Skip to main content

Buildability / Receipt

Multiscale Physics-Informed Neural Network for Complex Fluid Flows with Long-Range Dependencies

This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.

Public buildability page receipt window

Not build-ready: Multiscale Physics-Informed Neural Network for Complex Fluid Flows with Long-Range Dependencies

/buildability/multiscale-physics-informed-neural-network-for-complex-fluid-flows-with-long-range-dependencies

Ignoreblocked

Subject: Multiscale Physics-Informed Neural Network for Complex Fluid Flows with Long-Range Dependencies

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/multiscale-physics-informed-neural-network-for-complex-fluid-flows-with-long-range-dependencies

Paper ref

multiscale-physics-informed-neural-network-for-complex-fluid-flows-with-long-range-dependencies

arXiv id

2604.05652

Freshness

Generated at

2026-04-08T03:21:54.703Z

Evidence freshness

fresh

Last verification

2026-04-08T03:21:54.703Z

Sources

0

References

0

Coverage

0%

Hash state

Lineage hash

a2b849e78330381a9e819cef8e6d0999285b9c2d8003ba5b3c21f714d1c3d110

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

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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.