We believe the future of scientific computing lies in finding ways to harmonize these three computing platforms and draw on the unique strengths of each approach.
Quantum, HPC comparisons could help harmonize technologies
“We’ll be able to run operations that help us leverage these platforms and look for strategies to make the best possible use of quantum and classical technology,” said Amir Shehata, an ORNL software engineer and lead author of a recent study on quantum-HPC convergence. “The results from an actual quantum computer and the quantum emulator or from Frontier can be studied and we can make modifications, such as introducing artificial noise on the quantum emulator, using that to predict the noise in results from an actual quantum computer and potentially training an AI model to correct those errors.
“The convergence we’re seeking to build is a harmony, not one technology replacing the other. We want to ultimately combine all of these approaches in a form that gets the best possible results, independent of the computing platform, that can be used as widely as possible for the greatest overall benefit.”
Initial testing has begun at a secure, direct liquid cooling HPE manufacturing factory, where teams from ORNL and NVIDIA are running early workloads to validate the system’s performance and stability. These tests will be critical steps toward establishing a trusted platform for quantum error correction research, with an emphasis on scaling routines for decoding errors and reducing bottlenecks in hybrid computing workflows.
“The OLCF has built a 20-year legacy of excellence in high-performance computing,” said Ashley Barker, the OLCF’s program director. “This partnership is just one more step toward delivering a system that leverages these platforms to better serve our user community and science in general.”
Previous collaboration between ORNL and NVIDIA led to the launch in 2009 of Titan, the first major supercomputer to employ the now-familiar hybrid architecture that combines GPUs and CPUs. Further collaboration led to the Summit supercomputer powered by NVIDIA V100 Tensor Core GPUs in collaboration with IBM. Collaboration with HPE led to the launch of Frontier, the first computer to break the exascale barrier in 2022.
The OLCF is a DOE Office of Science user facility.
In celebration of the International Year of Quantum Science and Technology in 2025, ORNL continues to empower the pursuit of quantum innovation, advancing world-leading scientific discovery to enable a quantum revolution that promises to transform a vast range of technologies critical to American competitiveness. Click here to learn more about quantum science at ORNL.