SLAC National Accelerator Laboratory scientist Shannon Harvey is developing scalable quantum dot qubits to advance the development of practical quantum computers. By utilizing silicon-based quantum dots, Harvey aims to overcome challenges such as noise and qubit control, according to research conducted through the Q-NEXT quantum research center.
Scaling Qubits: The Semiconductor Approach
The primary advantage of quantum dots—tiny, zero-dimensional structures that trap electrons—is that they can be mass-produced. According to Harvey, the goal is to pack millions or even billions of these qubits onto a chip the size of a drink coaster.

This scalability would allow quantum computers to move beyond experimental lab prototypes toward functional, high-capacity processors. However, the density required for this transition introduces significant technical hurdles. As the number of quantum dots increases, the chip becomes noisy, which can cause the qubit’s energy to fluctuate and lead to a loss of control over the qubit.
Did you know? Quantum dot qubits function similarly to a tunable radio. By adjusting the physical constraints on the trapped electron, scientists can manipulate the qubit’s energy levels to share information across different frequencies.
Taming Noise in Quantum Environments
Reliability in quantum computing is tethered to the ability to control a qubit’s energy state without interference. Harvey’s research at the SLAC Millikelvin Facility focuses on creating a “quiet” environment where large arrays of quantum dots can operate in harmony. This involves addressing how these dots connect to surrounding, inherently noisy structures and determining the optimal temperatures for stable performance.
The work requires a cross-disciplinary approach, blending materials science with computer science, engineering and basic physics. Harvey notes that the collaborative environment at SLAC, which connects quantum researchers with cosmologists building detectors for studying the outer universe, provides a unique perspective on managing signal interference at extreme scales.
The Evolution of Quantum Research
The rapid acceleration of quantum information science has transformed the field. During her postdoctoral fellowship at Stanford University under David Schuster, Harvey observed that equipment which previously required painstaking hours of custom construction can now be acquired as off-the-shelf components.
Quantum technologies are expected to speed up drug discovery, make financial transactions more secure, and provide eavesdrop-proof telecommunication. Regardless of the timeline for large-scale quantum computing, the components being developed today are already shaping the future of condensed matter physics and atomic research.
Pro Tips for Understanding Quantum Scaling
- Focus on Materials: Scaling relies on semiconductor-compatible approaches.
- Noise Management: The “bug” of scalability is noise; researchers are exploring software capabilities and hardware spacing to maintain qubit control.
- Cross-Pollination: Breakthroughs often come from applying techniques from adjacent fields, such as cosmology.
Frequently Asked Questions
What is a quantum dot qubit?
It is a tiny, zero-dimensional space that traps an electron, forcing it to take on specific energy values that can be used to store and process quantum information.

Why is scalability a challenge?
As more qubits are placed on a single chip, the resulting noise makes it difficult to control individual qubits, causing them to stop being useful.
Who supports this research?
This work is supported by the U.S. Department of Energy (DOE) Office of Science National Quantum Information Science Research Centers as part of the Q-NEXT center.
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