Roman Kuzmin earns NSF CAREER Award

profile photo of Roman Kuzmin
Roman Kuzmin

Congrats to Roman Kuzmin, the Dunson Cheng Assistant Professor of Physics, for being selected for an NSF CAREER award. The 5-year award will support Kuzmin and his group’s research on understanding fluxonium qubits and how their properties can be used to simulate the collective behavior of quantum materials.

Superconducting qubits are one promising technology for quantum computing, and the best-studied type is the transmon. Kuzmin’s work will investigate the fluxonium type, which he expects to be an improvement over transmons because they have demonstrated higher coherence, and their ground and first excited state are better separated from other energy levels.

“These properties make fluxonium behave similar to a magnetic moment, or like a magnetic atom, which we can fabricate in the lab and tune its properties,” Kuzmin says. “Things become interesting when interactions are very strong, and you need to involve many-body physics to describe them. We plan to build circuits which recreate the behavior of these complicated systems so that we have better control and can study multiple collective phenomena that appear in materials with magnetic impurities.”

In the lab, this research will be explored by building circuits with fluxonium qubits, capacitors, and inductors, which are further combined into more complicated circuits. The circuits will be used to test theoretical predictions of such behaviors as quantum phase transitions, entanglement scaling, and localization.

In addition to an innovative research component, NSF proposals require that the research has broader societal impacts, such as developing a competitive STEM workforce or increasing public understanding of science. Kuzmin plans to expand his work in the department’s Wonders of Physics program. This past February, he helped build a wave machine (with Steve Narf) to visually demonstrate patterns of interference, and he performed in all eight shows. His group has also participated in TeachQuantum, a summer research program for Wisconsin high school teachers run through HQAN, the NSF-funded Quantum Leap Challenge Institute that UW–Madison is a part of.

“One of the goals of this proposal is to introduce more quantum physics to the annual Wonders of Physics show; another is to provide hands-on training for high school teachers in my lab,” Kuzmin says. “Together, these activities will increase K-12 students’ engagement with quantum science and technology.”

The Faculty Early Career Development (CAREER) Program is an NSF-wide activity that offers the Foundation’s most prestigious awards in support of early-career faculty who have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization. Activities pursued by early-career faculty should build a firm foundation for a lifetime of leadership in integrating education and research.

“Sandwich” structure found to reduce errors caused by quasiparticles in superconducting qubits

Qubits are notoriously more prone to error than their classical counterparts. While superconducting quantum computers currently use on the order of 100 to 1000 qubits, an estimated one million qubits will be needed to track and correct errors in a quantum computer designed for real-world applications. At present, it is not known how to scale superconducting qubit circuits to this size.

In a new study published in PRX Quantum, UW–Madison physicists from Robert McDermott’s group developed and tested a new superconducting qubit architecture that is potentially more scalable than the current state of the art. Control of the qubits is achieved via “Single Flux Quantum” (SFQ) pulses that can be generated close to the qubit chip. They found that SFQ-based control fidelity improved ten-fold over their previous versions, providing a promising platform for scaling up the number of qubits in a quantum array.

profile photo of Robert McDermott
Robert McDermott
profile photo of Vincent Liu
Vincent Liu

The architecture involves a sandwich of two chips: one chip houses the qubits, while the other contains the SFQ control unit. The new approach suppresses the generation of quasiparticles, which are disruptions in the superconducting ground state that degrade qubit performance.

“This structure physically separates the two units, and quasiparticles on the SFQ chip cannot diffuse to the quantum chip and generate errors,” explains Chuan-Hong Liu, PhD ’23, a former UW–Madison physics graduate student and lead author of the study. “This design is totally new, and it greatly improves our gate fidelities.”

Liu and his colleagues assessed the fidelity of SFQ-based gates through randomized benchmarking. In this approach, the team established operating parameters to maximize the overall fidelity of complex control sequences. For instance, for a qubit that begins in the ground state, they performed long sequences incorporating many gates that should be equivalent to an identity operation; in the end, they measured the fraction of the population remaining in the ground state. A higher measured ground state population indicated higher gate fidelity.

Inevitably, there are residual errors, but the reduced quasiparticle poisoning was expected to lower the error rate and improve gate fidelities — and it did.

four panels showing the new chip architecture. The two on the left just show the two computer chips, and then the top right panel shows them "sandwiched" on top of each other. The bottom right panel is a circuit diagram of the whole setup.
The quantum-classical multichip module (MCM). (a) A micrograph of the qubit chip. (b) A micrograph of the SFQ driver chip. (c) A photograph showing the assembled MCM stack; the qubit chip is outlined in red and the SFQ chip is outlined in blue. (d) The circuit diagram for one qubit-SFQ pair. | From Liu et al, PRX Quantum.

“Most of the gates had 99% fidelity,” Liu says. “That’s a one order of magnitude reduction in infidelity compared to the last generation.”

Importantly, they showed the stability of the SFQ-based gates over the course of a six-hour experimental run.

Later in the study, the researchers investigated the source of the remaining errors. They found that the SFQ unit was emitting photons with sufficient energy to create quasiparticles on the qubit chip. With the unique source of the error identified, Liu and his colleagues can develop ways to improve the design.

“We realized this quasiparticle generation is due to spurious antenna coupling between the SFQ units and the qubit units,” Liu says. “This is really interesting because we usually talk about qubits in the range of one to ten gigahertz, but this error is in the 100 to 1000 gigahertz range. This is an area people have never explored, and we provide a straightforward way to make improvements.”

This study is a collaboration between the National Institute of Standards and Technology, Syracuse University, Lawrence Livermore National Laboratory, and UW–Madison.

This work was funded in part by the National Science Foundation (DMR-1747426); the Wisconsin Alumni Research Foundation (WARF) Accelerator; Office of the Director of National Intelligence, Intelligence Advanced Research Projects Activity (IARPA-20001-D2022-2203120004); and the NIST Program on Scalable Superconducting Computing and the National Nuclear Security Administration Advanced Simulation and Computing Beyond Moore’s Law program (LLNL-ABS-795437).