Tag

Design AI

3 dispatches

All AI Architecture Manufacturing Digital Twins Simulation Automation

EXPO TRACKS:Design AI & Computational CAE Agentic ERP & Enterprise Memory Replayable Digital Twins & Controls Composites & Physical Fabrication

Parametric CAD geometry under FEA stress analysis with mathematical boundary equations overlaid on an engineering grid

October 16, 2026Track 01: Design AI & Computational CAE

Physics as Code: Why Foundation Models Fail Without First-Principles Constraints

Why probabilistic AI models hallucinate in physical manufacturing, and how deterministic physics solvers turn ungrounded suggestions into buildable reality.

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Generatively designed 3D printed carbon composite bottle cage with organic bionic lattice structure on an engineering workbench

August 14, 2021Track 01: Design AI & Computational CAE

Generative Additive: Topology Optimization and the 3D-Printed Genius Cage

How AI topology optimization in Ansys Discovery eliminated material mass while maintaining 45G retention force in the 3D-printed Predator Genius Cage.

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Generative design component displaying organic lattice structures optimized for structural load

November 19, 2019Track 01: Design AI & Computational CAE

Generative Design: Optimizing Cycling Components

How I used cloud generative design in Fusion 360 at Predator Cycling to engineer a lighter, stiffer rear dropout for Olympic-level track racing.

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