Automatic design of quantum circuits

Jincheng Zhang

Quantum topology, a fascinating field of physics, offers a unique perspective on manipulating and controlling quantum systems. This paper explores the potential of utilizing quantum topology to revolutionize quantum circuit design, proposing a novel dynamic adaptive circuit design approach. We investigate how inherent topological properties can be leveraged to automatically adjust circuit parameters, optimizing performance and enabling more efficient quantum algorithms. This work demonstrates a framework for designing circuits based on quantum topology, focusing on achieving adaptive circuit characteristics. The core claim is that a dynamically adjusted quantum circuit design method, rooted in quantum topology, can significantly enhance algorithm efficiency and design precision. This approach contrasts with traditional static circuit design methodologies and introduces a new paradigm for quantum circuit engineering. The paper details the core mechanism, highlighting the role of quantum topology in facilitating automatic parameter adjustment.

Colin P. Williams, Alexander Gray

Fatma Hamzaoui, Roselyne Chotin-Avot, Mohsen Machhout +2 more

Jincheng Zhang

This paper presents a novel approach to quantum circuit design utilizing a non-symmetric matrix representation. Traditional circuit design relies heavily on manual parameter tuning, often limiting design flexibility and potentially impacting performance. We propose a self-adaptive circuit design system, driven by a dynamically adjusted matrix representation of the quantum system. The system leverages quantum entanglement, specifically the concept of "quantum pulses," to automatically adjust parameters, optimizing circuit performance based on input data. The core mechanism involves a matrix transformation that governs the quantum circuit's evolution, allowing the circuit to adapt to varying data characteristics. This design offers a significant advancement over existing methods, providing a mechanism for automatic circuit optimization and improved performance, particularly in scenarios with complex data. This work explores the mathematical foundations of this system and its potential implications for quantum circuit design.

Irina Matveeva, В. А. Калмычков, Anatolii Dorokhov

The article considers the design flow for automatic generation of the quantum circuit model specifications as a fragment of the logical unit of a quantum computer. Reed-Muller expressions is base for this generation. The model representation takes into account the features of the quantum circuit realization in the notation of the linear nearest neighborhood (LNN), the proposed templates provide the automatic selection of the optimal gates composition.

Philipp Niemann, Robert Wille