2009 - 2014

Doctorate

Purdue University, Dept. Of Computer Science, United States Of America

2009 - 2011

2009 - 2011

Postgraduate

Purdue University, dept. of computer science, United States Of America

2002 - 2007

2002 - 2007

Undergraduate

Erciyes University, Bilgisayar Mühendisliği Bölümü, Turkey

Dissertations

2014

2014

Doctorate

Quantum Circuit Design Methods and Applications

Purdue University, Computer Science, Computer Science

Research Areas

algorithms, Quantum Cryptography, Quantum Calculation, Artificial Intelligence, Computer Learning and Pattern Recognition, Optimization

Academic Titles / Tasks

2015 - Continues

2015 - Continues

Assistant Professor

Istanbul Medeniyet University, Faculty Of Engineering And Natural Sciences , Computer Engineering

Managerial Experience

2020 - Continues

2020 - Continues

Head of Department

Istanbul Medeniyet University, Faculty Of Engineering And Natural Sciences , Computer Engineering

2017 - 2020

2017 - 2020

Deputy Head of Department

Istanbul Medeniyet University, Faculty Of Engineering And Natural Sciences , Computer Engineering

Published journal articles indexed by SCI, SSCI, and AHCI

2021

2021

Combinatorial optimization through variational quantum power method

DAŞKIN A.

QUANTUM INFORMATION PROCESSING, vol.20, no.10, 2021 (Peer-Reviewed Journal) identifier identifier

2020

2020

The quantum version of the shifted power method and its application in quadratic binary optimization

DAŞKIN A.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.28, no.4, pp.2088-2095, 2020 (Peer-Reviewed Journal) identifier identifier

2019

2019

Context-aware quantum simulation of a matrix stored in quantum memory

DAŞKIN A., Bian T., Xia R., Kais S.

QUANTUM INFORMATION PROCESSING, vol.18, no.12, 2019 (Peer-Reviewed Journal) Creative Commons License identifier identifier

2019

2019

Quantum computing methods for electronic states of the water molecule

Bian T., Murphy D., Xia R., Daşkın A., Kais S.

MOLECULAR PHYSICS, vol.117, pp.2069-2082, 2019 (Peer-Reviewed Journal) identifier identifier

2018

2018

A generalized circuit for the Hamiltonian dynamics through the truncated series

DAŞKIN A., Kais S.

QUANTUM INFORMATION PROCESSING, vol.17, no.12, 2018 (Peer-Reviewed Journal) Creative Commons License identifier identifier

2017

2017

An ancilla-based quantum simulation framework for non-unitary matrices

DAŞKIN A., Kais S.

QUANTUM INFORMATION PROCESSING, vol.16, no.1, 2017 (Peer-Reviewed Journal) Creative Commons License identifier identifier

2016

2016

Obtaining a linear combination of the principal components of a matrix on quantum computers

DAŞKIN A.

QUANTUM INFORMATION PROCESSING, vol.15, no.10, pp.4013-4027, 2016 (Peer-Reviewed Journal) Creative Commons License identifier identifier

2016

2016

Quantum eigenvalue estimation for irreducible non-negative matrices

Daskin A.

INTERNATIONAL JOURNAL OF QUANTUM INFORMATION, vol.14, no.1, 2016 (Peer-Reviewed Journal) Creative Commons License identifier identifier

2014

2014

Multiple network alignment on quantum computers

Daskin A., Grama A., Kais S.

QUANTUM INFORMATION PROCESSING, vol.13, no.12, pp.2653-2666, 2014 (Peer-Reviewed Journal) Creative Commons License identifier identifier

2014

2014

Quantum random state generation with predefined entanglement constraint

Daşkın A., Grama A., Kais S.

INTERNATIONAL JOURNAL OF QUANTUM INFORMATION, vol.12, no.5, 2014 (Peer-Reviewed Journal) Creative Commons License identifier

2014

2014

A universal quantum circuit scheme for finding complex eigenvalues

Daskin A., Grama A., Kais S.

QUANTUM INFORMATION PROCESSING, vol.13, no.2, pp.333-353, 2014 (Peer-Reviewed Journal) Creative Commons License identifier identifier

2012

2012

Universal programmable quantum circuit schemes to emulate an operator

Daskin A., Grama A., Kollias G., Kais S.

JOURNAL OF CHEMICAL PHYSICS, vol.137, no.23, 2012 (Peer-Reviewed Journal) Creative Commons License identifier identifier identifier

2012

2012

Quantum circuit design for solving linear systems of equations

Cao Y., Daskin A., Frankel S., Kais S.

MOLECULAR PHYSICS, vol.110, pp.1675-1680, 2012 (Peer-Reviewed Journal) Creative Commons License identifier identifier

2011

2011

Group leaders optimization algorithm

Daskin A., Kais S.

MOLECULAR PHYSICS, vol.109, no.5, pp.761-772, 2011 (Peer-Reviewed Journal) Creative Commons License identifier identifier

Articles Published in Other Journals

2020

2020

QUANTUM SPECTRAL CLUSTERING THROUGH A BIASED PHASE ESTIMATION ALGORITHM

DAŞKIN A.

TWMS JOURNAL OF APPLIED AND ENGINEERING MATHEMATICS, vol.10, no.1, pp.24-33, 2020 (Peer-Reviewed Journal) identifier

2018

2018

A quantum implementation model for artificial neural networks

Daskin A.

Quanta, vol.7, no.1, pp.7-18, 2018 (Peer-Reviewed Journal) Creative Commons License identifier

Refereed Congress / Symposium Publications in Proceedings

2018

2018

A Simple Quantum Neural Net with a Periodic Activation Function

Daşkin A.

IEEE International Conference on Systems, Man, and Cybernetics (SMC), Miyazaki, Japan, 7 - 10 October 2018, pp.2887-2891 identifier identifier

2016

2016

Quantum IsoRank: Efficient Alignment of Multiple Protein-Protein Interaction Networks

DAŞKIN A.

Uluslararası Bilgi​sayar Bilimleri ve Mühendisliği ​Konferansı (UBMK 2016), Tekirdağ, Turkey, 20 October 2016, pp.81-88

2016

2016

Quantum Circuit Implementations of the Direct Sum of Unitary Matrices

Daşkın A.

International Conference on Quantum Science and Applications, Eskişehir, Turkey, 25 May 2016, pp.79

2011

2011

Decomposition of unitary matrices for finding quantum circuits

DAŞKIN A., Kais S.

241st National Meeting and Exposition of the American-Chemical-Society (ACS), California, United States Of America, 27 - 31 March 2011, vol.241 identifier

Supported Projects

2016 - 2016

2016 - 2016

Üniter Matrislerin Toplamlarının Kuantum Devreleri ile Gerçekleştirilmesi

Project Supported by Higher Education Institutions

DAŞKIN A. (Executive)