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AI-accelerated design workflows with nTop and PhysicsX

AI-Accelerated Design Workflows with nTop and PhysicsX

Published on June 10, 2026

Marc Jacobs, CTO of nTop, and Nico Haag, Co-Founder of PhysicsX, sit down with host Brian Sather to discuss how robust geometry and physics AI accelerate design exploration.

The conversation covers what physics AI is and why it shifts the optimization bottleneck from simulation to geometry, how nTop and PhysicsX connect into a single pipeline from parametric geometry through surrogate training to real-time prediction inside nTop, how the models stay trustworthy through uncertainty quantification and active learning, and where the partnership is headed next.