FLARE Research

Paving the Way towards 800 Gbps Quantum-Secured Optical Channel Deployment in Mission-Critical Environments

Farzam Toudeh-Fallah, Marco Pistoia, Yasushi Kawakura (Toshiba), Navid Moazzami (Ciena), David H. Kramer, Robert I. Woodward (Toshiba), Greg Sysak (Ciena), Benny John, Omar Amer, Antigoni Polychroniadou, Jeffrey Lyon, Suresh Shetty, Tulasi D. Movva, Sudhir Upadhyay, Monik R. Behera, Joseph A. Dolphin (Toshiba), Paul A. Haigh (Toshiba), James F. Dynes (Toshiba), Andrew J. Shields (Toshiba)

arXiv:2202.07764, February 2022

Expressivity of Variational Quantum Machine Learning on the Boolean Cube

Dylan Herman, Rudy Raymond, Muyuan Li, Nicolas Robles, Antonio Mezzacapo, Marco Pistoia

arXiv:2204.05286, April 2022 

NISQ-HHL: Portfolio Optimization for Near-Term Quantum Hardware
Romina Yalovetzky, Pierre Minssen, Dylan Herman, Marco Pistoia
Bulletin of the American Physical Society, Vol. 67, No. 1, APS March Meeting, Chicago, IL, USA, March 2022

A Survey of Quantum Computing for Finance
Dylan A. Herman, Cody Googin (University of Chicago), Xiaoyuan Liu (University of Delaware), Alexey Galda (Menten AI), Ilya Safro (University of Delaware), Yue Sun, Marco Pistoia, Yuri Alexeev (Argonne National Laboratory)
arXiv:2201.02773, January 2022

NISQ-HHL: Portfolio Optimization for Near-Term Quantum Hardware
Romina Yalovetzky, Pierre Minssen, Dylan Herman, Marco Pistoia
25th Annual Conference on Quantum Information Processing (QIP 2022), California Institute of Technology, Pasadena, CA, USA, March 2022

Quantum Machine Learning for Finance
Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur Rattew, Yue Sun, Romina Yalovetzky
Proceedings of the 40th IEEE/ACM International Conference on Computer Aided Design (ICCAD), Munich, Germany. Invited Special Session Paper, November 2021

Clifford Circuit Optimization with Templates and Symbolic Pauli Gates
Sergey Bravyi (IBM), Ruslan Shaydulin (Argonne National Laboratory), Shaohan Hu, Dmitri Maslov (IBM)
Quantum 5, 580 (2021)

Computational Investigations of the Lithium Superoxide Dimer Rearrangement on Noisy Quantum Devices
Qi Gao (Mitsubishi Chemical), Hajime Nakamura (Keio University), Tanvi P. Gujarati (IBM), Gavin O. Jones (IBM), Julia E. Rice (IBM), Stephen P. Wood (IBM), Marco Pistoia, Jeannette M. Garcia (IBM), Naoki Yamamoto (Keio University)
Journal of Physical Chemistry A, 125, 9, 1827–1836, February 2021

Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery
Yi Zhu (SUNY Buffalo), Abhishek Gupta (SUNY Buffalo), Shaohan Hu, Weida Zhong (SUNY Buffalo), Lu Su (Purdue University), Chunming Qiao (SUNY Buffalo)
ACM Transactions on Sensor Networks, Volume 17, Issue 4, Article No. 41, November 2021

Grover Adaptive Search for Constrained Polynomial Binary Optimization
Austin Gilliam, Stefan Woerner (IBM), Constantin Gonciulea
Quantum 5, 428 (2021)

Portfolio Optimization for Near-Term Quantum Hardware
Romina Yalovetzky, Pierre Minssen, Dylan Herman, Marco Pistoia
arXiv:2110.15958, October 2021

The Efficient Preparation of Normal Distributions in Quantum Registers
Arthur Rattew, Yue Sun, Pierre Minssen, Marco Pistoia
arXiv:2009.06601, July 2021

On the Exponential Sample Complexity of the Quantum State Sign Estimation Problem
Arthur Rattew, Marco Pistoia
arXiv:2108.03193, August 2021

Foundational Patterns for Efficient Quantum Computing
Austin Gilliam, Charlene Venci, Sreraman Muralidharan, Vitaliy Dorum, Eric May, Rajesh Narasimhan, Constantin Gonciulea
arXiv:1907.11513, January 2021

Reducing Qubit Requirements for Quantum Simulations Using Molecular Point Group Symmetries
Kanav Setia (Dartmouth College), Richard Chen, Julia E. Rice (IBM), Antonio Mezzacapo (IBM), Marco Pistoia, James D. Whitfield (Dartmouth College)
Journal of Chemical Theory and Computation, Vol. 16, Issue 10, August 2020.

Quantum Orbital-Optimized Unitary Coupled Cluster Methods in the Strongly Correlated Regime: Can Quantum Algorithms Outperform Their Classical Equivalents?
Igor O. Sokolov (IBM), Panagiotis Kl. Barkoutsos (IBM), Pauline J. Ollitrault (ETH Zūrich, IBM), Donny Greenberg (IBM), Julia Rice (IBM), Marco Pistoia, Ivano Tavernelli (IBM)
The Journal of Chemical Physics, Vol. 152, No. 12, March 2020

Quantum Equation of Motion for Computing Molecular Excitation Energies on a Noisy Quantum Processor
Pauline J. Ollitrault (ETH Zūrich, IBM), Abhinav Kandala (IBM), Chun-Fu Chen, Panagiotis Kl. Barkoutsos (IBM), Antonio Mezzacapo (IBM), Marco Pistoia, Sarah Sheldon (IBM), Stefan Woerner (IBM), Jay Gambetta (IBM), Ivano Tavernelli (IBM)
Physical Review Research, Vol. 2, Issue 4, October-December 2020

Option Pricing using Quantum Computers
Nikitas Stamatopoulos, Daniel J. Egger (IBM), Yue Sun, Christa Zoufal (ETH Zürich, IBM), Raban Iten (ETH Zürich, IBM), Ning Shen, and Stefan Woerner (IBM)
Quantum 4, 291 (2020)

Parallelization of Classical Numerical Optimization in Quantum Variational Algorithms
Marco Pistoia, Peng Liu (Google), Richard Chen, Shaohan Hu, Stephen Wood (IBM)
Proceedings of the 2020 13th IEEE Conference on Software Testing, Validation and Verification (ICST), Porto, Portugal, October 2020

Learn Quantum Computation Using Qiskit
Amira Abbas (IBM), Stina Andersson (IBM), Abraham Asfaw (IBM), Antonio Corcoles (IBM), Luciano Bello (IBM), Yael Ben-Haim (IBM), Mehdi Bozzo-Rey (IBM), Sergey Bravyi (IBM), Nicholas Bronn (IBM), Lauren Capelluto (IBM), Almudena Carrera Vazquez (IBM), Jack Ceroni (IBM), Richard Chen, Albert Frisch (IBM), Jay Gambetta (IBM), Shelly Garion (IBM), Leron Gil (IBM), Salvador De La Puente Gonzalez (IBM), Francis Harkins (IBM), Takashi Imamichi (IBM), Pavan Jayasinha (IBM), Hwajung Kang (IBM), Amir h. Karamlou (IBM), Robert Loredo (IBM), David McKay (IBM), Alberto Maldonado (IBM), Antonio Macaluso (IBM), Antonio Mezzacapo (IBM), Zlatko Minev (IBM), Ramis Movassagh (IBM), Giacomo Nannicini (IBM), Paul Nation (IBM), Anna Phan (IBM), Marco Pistoia, Arthur Rattew (IBM), Joachim Schaefer (IBM), Javad Shabani (IBM), John Smolin (IBM), John Stenger (IBM), Kristan Temme (IBM), Madeleine Tod (IBM), Ellinor Wanzambi (IBM), Stephen Wood (IBM), James Wootton (IBM).
Electronic book, Qiskit Open Source Community, 2020.

Exploiting Molecular Point Group Symmetries for Quantum Simulation
Kanav Setia (Dartmouth College), James D Whitfield (Dartmouth College), Antonio Mezzacapo (IBM), Julia Rice (IBM), Marco Pistoia, Richard Chen
Bulletin of the American Physical Society, Vol. 65, No. 1, APS March Meeting, Denver, CO, USA, March 2020

A Domain-agnostic, Noise-resistant, Hardware-efficient Evolutionary Variational Quantum Eigensolver
Arthur G. Rattew, Shaohan Hu, Marco Pistoia, Richard Chen, Steve Wood (IBM)
arXiv:1910.09694, January 2020

Optimizing Quantum Search with a Binomial Version of Grover's Algorithm
Austin Gilliam, Marco Pistoia, Constantin Gonciulea
arXiv:2007.10894, July 2020

Canonical Construction of Quantum Oracles
Austin Gilliam, Marco Pistoia, Constantin Gonciulea
arXiv:2006.10656, June 2020