Author
Majid Hussain
Recent research
- Engineering & TechnologyOpen access
The Non-Identifiability Limit in Structural Monitoring
Structural monitoring rests on a silent premise: that the telemetry a structure produces determines, well enough, the structural state it is in. This paper makes the premise explicit, proves its failure for a declared observation class, and states the contract an honest monitor o...
- AI & ComputingOpen access
The Structural Control Architecture: Three Channels and a Governed Seam
The first paper of this series proved that telemetry does not determine structural state — exactly not in the blind set, and within the noise floor below resolution — and the second measured where telemetry-side governance actually ends: a fixed-gate estimator earning its envelop...
- Engineering & TechnologyOpen access
The Non-Identifiability Limit in Structural Monitoring
Structural monitoring rests on a silent premise: that the telemetry a structure produces determines, well enough, the structural state it is in. This paper makes the premise explicit, proves its failure for a declared observation class, and states the contract an honest monitor o...
- AI & ComputingOpen access
The first two papers in this series constrain knowing: three scoped limits and a criterion-conditional operating discipline (Paper One), and a tolerance-bounded instrument by which a shortfall can be pointed to under controlled comparison (Paper Two). This paper turns to construc...
- AI & ComputingOpen access
The Structural Control Architecture: Three Channels and a Governed Seam
The first paper of this series proved that telemetry does not determine structural state — exactly not in the blind set, and within the noise floor below resolution — and the second measured where telemetry-side governance actually ends: a fixed-gate estimator earning its envelop...