Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization

Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/large-language-models-as-optimization-controllers-adaptive-continuation-for-simp-topology-optimization

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 large-language-models-as-optimization-controllers-adaptive-continuation-for-simp-topology-optimization | Route /signal-canvas/large-language-models-as-optimization-controllers-adaptive-continuation-for-simp-topology-optimization

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curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/large-language-models-as-optimization-controllers-adaptive-continuation-for-simp-topology-optimization

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization

PDF: https://arxiv.org/pdf/2603.25099v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

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Watch and verify: Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization

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Subject: Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization

Verdict

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

Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization

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