3 papers
cs.CY2026
Qualified Educational Capacity Planning under Heterogeneous Student Support Needs: A Synthetic Benchmark and Decision-Support Framework
Carlos Eduardo Sanoja, Oscar Enrique Moreno Mayz
Educational support services often face a qualified-capacity problem: staff time is scarce, qualifications decay, new support needs can appear before anyone is prepared for them, a…
cs.AI2026
Skill-Constrained Model Predictive Control for Resilient Manufacturing Supply Chains
Carlos Eduardo Sanoja
In skill-constrained production-inventory systems, the qualified human capacity available tomorrow depends on training decisions made today: production requires certified workers,…
cs.AI2026
SkillChain-Gym: A Benchmark for Reskilling-Aware Production-Inventory Control under Disruptions
Carlos Eduardo Sanoja
Production planning increasingly has to treat workforce capability as a decision variable: certifications lapse when skills are not maintained, new products require skills the curr…