An open-source Python library that applies quantum algorithms to linear systems, linear dynamics, eigenvalue problems and optimization, and estimates each circuit's resources before it is built.
Elin Ranjan Das, Muqing Zheng, Rishab Dutta, Ang Li, Tim Stavenger, Yuan Liu.
Gate-level quantum simulation of nonunitary linear dynamics with hybrid oscillator–qubit architecture. Quantum Science and Technology (2026). DOI: 10.1088/2058-9565/aea2c6.
A. F. Kemper, Antonios Alvertis, Muhammad Asaduzzaman, Bojko N. Bakalov, Dror Baron, Joel Bierman, Blake Burgstahler, Srikar Chundury, Elin Ranjan Das, Jim Furches, Fucheng Guo, Raghav G. Jha, Katherine Klymko, Arvin Kushwaha, Ang Li, Aishwarya Majumdar, Carlos Ortiz Marrero, Shubdeep Mohapatra, Christopher Mori, Frank Mueller, Doru Thom Popovici, Tim Stavenger, Mastawal Tirfe, Norm M. Tubman, Muqing Zheng, Huiyang Zhou, Yuan Liu.
Hybrid continuous-discrete-variable quantum computing: a guide to utility. arXiv (2025).
03 / Quantum chemistry
Conceptual illustration
5:33Animated explainerQuantum Information Harvesting with the Parallel Quantum Flow Algorithm3:46Animated explainerCoupled cluster downfolding theory in simulations of correlated systems on quantum hardware3:52Animated explainerUnleashed from constrained optimization: quantum computing for quantum chemistry employing generator coordinate inspired method
Ongoing
Quantum chemistry in reduced spaces
Downfolding, QFlow, QuGCM, and ADAPT-GCiM for electronic-structure calculations in reduced spaces.
Related publications
The Journal of Physical Chemistry Letters · 2026 Published
Nicholas P. Bauman, Ajay Panyala, Chenxu Liu, Muqing Zheng, Meng Wang, Karol Kowalski.
Quantum Information Harvesting with the Parallel Quantum Flow Algorithm. The Journal of Physical Chemistry Letters (2026). DOI: 10.1021/acs.jpclett.6c02025.
Physical Review Research 8, 013072 · 2026 Published
Nicholas P. Bauman, Muqing Zheng, Chenxu Liu, Nathan M. Myers, Ajay Panyala, Bo Peng, Ang Li, Karol Kowalski.
Coupled cluster downfolding theory in simulations of correlated systems on quantum hardware. Physical Review Research 8, 013072 (2026). DOI: 10.1103/b1t6-ln6v.
Journal of Chemical Theory and Computation 21, 11335–11357 · 2025 Published
Yuri Alexeev, Victor S. Batista, Nicholas Bauman, Luke Bertels, Daniel Claudino, Rishab Dutta, Laura Gagliardi, Scott Godwin, Niranjan Govind, Martin Head-Gordon, Matthew R. Hermes, Karol Kowalski, Ang Li, Chenxu Liu, Junyu Liu, Ping Liu, Juan M. García-Lastra, Daniel Mejia-Rodriguez, Karl Mueller, Matthew Otten, Bo Peng, Mark Raugas, Markus Reiher, Paul Rigor, Wendy J. Shaw, Mark van Schilfgaarde, Tejs Vegge, Yu Zhang, Muqing Zheng, Linghua Zhu.
A Perspective on Quantum Computing Applications in Quantum Chemistry Using 25–100 Logical Qubits. Journal of Chemical Theory and Computation 21, 11335–11357 (2025). DOI: 10.1021/acs.jctc.5c01038.
Early Exploration of a Flexible Framework for Efficient Quantum Linear Solvers in Power Systems. IEEE PES General Meeting (2024). DOI: 10.1109/PESGM51994.2024.10688916.
06 / Quantum reliability
Conceptual illustration
6:07Animated explainerA Bayesian Approach for Characterizing and Mitigating Gate and Measurement Errors
Published work
Quantum error modeling & mitigation
Characterizing quantum device noise and mitigating gate and measurement errors through Bayesian inference.
Related publications
ACM Transactions on Quantum Computing 4(2), Article 11 · 2023 Published
A Bayesian Approach for Characterizing and Mitigating Gate and Measurement Errors. ACM Transactions on Quantum Computing 4(2), Article 11 (2023). DOI: 10.1145/3563397.
Encyclopedia of Optimization · 2023 Reference chapter
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