Skip to main content

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

Watchwatch

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

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, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.