NVIDIA CUDA-Q Boosts Norma's Quantum AI Algorithm Performance by 73x for Drug Development

Monday, Sep 1, 2025 9:04 am ET1min read

Norma, a quantum computing company, has validated the performance of its quantum AI algorithms on NVIDIA CUDA-Q, achieving speeds up to 73 times faster in drug development. The company has secured use cases for quantum AI in drug development and plans to expand validation efforts into various fields. Norma is independently developing quantum AI algorithms applicable across sectors such as biotechnology, defense, and finance.

Norma, a leading quantum computing company, has successfully validated the performance of its quantum AI algorithms on NVIDIA CUDA-Q, achieving computational speeds up to 73 times faster in drug development. This significant advancement was demonstrated in a collaborative project with Kyung Hee University Hospital at Gangdong, aiming to discover novel drug candidates [1].

The project leveraged NVIDIA CUDA-Q, which simplifies the integration of GPUs and QPUs, supporting quantum-classical hybrid operations. By running quantum AI algorithms such as QLSTM, QGAN, and QCBM on CUDA-Q, Norma observed substantial performance improvements. Specifically, the execution of an 18-qubit quantum circuit was approximately 60.14 to 73.32 times faster, while the loss function-based correction process was about 33.69 to 41.56 times faster compared to traditional CPU-based methods [1].

Norma's CEO, Hyunchul Jung, highlighted the practical potential of quantum technologies, stating, "This project is a meaningful example of collaboration between domestic and international quantum technology companies and hospitals, showcasing the practical potential of quantum technologies." The company plans to expand its performance testing of quantum AI algorithms across various sectors, including healthcare, biotechnology, defense, and finance [1].

This breakthrough demonstrates the viability of quantum AI in drug discovery and other fields, potentially reducing development costs and time. As quantum computing technology continues to evolve, such collaborations and advancements could significantly impact the financial landscape by enabling faster and more efficient solutions in various industries.

References:
[1] https://www.prnewswire.com/news-releases/norma-completes-quantum-ai-algorithm-validation-on-nvidia-302541601.html

NVIDIA CUDA-Q Boosts Norma's Quantum AI Algorithm Performance by 73x for Drug Development

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