24h Challenge: Solving Physics-Induced Yield Loss and Jitter. Open to Industrial Leaders

To the engineering leads at Siemens, Sony, TSMC, and others:

​Your current control systems are fighting a losing battle against non-linear instabilities and boundary-layer singularities. Every millisecond of jitter costs you millions.

​I have implemented a predictive 3D Navier-Stokes solution (DOI: 10.5281/zenodo.14532731) into a deterministic Rust engine. It uses a Deep-RL agent to switch between Containment and Eradication modes based on Riccati-type inequalities.

​The 24h Audit:

​Zero Risk: I provide a binary for your test-node.

​Zero Time Waste: 10-minute setup. 24-hour verification.

​The Deal: If I stabilize your process and reduce waste, I want 25% of the savings. If not, I leave.

​No GC-Jitter. No thermal lag excuses. I’m not here for a job—I’m here to prove the math works in your fab.

​DM me for the Binary. Serious industrial inquiries only

Posted Jan 25, 2026, 12:35 PM UTC

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