Publications

Uncertainty Quantification Driven Benchmarking and Characterization of Noisy Quantum Backends: A VQE Case Study

Priyabrata Senapati, Waylon Luo, Bo Peng, Qiang Guan

ACM Great Lakes Symposium on VLSI (GLSVLSI), 2026

Conference website

Elucidating Many-Body Effects in Molecular Core Spectra through Real-Time Approaches: Efficient Classical Approximations and a Quantum Perspective

Vibin Abraham, Priyabrata Senapati, Himadri Pathak, Bo Peng

Journal of Chemical Physics, 2026

Q-Bridge: Code Translation for Quantum Machine Learning via LLMs

Runjia Zeng, Priyabrata Senapati, Ruixiang Tang, Dongfang Liu, Qiang Guan

arXiv preprint, 2026

UQ-VarQA: Benchmarking and Characterizing NISQ Computers Through Uncertainty Quantification of Variational Quantum Algorithms

Priyabrata Senapati, Shengye Zhu, Bo Peng, Bo Fang, Qiang Guan

IEEE International Conference on Computer Design (ICCD), 2025

Conference program · Research listing

Visualization of Noisy and Less Noisy Computational Basis States in Quantum Computing

Priyabrata Senapati, Qiang Guan, David Pugmire, Cheng Chang Lu, Tushar M. Athawale

IEEE International Conference on Quantum Software (QSW), 2025

Conference program (QSW-CON-S1: Noise Characterization and Visualization in Quantum Computing)

Towards Building a Scalable and Efficient Simulation Framework for Quantum Cloud Ecosystems

Waylon Luo, Betis Baheri, Vipin Chaudhary, Priyabrata Senapati, Bo Fang, Qiang Guan

IEEE International Conference on Quantum Communications, Networking, and Computing (QCNC), 2025

Conference program

PQML: Enabling the Predictive Reproducibility on NISQ Machines for Quantum ML Applications

Priyabrata Senapati, Samuel Yen-Chi Chen, Bo Fang, Tushar M. Athawale, Ang Li, Weiwen Jiang, Cheng Chang Lu, Qiang Guan

IEEE International Conference on Quantum Computing and Engineering (QCE), 2024

Conference program (QML track) · ORNL repository

Random Qubit Measurement to Optimize Variational Quantum Circuit Compilation Technique

Priyabrata Senapati, Vinooth Rao Kulkarni, Cheng Chang Lu, Shuai Xu, Qiang Guan, Vipin Chaudhary

International Workshop on Quantum Classical Cooperative Computing (QCCC), 2024

Google Scholar entry

Towards Redefining the Reproducibility in Quantum Computing: A Data Analysis Approach on NISQ Devices

Priyabrata Senapati, Zhepeng Wang, Weiwen Jiang, Travis S. Humble, Bo Fang, Shuai Xu, Qiang Guan

IEEE International Conference on Quantum Computing and Engineering (QCE), 2023

Conference program (QSYS track) · OSTI repository

Advancing Comprehension of Quantum Application Outputs: A Visualization Technique

Priyabrata Senapati, Tushar M. Athawale, David Pugmire, Qiang Guan

International Workshop on Quantum Classical Cooperative Computing (QCCC), 2023

ORNL repository · NSF PAR (PDF) · ORNL Publications

Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks

Shenghao Yang, Priyabrata Senapati, Di Wang, Chris T. Bauch, Kimon Fountoulakis

PLoS Computational Biology, 2021