2.49x
Physics Cliff Amplification
Peak warpage amplification 2.49x (silicon), universal across all five tested materials (Si 2.49x, Glass 2.48x, InP 2.45x, GaAs 2.42x, SiC 2.45x). Onset at k_azi=0.80. CV explodes from 6.5% to 29.4%. Confirmed by 11,000 Monte Carlo FEM solves (200 samples/point). Design-around gap: 13.2x. For ASML, it means every scanner that ships without cliff detection carries an uncharacterized instability that manifests as unexplained yield variance your customers will attribute to scanner performance.
96.5%
ILC Warpage Reduction
Zernike-decomposed Iterative Learning Controller with mode-specific decreasing gain achieves 96.5% warpage reduction on Silicon in 15 iterations. 97.6% on InP in 25 iterations. 97.9% on InP at high delta-T in 40 iterations. Robust to plus-or-minus 20% plant model mismatch (maintains 78-93% reduction). This is the only published control system that operates below the Physics Cliff boundary — keeping wafers in the safe zone where yield is 100% rather than the catastrophic zone where yield is 33%.
52/52
SECS/GEM Protocol Compliance
678 lines of production-grade Python implementing SEMI E5 (SECS-II) and SEMI E37 (HSMS) protocols. Passes 9 out of 9 protocol categories and 52 out of 52 individual compliance checks. Implements S1F13, S2F41, and S6F11 message types. This interface is designed for your scanner control architecture — not a research prototype requiring custom middleware. Integration path to production: 2 weeks.
0.028%
FEM Solver Accuracy
Biharmonic Kirchhoff-Love plate solver (D * nabla^4 w = q) validated at 0.028% error at N=320 mesh versus Timoshenko analytical solutions. Richardson extrapolation convergence order p=1.13, ±0.71% error bound. 11,000 FEM solves, 200 samples/point across 5 materials. For ASML, this replaces the Poisson-approximation solvers (del^2 w = f) used in legacy tools that are 17x less accurate and incapable of detecting the nonlinear stability boundary where the Physics Cliff lives.