Per-Isomer SAF Property Prediction with VUV-AI
Single GC×GC composition input → 38 D4054-aligned properties + interactive blend exploration.
Pick a molecule, see the shift
702 NIST molecules × 4 base fuels (A-1, A-2, A-3, WJFS-2024). Density, viscosity, smoke point, flash, freeze — at 1-20 % blend.
Open the slider →VUV automated ID, live
Bell-method spectral ID on SAK samples. Watch the predicted CI tighten as confidence rises.
Open the demo →4-cohort blend comparison
A-1 / A-2 / A-3 / WJFS — 702 NIST molecules × 38 properties
Molecule explorer
Pick any of 702 NIST molecules; see Δ across cohorts
WJFS-2024 parity
20 properties × 38 fuels held-out validation
Methods + caveats
Mixing rules, Olson constants, Walther extrapolation, isomer-prior architecture