4 papers · 1 filter
Learning thermodynamic master equations for open quantum systems
Peter Sentz, Stanley Nicholson, Yujin Cho +3
The characterization of Hamiltonians and other components of open quantum dynamical systems plays a crucial role in quantum computing and other applications. Scientific machine lea…
Characterizing Non-Markovian Dynamics of Open Quantum Systems
Sohail Reddy
Characterizing non-Markovian quantum dynamics is essential for accurately modeling open quantum systems, particularly in near-term quantum technologies. In this work, we develop a…
Data-Driven Characterization of Latent Dynamics on Quantum Testbeds
Sohail Reddy, Stefanie Guenther, Yujin Cho
This paper presents a data-driven approach to learn latent dynamics in superconducting quantum computing hardware. To this end, we augment the dynamical equation of quantum systems…
Identifiability and Characterization of Transmon Qutrits Through Bayesian Experimental Design
Sohail Reddy
Robust control of a quantum system is essential to utilize the current noisy quantum hardware to their full potential, such as quantum algorithms. To achieve such a goal, systemati…