The Research Library provides access to the foundation documents, validation studies, assessment examples, and advanced research that support the Predictive Feasibility Assessment (PFA) framework.
New visitors should begin with the Executive Guide and then continue through the Foundation Research documents before exploring the Validation Research, Assessment Cases, and Advanced Research sections.
These documents introduce the core concepts behind Predictive Feasibility Assessment and explain why predictive systems often fail before deployment begins.
Operational introduction to Predictive Feasibility Assessment.
Complete technical foundation of the PFA framework.
Visual walkthrough of how predictive structure emerges from data.
Why some signals fail regardless of model complexity.
The original research paper introducing predictive feasibility.
Research demonstrating predictive feasibility across multiple real-world domains.
125 pages of real battery degradation validation studies using the NASA PCoE Battery Dataset.
View ResearchCross-domain validation of recoverable and irrecoverable inferability.
View ResearchEmpirical validation of predictive feasibility using real telemetry signals.
View ResearchReal-world examples showing how predictive feasibility behaves across different systems.
The Ubuntu Validation Series contains the advanced empirical validation layer behind the Predictive Feasibility Assessment (PFA) framework. The series is organized into empirical framework validation, forecasting and deployment assessment, model selection and robustness assessment, plus a complete integrated master report.
Empirical validation of the inferability framework, including reproducibility, permutation significance, falsification testing, temporal causality and cross-domain validation.
Open ResearchForecasting generalization, transition forecasting, threshold calibration, false-positive reduction, deployment stress testing and operational warning systems.
Open ResearchModel correspondence, model-family benchmarking, transfer robustness, deployment stability and predictive model-ranking validation.
Open ResearchComplete 212-page master validation report integrating empirical validation, forecasting, deployment robustness, model selection, falsification testing, cross-domain validation and transfer stress benchmarking.
Open Research