Predictive Feasibility Assessment Research Library

The Research Library provides access to the foundation documents, validation studies, assessment examples, and advanced research that support the Predictive Feasibility Assessment (PFA) framework.

Where Should I Start?

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.

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Foundation Documents

These documents introduce the core concepts behind Predictive Feasibility Assessment and explain why predictive systems often fail before deployment begins.

Executive Guide

PFA Executive Guide

Operational introduction to Predictive Feasibility Assessment.

Whitepaper

Before You Build the Model

Complete technical foundation of the PFA framework.

Signal Flow

From Raw Signal to Prediction

Visual walkthrough of how predictive structure emerges from data.

Failure Modes

When Prediction Is Impossible

Why some signals fail regardless of model complexity.

Research Paper

Assessing Predictive Feasibility

The original research paper introducing predictive feasibility.

Cross-Domain Validation

Research demonstrating predictive feasibility across multiple real-world domains.

NASA

NASA Ground-Truth Validation Program

125 pages of real battery degradation validation studies using the NASA PCoE Battery Dataset.

View Research
Battery

Inferability Boundary Validation Program

Cross-domain validation of recoverable and irrecoverable inferability.

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Telemetry

Telemetry Predictive Feasibility Validation

Empirical validation of predictive feasibility using real telemetry signals.

View Research

Real-World Assessment Cases

Real-world examples showing how predictive feasibility behaves across different systems.

Case 01

FD001 vs FD002

Same benchmark family. Completely different predictive outcomes.

View Case
Case 02

Recoverable Structure

From NO-GO to Near GO through representation recovery.

View Case
Case 03

NASA Battery Systems

Similar systems. Different predictive feasibility.

View Case
Case 04

fastSPT Biological Systems

Predictive structure under extreme ambiguity.

View Case

Ubuntu Validation Series

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.

Validation

Empirical Validation

Empirical validation of the inferability framework, including reproducibility, permutation significance, falsification testing, temporal causality and cross-domain validation.

Open Research
Forecasting

Forecasting & Deployment

Forecasting generalization, transition forecasting, threshold calibration, false-positive reduction, deployment stress testing and operational warning systems.

Open Research
Models

Model Selection & Robustness

Model correspondence, model-family benchmarking, transfer robustness, deployment stability and predictive model-ranking validation.

Open Research
Master Report

Complete Validation Program

Complete 212-page master validation report integrating empirical validation, forecasting, deployment robustness, model selection, falsification testing, cross-domain validation and transfer stress benchmarking.

Open Research