Buildability / Receipt
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
/buildability/accelerated-and-data-efficient-flow-prediction-in-stirred-tanks-via-physics-informed-learning
Subject: Accelerated and data-efficient flow prediction in stirred tanks via physics-informed learning
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Receipt path
/buildability/accelerated-and-data-efficient-flow-prediction-in-stirred-tanks-via-physics-informed-learning
Paper ref
accelerated-and-data-efficient-flow-prediction-in-stirred-tanks-via-physics-informed-learning
arXiv id
2605.07444
Generated at
2026-05-11T20:48:30.821Z
Evidence freshness
stale
Last verification
2026-05-11T20:48:30.821Z
Sources
3
References
0
Coverage
50%
Lineage hash
6ce133d209ded784d9c57ebb130c8b511a11ce47f1f68a99de4c63d6a77e9cb8
Canonical opportunity-kernel lineage hash.
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.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references