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/physics-guided-transformer-pgt-physics-aware-attention-mechanism-for-pinns
Subject: Physics-Guided Transformer (PGT): Physics-Aware Attention Mechanism for PINNs
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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/physics-guided-transformer-pgt-physics-aware-attention-mechanism-for-pinns
Paper ref
physics-guided-transformer-pgt-physics-aware-attention-mechanism-for-pinns
arXiv id
2603.27929
Generated at
2026-03-31T20:21:08.690Z
Evidence freshness
stale
Last verification
2026-03-31T20:21:08.690Z
Sources
3
References
37
Coverage
50%
Lineage hash
5c49fee13a1c85912b09c6f9763b9699f7ac3f84c9a20ad049ce8579ec57ef68
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
proof_status