Buildability / Receipt
Thermodynamic Liquid Manifold Networks: Physics-Bounded Deep Learning for Solar Forecasting in Autonomous Off-Grid Microgrids
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
Watch and verify: Thermodynamic Liquid Manifold Networks: Physics-Bounded Deep Learning for Solar Forecasting in Autonomous Off-Grid Microgrids
/buildability/thermodynamic-liquid-manifold-networks-physics-bounded-deep-learning-for-solar-forecasting-in-autonomous-off-grid-microg
Subject: Thermodynamic Liquid Manifold Networks: Physics-Bounded Deep Learning for Solar Forecasting in Autonomous Off-Grid Microgrids
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.
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/thermodynamic-liquid-manifold-networks-physics-bounded-deep-learning-for-solar-forecasting-in-autonomous-off-grid-microg
Paper ref
thermodynamic-liquid-manifold-networks-physics-bounded-deep-learning-for-solar-forecasting-in-autonomous-off-grid-microg
arXiv id
2604.11909
Freshness
Generated at
2026-04-15T16:48:18.213Z
Evidence freshness
stale
Last verification
2026-04-15T16:48:18.213Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
050c05774114d4c196293d7de8d3ce2e69a2948bffd91314f9d44999d9f25b2f
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: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
repo_url
references
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, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.