Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/crash-assessment-via-mesh-based-graph-neural-networks-and-physics-aware-attention

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
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 crash-assessment-via-mesh-based-graph-neural-networks-and-physics-aware-attention | Route /signal-canvas/crash-assessment-via-mesh-based-graph-neural-networks-and-physics-aware-attention

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/crash-assessment-via-mesh-based-graph-neural-networks-and-physics-aware-attention

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "crash-assessment-via-mesh-based-graph-neural-networks-and-physics-aware-attention",
    "query_text": "Summarize Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention"
  }
}

source_context

{
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  "mode": "paper",
  "query": "Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention",
  "normalized_query": "2605.11784",
  "route": "/signal-canvas/crash-assessment-via-mesh-based-graph-neural-networks-and-physics-aware-attention",
  "paper_ref": "crash-assessment-via-mesh-based-graph-neural-networks-and-physics-aware-attention",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

PDF: https://arxiv.org/pdf/2605.11784v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-13T20:54:49.300Z

Signal Canvas receipt window

Watch and verify: Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

/buildability/crash-assessment-via-mesh-based-graph-neural-networks-and-physics-aware-attention

Watchwatch

Subject: Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

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