Presentation
Quantum Computing Design Automation
DescriptionThis tutorial provides a comprehensive exploration of design automation for quantum computing, structured into three focused sections, each addressing critical challenges and advancements in the field. With quantum computing poised to revolutionize technology, the efficient design and optimization of quantum systems are imperative for scaling, performance enhancement, as well as sustainability. The first section, Physical Design of Quantum Computers, introduces a frequency aware placement framework for superconducting quantum chips that mitigates crosstalk and enhances fidelity while reducing spatial violations and substrate size. In addition, this section describes pulse-level noise mitigation techniques, including dynamical decoupling (DD) and hardware-native pulse-efficient gates, demonstrating how these methods improve quantum circuit fidelity on noisy intermediate-scale quantum (NISQ) hardware. The second section, Automated Configuration of Quantum Computer States, presents a peephole optimization algorithm that identifies "don't care" conditions in quantum state preparation circuits, enabling a significant reduction in two-qubit gates while maintaining unitary equivalence. This section additionally introduces innovative methods for efficient quantum amplitude encoding of polynomial functions, highlighting approaches that improve state preparation complexity while managing controllable errors. The third section, Sustainability of Quantum Computer Design Automation, examines the environmental impact of quantum circuit simulations. It introduces a framework to quantify carbon emissions associated with large-scale simulations, emphasizing the need for sustainable practices in quantum design automation.
Through these focused sections, this tutorial aims to bridge theoretical research and practical applications, offering attendees a thorough understanding of the current challenges and innovative solutions in quantum design automation. By addressing physical design, computational optimization, and sustainability, this tutorial provides a holistic perspective on advancing quantum technologies for scalable and impactful real-world applications.
Section 1: Physical Design of Quantum Computers (Yiran Chen, Siyuan Niu)
Section 2: Automated Confguration of Quantum Computer States (Daniel Tan, Thomas W. Watts)
Section 3: Sustainability of Quantum Computer Design Automation (Weiwen Jiang)
Through these focused sections, this tutorial aims to bridge theoretical research and practical applications, offering attendees a thorough understanding of the current challenges and innovative solutions in quantum design automation. By addressing physical design, computational optimization, and sustainability, this tutorial provides a holistic perspective on advancing quantum technologies for scalable and impactful real-world applications.
Section 1: Physical Design of Quantum Computers (Yiran Chen, Siyuan Niu)
Section 2: Automated Confguration of Quantum Computer States (Daniel Tan, Thomas W. Watts)
Section 3: Sustainability of Quantum Computer Design Automation (Weiwen Jiang)
Event Type
Tutorial
TimeSunday, June 229:00am - 12:30pm PDT
Location3004, Level 3
Design
Sunday Program