Technical Note 01
2026-03-03
Process Maps from Sparse Experiments
Turning limited experimental tables into interpretable multivariate process maps with AI-assisted inference.
Caldera
Caldera Technical Notes
Engineering notes on sparse experiments, AI-assisted process mapping, and next-run decisions.
Technical Note 02
2026-03-09
Reading Multivariate Effects and Interactions
AI-assisted interpretation of how multiple process variables jointly shape system behavior.
Technical Note 03
Coming soon
Constraint-Aware Modeling for Process Systems
Stabilizing sparse-data models using engineering constraints, physical rules, and literature knowledge.
Technical Note 04
Coming soon
Uncertainty and Extrapolation Risk
Separating supported regions from speculative behavior near the boundary of available data.
Technical Note 05
Coming soon
Trade-offs Across Multiple Targets
Visualizing competing objectives and identifying feasible operating windows.
Technical Note 06
Coming soon
Next-Experiment Planning from Process Maps
AI-guided exploration, optimization, and boundary-aware extrapolation for the next run.