EPOC: An Efficient Pulse Generation Framework with Advanced Synthesis for Quantum Circuits
In this work, we aim to address the computational overhead challenge in quantum optimal control while reducing circuit latency. We propose a novel approach combining ZX-Calculus, circuit partitioning, and circuit synthesis for pulse generation. By implementing finer granularity in pulse generation a...
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| Veröffentlicht in: | 2025 62nd ACM/IEEE Design Automation Conference (DAC) S. 1 - 7 |
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22.06.2025
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| Abstract | In this work, we aim to address the computational overhead challenge in quantum optimal control while reducing circuit latency. We propose a novel approach combining ZX-Calculus, circuit partitioning, and circuit synthesis for pulse generation. By implementing finer granularity in pulse generation and exploring equivalent circuit representations, we achieve increased parallelism and decreased latency. Our method demonstrates a 31.74% reduction in latency compared to previous work and a 76.80% reduction compared to gate-based pulse generation methods, while minimizing computational overhead. |
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| AbstractList | In this work, we aim to address the computational overhead challenge in quantum optimal control while reducing circuit latency. We propose a novel approach combining ZX-Calculus, circuit partitioning, and circuit synthesis for pulse generation. By implementing finer granularity in pulse generation and exploring equivalent circuit representations, we achieve increased parallelism and decreased latency. Our method demonstrates a 31.74% reduction in latency compared to previous work and a 76.80% reduction compared to gate-based pulse generation methods, while minimizing computational overhead. |
| Author | Zhou, Yidong Zhu, Yuchen Song, Zhixin Ren, Hang Cheng, Jinglei Liang, Zhiding |
| Author_xml | – sequence: 1 givenname: Jinglei surname: Cheng fullname: Cheng, Jinglei email: jic373@pitt.edu organization: University of Pittsburgh – sequence: 2 givenname: Yuchen surname: Zhu fullname: Zhu, Yuchen email: liangz9@rpi.edu organization: Rensselaer Polytechnic Institute – sequence: 3 givenname: Yidong surname: Zhou fullname: Zhou, Yidong organization: Rensselaer Polytechnic Institute – sequence: 4 givenname: Hang surname: Ren fullname: Ren, Hang organization: University of California,Berkeley – sequence: 5 givenname: Zhixin surname: Song fullname: Song, Zhixin organization: Georgia Institute of Technology – sequence: 6 givenname: Zhiding surname: Liang fullname: Liang, Zhiding organization: Rensselaer Polytechnic Institute |
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| Snippet | In this work, we aim to address the computational overhead challenge in quantum optimal control while reducing circuit latency. We propose a novel approach... |
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| SubjectTerms | Design automation Equivalent circuits Logic gates Optimal control Optimization Parallel processing Performance evaluation Pulse generation Quantum circuit quantum circuit optimization quantum compilation quantum optimal control Scalability |
| Title | EPOC: An Efficient Pulse Generation Framework with Advanced Synthesis for Quantum Circuits |
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