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 - 2014Doctorate
Purdue University, Dept. Of Computer Science, United States Of America
2009 - 2011
2009 - 2011Postgraduate
Purdue University, dept. of computer science, United States Of America
2002 - 2007
2002 - 2007Undergraduate
Erciyes University, Bilgisayar Mühendisliği Bölümü, Turkey
Dissertations
2014
2014Doctorate
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 - ContinuesAssistant Professor
Istanbul Medeniyet University, Faculty Of Engineering And Natural Sciences , Computer Engineering
Managerial Experience
2020 - Continues
2020 - ContinuesHead of Department
Istanbul Medeniyet University, Faculty Of Engineering And Natural Sciences , Computer Engineering
2017 - 2020
2017 - 2020Deputy Head of Department
Istanbul Medeniyet University, Faculty Of Engineering And Natural Sciences , Computer Engineering
Published journal articles indexed by SCI, SSCI, and AHCI
2021
2021Combinatorial optimization through variational quantum power method
DAŞKIN A.
QUANTUM INFORMATION PROCESSING, vol.20, no.10, 2021 (Peer-Reviewed Journal)
2020
2020The 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)
2019
2019Context-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)
2019
2019Quantum 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)
2018
2018A 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)
2018
2018Direct application of the phase estimation algorithm to find the eigenvalues of the Hamiltonians
DAŞKIN A., Kais S.
CHEMICAL PHYSICS, vol.514, pp.87-94, 2018 (Peer-Reviewed Journal)
2017
2017An ancilla-based quantum simulation framework for non-unitary matrices
DAŞKIN A., Kais S.
QUANTUM INFORMATION PROCESSING, vol.16, no.1, 2017 (Peer-Reviewed Journal)
2016
2016Obtaining 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)
2016
2016Quantum eigenvalue estimation for irreducible non-negative matrices
Daskin A.
INTERNATIONAL JOURNAL OF QUANTUM INFORMATION, vol.14, no.1, 2016 (Peer-Reviewed Journal)
2015
2015Reducing the number of ancilla qubits and the gate count required for creating large controlled operations
Brown K., Daşkın A., Kais S., Dowling J. P.
QUANTUM INFORMATION PROCESSING, vol.14, no.3, pp.891-899, 2015 (Peer-Reviewed Journal)
2014
2014Multiple 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)
2014
2014Quantum 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)
2014
2014A 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)
2012
2012Universal 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)
2012
2012Quantum 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)
2011
2011Decomposition of unitary matrices for finding quantum circuits: Application to molecular Hamiltonians
Daskin A., Kais S.
JOURNAL OF CHEMICAL PHYSICS, vol.134, no.14, 2011 (Peer-Reviewed Journal)
2011
2011Group leaders optimization algorithm
Daskin A., Kais S.
MOLECULAR PHYSICS, vol.109, no.5, pp.761-772, 2011 (Peer-Reviewed Journal)
Articles Published in Other Journals
2020
2020QUANTUM 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)
2018
2018A quantum implementation model for artificial neural networks
Daskin A.
Quanta, vol.7, no.1, pp.7-18, 2018 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
2018
2018A 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
2016
2016Quantum IsoRank: Efficient Alignment of Multiple Protein-Protein Interaction Networks
DAŞKIN A.
Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2016), Tekirdağ, Turkey, 20 October 2016, pp.81-88
2016
2016Quantum 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
2011Decomposition 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
Supported Projects
2016 - 2018
2016 - 2018Kuantum Hesaplamanın Bioinformatik ve Kimyadaki Problemlere Uygulanması
TUBITAK Project
Daşkın A. (Executive)
2016 - 2016
2016 - 2016