Small Models, Strong Priors: Architectural Inductive Bias for Parameter-Efficient Neural PDE Solvers

Small Models, Strong Priors: Architectural Inductive Bias for Parameter-Efficient Neural PDE Solvers | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/small-models-strong-priors-architectural-inductive-bias-for-parameter-efficient-neural-pde-solvers

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-27
Score updated: 2026-05-26
Score fresh until: 2026-06-25
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 small-models-strong-priors-architectural-inductive-bias-for-parameter-efficient-neural-pde-solvers | Route /signal-canvas/small-models-strong-priors-architectural-inductive-bias-for-parameter-efficient-neural-pde-solvers

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MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Small Models, Strong Priors: Architectural Inductive Bias for Parameter-Efficient Neural PDE Solvers

PDF: https://arxiv.org/pdf/2605.25949v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-27T00:04:27.084Z

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Not build-ready: Small Models, Strong Priors: Architectural Inductive Bias for Parameter-Efficient Neural PDE Solvers

/buildability/small-models-strong-priors-architectural-inductive-bias-for-parameter-efficient-neural-pde-solvers

Ignoreblocked

Subject: Small Models, Strong Priors: Architectural Inductive Bias for Parameter-Efficient Neural PDE Solvers

Verdict

Ignore

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

Small Models, Strong Priors: Architectural Inductive Bias for Parameter-Efficient Neural PDE Solvers

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