Quantum Accelerated Supercomputing

About Workshop

Summary — Attendees will gain insights into the latest quantum computing frameworks with a focus on AI-driven advancements, explore the perspectives of leading hardware vendors on scalable quantum architectures, and learn about cutting-edge approaches to HPC-quantum integration for hybrid computing. The workshop will provide a comprehensive view of the software, hardware, and system-level innovations shaping the future of quantum-accelerated supercomputing.

Abstract — This workshop will bring together experts from academia, national labs, and industry to explore the critical components of building scalable quantum supercomputers. The workshop will be structured around three key themes: (1) quantum frameworks with a focus on AI-driven advancements, (2) perspectives from leading hardware vendors on scalable architectures, and (3) high-performance computing (HPC)-quantum integration for hybrid computing. The first session will explore the recent advances in quantum software frameworks, emphasizing AI-powered approaches for solving technical problems with scaling quantum accelerated supercomputers. For example, we will cover the development of software frameworks for quantum supercomputing, adaptive circuit knitting, and distributed quantum computing. The second session will feature hardware vendors providing insights into the latest quantum processor developments, qubit technologies, and control hardware innovations that support large-scale quantum computing. Industry leaders will share their perspectives on overcoming key hardware challenges and the roadmap for scalable quantum architectures and, more importantly, their perspective on HPC-quantum integration. The third session will focus on HPC-quantum integration given by experts from large supercomputing centers giving their perspective on strategies for integration of quantum accelerators with classical supercomputing infrastructure. Topics will include efficient workload distribution, real-time quantum error correction, and co-design approaches for seamless hybrid quantum-classical execution. By the end of the workshop, attendees will gain a deep and comprehensive understanding of the latest advancements in quantum HPC integration and the future outlook. The unique proposition of the workshop is that it will provide three distinctive perspectives on this subject, from quantum software infrastructure developers, quantum hardware vendors, and HPC centers integrating quantum devices and HPC. 

Keywords —  Quantum computing, AI frameworks, HPC integration, Quantum hardware, Hybrid computing

Target Audience — The workshop will be of interest to a broad research community from national labs, academia, and industry working at the intersection of quantum computing, artificial intelligence, high-performance computing (HPC), and quantum hardware development. It is particularly relevant for researchers and engineers focused on AI-driven quantum frameworks, scalable quantum hardware architectures, and the integration of quantum accelerators within HPC environments. The invited speakers will represent expertise across these domains, ensuring a balanced discussion of theoretical advancements, practical implementations, and industry perspectives. We expect attendees with diverse backgrounds, including but not limited to quantum information science, AI for quantum computing, scientific computing, classical HPC, and system architecture design. The workshop will also be valuable for developers of quantum programming frameworks, compiler optimization strategies, and quantum networking protocols, as well as industry professionals working on hybrid quantum-classical computing solutions.