Rescale, DOE labs propose AI-HPC engineering initiative

Key Takeaways

• Rescale proposes a collaboration with three US Department of Energy national laboratories to accelerate the deployment of advanced simulation codes in production engineering environments.
• The Agentic HPC Pipeline Initiative (AHPI) aims to bridge the infrastructure and expertise gaps that have limited the adoption of these codes in US industry.
• The initiative will utilize Rescale's digital engineering platform and agentic AI to guide users through simulation workflows, automating tasks such as mesh configuration and solver tuning.
• The collaboration builds on existing work with the Oak Ridge National Laboratory's Manufacturing Demonstration Facility and the HPC for Energy Innovation (HPC4EI) program.

Introduction to the AHPI Initiative

The proposed collaboration between Rescale and the three US Department of Energy national laboratories (Lawrence Berkeley National Laboratory, Oak Ridge National Laboratory, and Lawrence Livermore National Laboratory) aims to democratize access to advanced simulation codes developed by the Department of Energy. These codes have been used for decades to simulate complex phenomena in fields such as advanced manufacturing, materials science, and energy systems. However, their adoption has been limited by the need for specialized expertise to configure and maintain the software on high-performance computing (HPC) infrastructure.

Benefits of the AHPI Initiative

The AHPI initiative will provide US manufacturers with secure, cloud-native access to these codes through an intuitive, agent-augmented interface that requires no specialized HPC expertise to operate. The Rescale platform will host the DOE codes and pair them with agentic AI that guides users through every step of the simulation workflow. This will enable engineers to translate intent into fully autonomous simulation workflows, automating tasks such as:

• Mesh configuration
• Hardware selection
• Solver tuning
• Checkpoint management

Comparison of AHPI Initiative with Traditional Methods

Partners and Their Contributions

The three national laboratories bring complementary depth across various fields, including:

• Fluid dynamics
• Phase and chemical transformations
• Additive manufacturing
• Materials science
• Energy systems
  The Rescale platform will provide a secure and intuitive interface for accessing these codes, with the goal of accelerating the deployment of advanced simulation codes in production engineering environments.

Bottom Line

The proposed collaboration between Rescale and the three US Department of Energy national laboratories has the potential to revolutionize the adoption of advanced simulation codes in US industry. By providing secure, cloud-native access to these codes and automating simulation workflows with agentic AI, the AHPI initiative can help bridge the infrastructure and expertise gaps that have limited the adoption of these codes. With the potential to accelerate innovation and improve competitiveness in US manufacturing, the AHPI initiative is an exciting development in the field of digital engineering.