Eigenia Labs

Working Groups.

Eigenia Labs conducts open-source research across non-linear dynamics, catastrophic tail-risk underwriting, and sovereign cyber-physical defense.

Working Groups • 10 Active

Eigenia Labs conducts open-source research across non-linear dynamics, catastrophic tail-risk underwriting, and sovereign cyber-physical defense.

WG-01 // TAIL-RISK13 TREATISES

Cyber Risk Underwriting

Copula tail-risk models, Lloyd's Y5381 catastrophic power benchmarks, and non-Gaussian loss reserves for multi-region synchronized grid collapse.

COPULAS • RESERVE MARGINOpen WG-01
WG-02 // DIGITAL TWIN18 TREATISES

Digital Twin Architecture

7-layer computational ontology coupling 3.2M-node GGNN directed multigraphs with real-time SCADA telemetry and air-gapped physical state mirrors.

ONTOLOGY • GGNN • AIR-GAPOpen WG-02
WG-03 // OPERATOR DECISION6 TREATISES

Operator Decision and Human Factors

Cognitive saturation under alarm floods measured with dynamic Bayesian networks, and a write-access trust boundary that keeps optimization algorithms out of direct command of valves and switchgear.

ALARM LOAD • WRITE-ACCESS BOUNDSOpen WG-03
WG-03B // PSYCHOMETRICS5 TREATISES

Psychometrics and Behavioral Modeling

McKenney-Lacanian tensor algebra and a gated graph neural network mapping operator cognitive dissonance thresholds and threat actor discourse under stress conditions.

COGNITIVE TENSORS • FOUR DISCOURSESOpen WG-03B
WG-04 // CASCADES11 TREATISES

Grid Stability and Cascading Failure

High-voltage grid death wobble, BESS thermal runaway, and synthetic inertia decay boundary conditions in inverter-dominant modern power systems.

GRID STABILITY • BESS RUNAWAYOpen WG-04
WG-05 // CAD & BOM22 TREATISES

Unified Asset Graph

Binding equipment topology (ISO 15926-4) with OWASP CycloneDX 1.6+ bills of materials into the computable graph schema G_CPDT.

ISO 15926 series • CYCLONEDX • CIMOpen WG-05
WG-06 // CONFORMANCE14 TREATISES

Product Assurance and Conformance

EU Cyber Resilience Act Article 14 reporting written as a verifiable 24-hour CSIRT pipeline, VEX and VDR falsification bound to CycloneDX, and firmware provenance carried back to a hardware root of trust.

CRA ARTICLE 14 • VEX & VDROpen WG-06
WG-07 // THREAT TENSORS10 TREATISES

Adversary Modeling

Spectral decomposition of 77,279 critical infrastructure threat data points and the 12-factor Adversary Threat Quotient formula for OT networks.

SPECTRAL TACAM • ATQ QUOTIENTOpen WG-07
WG-09 // PSYCHOMETRIC NOTATION8 TREATISES

Musical Psychometric Notation

A psychological state held as nine numbers, and a stated mapping from that state to mode, tempo, dynamics, orchestration density and harmonic movement, published with a blinded listening pack so the mapping can be contested.

STATE SIMPLEX • BLINDED LISTENINGOpen WG-09
MP-MATH // PHYSICS10 TREATISES

Mathematical Foundations

Kramers potential escape rates, sheaf cohomology for topological fault localization, and Monte Carlo sampling with Ising annealing for optimal grid islanding schedules.

KRAMERS ESCAPE • MONTE CARLOOpen MP-MATH

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