Buildability / Receipt
A Numerical Method for Coupling Parameterized Physics-Informed Neural Networks and FDM for Advanced Thermal-Hydraulic System Simulation
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Not build-ready: A Numerical Method for Coupling Parameterized Physics-Informed Neural Networks and FDM for Advanced Thermal-Hydraulic System Simulation
/buildability/a-numerical-method-for-coupling-parameterized-physics-informed-neural-networks-and-fdm-for-advanced-thermal-hydraulic-sy
Subject: A Numerical Method for Coupling Parameterized Physics-Informed Neural Networks and FDM for Advanced Thermal-Hydraulic System Simulation
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/a-numerical-method-for-coupling-parameterized-physics-informed-neural-networks-and-fdm-for-advanced-thermal-hydraulic-sy
Paper ref
a-numerical-method-for-coupling-parameterized-physics-informed-neural-networks-and-fdm-for-advanced-thermal-hydraulic-sy
arXiv id
2604.02663
Freshness
Generated at
2026-04-06T20:16:59.808Z
Evidence freshness
fresh
Last verification
2026-04-06T20:16:59.808Z
Sources
0
References
0
Coverage
0%
Hash state
Lineage hash
015a5436a023556c0c0d83afc3153bf8d02fd052d3ebdddfeee1259411f03047
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: paper_evidence_receipts.references_count
- Missing: paper_evidence_receipts.coverage
- Unknown: Canonical evidence receipt has not been materialized yet.
Some score or evidence fields are outside the preferred freshness window.
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, or external adoption unless explicitly sourced.