SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/sim1-physics-aligned-simulator-as-zero-shot-data-scaler-in-deformable-worlds

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-10
Score updated: 2026-04-10
Score fresh until: 2026-05-10
References: 0
Source count: 6
Coverage: 83%

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 sim1-physics-aligned-simulator-as-zero-shot-data-scaler-in-deformable-worlds | Route /signal-canvas/sim1-physics-aligned-simulator-as-zero-shot-data-scaler-in-deformable-worlds

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/sim1-physics-aligned-simulator-as-zero-shot-data-scaler-in-deformable-worlds

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "sim1-physics-aligned-simulator-as-zero-shot-data-scaler-in-deformable-worlds",
    "query_text": "Summarize SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds",
  "normalized_query": "2604.08544",
  "route": "/signal-canvas/sim1-physics-aligned-simulator-as-zero-shot-data-scaler-in-deformable-worlds",
  "paper_ref": "sim1-physics-aligned-simulator-as-zero-shot-data-scaler-in-deformable-worlds",
  "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: SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

PDF: https://arxiv.org/pdf/2604.08544v1

Repository: https://github.com/InternRobotics/SIM1

Source count: 6

Coverage: 83%

Last proof check: 2026-04-10T20:18:24.522Z

Signal Canvas receipt window

Ready for execution: SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

/buildability/sim1-physics-aligned-simulator-as-zero-shot-data-scaler-in-deformable-worlds

Build Nowready

Subject: SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

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