Agentic Engineering & PINNs: AI for Simulation Engineers - James Shaw | Podcast #172 @JousefM
Agentic Engineering & PINNs: AI for Simulation Engineers - James Shaw | Podcast #172  @JousefM
Uploaded April 2026 | Updated September 2026, 1 week ago
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In this episode, we sit down with James Shaw, mechanical engineer and Ansys channel partner, to unpack how agentic AI is moving through simulation workflows right now, from tech support and model setup all the way to AI in the solver itself. We dig into why CFD is the leading application for physics-informed neural networks, what the senior-junior inversion crisis means for engineering teams, and why the physical world keeps skilled engineers irreplaceable no matter how capable the software gets.

If you work in simulation or you're thinking seriously about where the profession is heading, this one is worth your time.

Tune in!

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Jousef Murad | Deep Dive |

Agentic Engineering & PINNs: AI for Simulation Engineers - James Shaw | Podcast #172

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