Electronic Design: Rethinking How Physics Is Used in Hardware Design
5.19.2026 | By Vinci
Originally published on Electronic Design by Hardik Kabaria | May 19, 2026.
In this Electronic Design article, Hardik Kabaria argues that modern hardware design is no longer limited by compute alone, but by how and when physics can be evaluated in the workflow. The piece outlines why legacy simulation remains too episodic for current engineering demands and describes a shift toward continuously computed physics that is deterministic, solver-consistent, and grounded in manufacturing-relevant geometry.
The article examines why traditional simulation workflows are too slow and disconnected from the pace of modern hardware design. It describes how physics is still typically accessed as a separate step—prepare, mesh, solve, analyze—rather than as something continuously available during design, even as systems become more complex, tightly coupled, and manufacturing-constrained.
"The issue is no longer computational capacity, but access to physical insight at the pace and fidelity required by modern design."
Key takeaways from the coverage:
Modern hardware design is increasingly constrained by delayed access to physical insight, not just by available compute.
Legacy simulation workflows make physics intermittent, which limits how often engineering teams can evaluate important design tradeoffs.
As systems become more coupled across thermal, mechanical, fluid, and electromagnetic domains, engineering workflows need physics that is more continuously available inside the design loop.
The article points to a broader shift from simulation as a discrete validation step to physics as a persistent constraint throughout hardware design.
How does the article describe continuous physics in hardware workflows?
The piece describes an alternative to episodic simulation in which physical behavior is computed continuously as geometry, materials, and boundary conditions change. It argues that for this to work in real engineering environments, computation must operate directly on manufacturing-relevant geometry and remain deterministic and consistent with established physical solvers.
About Vinci
Vinci is a frontier lab building the foundation model for the physical world. Its deterministic, solver-grounded systems make physics continuously computable inside production engineering workflows and are already running on flagship programs, shifting physics from an episodic simulation bottleneck to continuous infrastructure for design, manufacturing, and reliability decisions.
