Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding

Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/practical-cross-band-channel-prediction-for-ai-ran-via-physics-guided-deep-unfolding

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
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 practical-cross-band-channel-prediction-for-ai-ran-via-physics-guided-deep-unfolding | Route /signal-canvas/practical-cross-band-channel-prediction-for-ai-ran-via-physics-guided-deep-unfolding

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/practical-cross-band-channel-prediction-for-ai-ran-via-physics-guided-deep-unfolding

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "practical-cross-band-channel-prediction-for-ai-ran-via-physics-guided-deep-unfolding",
    "query_text": "Summarize Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding",
  "normalized_query": "2605.31279",
  "route": "/signal-canvas/practical-cross-band-channel-prediction-for-ai-ran-via-physics-guided-deep-unfolding",
  "paper_ref": "practical-cross-band-channel-prediction-for-ai-ran-via-physics-guided-deep-unfolding",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding

PDF: https://arxiv.org/pdf/2605.31279v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-01T20:26:56.134Z

Signal Canvas receipt window

Not build-ready: Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding

/buildability/practical-cross-band-channel-prediction-for-ai-ran-via-physics-guided-deep-unfolding

Ignoreblocked

Subject: Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding

Verdict

Ignore

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

Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface