Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/scalable-heterogeneous-graph-foundation-models-for-data-driven-optimal-power-flow-in-smart-grids

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-05-25
Score updated: 2026-05-25
Score fresh until: 2026-06-24
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID scalable-heterogeneous-graph-foundation-models-for-data-driven-optimal-power-flow-in-smart-grids | Route /signal-canvas/scalable-heterogeneous-graph-foundation-models-for-data-driven-optimal-power-flow-in-smart-grids

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/scalable-heterogeneous-graph-foundation-models-for-data-driven-optimal-power-flow-in-smart-grids

MCP example

{
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    "mode": "paper",
    "paper_ref": "scalable-heterogeneous-graph-foundation-models-for-data-driven-optimal-power-flow-in-smart-grids",
    "query_text": "Summarize Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids",
  "normalized_query": "2605.23194",
  "route": "/signal-canvas/scalable-heterogeneous-graph-foundation-models-for-data-driven-optimal-power-flow-in-smart-grids",
  "paper_ref": "scalable-heterogeneous-graph-foundation-models-for-data-driven-optimal-power-flow-in-smart-grids",
  "topic_slug": null,
  "benchmark_ref": null,
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}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

PDF: https://arxiv.org/pdf/2605.23194v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-25T20:40:49.227Z

Signal Canvas receipt window

Not build-ready: Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

/buildability/scalable-heterogeneous-graph-foundation-models-for-data-driven-optimal-power-flow-in-smart-grids

Ignoreblocked

Subject: Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

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