Jacob Biamonte

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James Daniel WhitfieldDepartment of Physics and Astronomy, Dartmouth CollegeVerified email at dartmouth.edu
Ville BergholmIQM FinlandVerified email at meetiqm.com
Akshay VishwanathanPostdoctoral Fellow, School of Physical and Mathematical Sicence, Nanyang Technological UniversityVerified email at ntu.edu.sg
Marek PerkowskiProfessor of Electrical and Computer Engineering, Portland State UniversityVerified email at pdx.edu
ben lanyonAssociate Professor, Institut für Experimentalphysik, University of Innsbruck, AustriaVerified email at uibk.ac.at
Seth LloydProfessor of Mechanical Engineering, Massachusetts Institute of TechnologyVerified email at mit.edu
Mauro FaccinPhysics and Astronomy Department, University of Padova, ItalyVerified email at unipd.it
Alexey UvarovUniversity of TorontoVerified email at utoronto.ca
Marcelo Pereira de AlmeidaPostdoctoral Fellow ARC CoE EQuS and The University of QueenslandVerified email at physics.uq.edu.au
Geoffrey GillettQuantum BrillianceVerified email at quantum-brilliance.com
Marco BarbieriUniversità degli Studi Roma TreVerified email at uniroma3.it
Ben PowellThe University of QueenslandVerified email at uq.edu.au
Ernesto CamposSkoltechVerified email at skoltech.ru
Peter WittekUniversity of TorontoVerified email at peterwittek.com
Patrick RebentrostDepartment of Computer Science, School of Computing, NUS, and Centre for Quantum Technologies (CQT)Verified email at nus.edu.sg
Nathan WiebeUniversity of TorontoVerified email at uw.edu
Nicola PancottiSenior Research Scientist @ NVIDIAVerified email at nvidia.com
Daniil RabinovichSkolkovo Institute of Science and TechnologyVerified email at skoltech.ru
H. PhilathongPhD student, Skolkovo Institute of Science and TechnologyVerified email at skoltech.ru
Andrey KardashinSkolkovo Institute of Science and TechnologyVerified email at skoltech.ru

Jacob Biamonte

ETS Montreal, University of Quebec

Verified email at etsmtl.ca - Homepage

quantum algorithms machine learning quantum engineering tensor networks quantum technology


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Quantum Machine Learning J Biamonte, P Wittek, N Pancotti, P Rebentrost, N Wiebe, S Lloyd Nature 549 (7671), 195-202, 2017	4660	2017
Towards quantum chemistry on a quantum computer BP Lanyon, JD Whitfield, GG Gillett, ME Goggin, MP Almeida, I Kassal, ... Nature Chemistry 2 (2), 106-111, 2010	969	2010
Simulation of electronic structure Hamiltonians using quantum computers JD Whitfield, J Biamonte, A Aspuru-Guzik Molecular Physics 109 (5), 735-750, 2011	668	2011
Tensor networks in a nutshell J Biamonte, V Bergholm arXiv preprint arXiv:1708.00006, 2023	443*	2023
High fidelity spin entanglement using optimal control F Dolde, V Bergholm, Y Wang, I Jakobi, S Pezzagna, J Meijer, ... Nature Communications 5, 3371, 2014	364	2014
Realizable Hamiltonians for universal adiabatic quantum computers JD Biamonte, PJ Love Physical Review A 78 (1), 012352, 2008	251	2008
Tensor networks and graphical calculus for open quantum systems CJ Wood, JD Biamonte, DG Cory Quantum Information and Quantum Computation 15 (9-10), 0759-0811, 2015	203*	2015
Spectral entropies as information-theoretic tools for complex network comparison M De Domenico, J Biamonte Physical Review X 6 (4), 041062, 2016	197	2016
Experimental neural network enhanced quantum tomography AM Palmieri, E Kovlakov, F Bianchi, D Yudin, S Straupe, JD Biamonte, ... npj Quantum Information 6 (1), 20, 2020	186	2020
Complex networks from classical to quantum J Biamonte, M Faccin, M De Domenico Communications Physics, 53, 2019	182	2019
Quantum simulation of helium hydride cation in a solid-state spin register Y Wang, F Dolde, J Biamonte, R Babbush, V Bergholm, S Yang, I Jakobi, ... ACS Nano 9 (8), 7769-7774, 2015	180	2015
On barren plateaus and cost function locality in variational quantum algorithms A Uvarov, J Biamonte Journal of Physics A: Mathematical and Theoretical 54 (24), 245301, 2021	177	2021
Reachability deficits in quantum approximate optimization V Akshay, H Philathong, MES Morales, JD Biamonte Physical Review Letters 124 (9), 090504, 2020	166	2020
Sign-and magnitude-tunable coupler for superconducting flux qubits R Harris, AJ Berkley, MW Johnson, P Bunyk, S Govorkov, MC Thom, ... Physical Review Letters 98 (17), 177001, 2007	156	2007
Nonperturbative k-body to two-body commuting conversion Hamiltonians and embedding problem instances into Ising spins JD Biamonte Physical Review A 77 (5), 052331, 2008	148	2008
On the Universality of the Quantum Approximate Optimization Algorithm MES Morales, J Biamonte, Z Zimborás Quantum Information Processing 19, 291, 2020	128	2020
Universal Variational Quantum Computation J Biamonte (Letter) Physical Review A 103 (1), L030401, 2021	126	2021
A quantum algorithm to train neural networks using low-depth circuits G Verdon, M Broughton, J Biamonte arXiv preprint arXiv:1712.05304, 2023	115	2023
Parameter Concentration in Quantum Approximate Optimization V Akshay, D Rabinovich, E Campos, J Biamonte (Letter) Physical Review A 104, L010401, 2021	113	2021
A review of barren plateaus in variational quantum computing M Larocca, S Thanasilp, S Wang, K Sharma, J Biamonte, PJ Coles, ... arXiv preprint arXiv:2405.00781, 2024	99	2024

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