GS-Surrogate: Deformable Gaussian Splatting for Parameter Space Exploration of Ensemble Simulations explores GS-Surrogate uses deformable Gaussian Splatting for real-time, flexible exploration of ensemble simulations across parameter spaces.. Commercial viability score: 6/10 in Scientific Visualization.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulations
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 gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulations | Route /paper/gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulations
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulationsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.06358"
}
}source_context
{
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"mode": "paper",
"query": "GS-Surrogate: Deformable Gaussian Splatting for Parameter Space Exploration of Ensemble Simulations",
"normalized_query": "2604.06358",
"route": "/paper/gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulations",
"paper_ref": "gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulations",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulations
Subject: GS-Surrogate: Deformable Gaussian Splatting for Parameter Space Exploration of Ensemble Simulations
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
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Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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Preparing verified analysis
Dimensions overall score 6.0
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Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulations
Paper ref
gs-surrogate-deformable-gaussian-splatting-for-parameter-space-exploration-of-ensemble-simulations
arXiv id
2604.06358
Generated at
2026-04-09T20:10:02.053Z
Evidence freshness
fresh
Last verification
2026-04-09T20:10:02.053Z
Sources
0
References
0
Coverage
0%
Lineage hash
45eed2baaa9c129b9fdddb388d00bd672a7190c1eb8c229fb60fd216249084a6
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Verification pending / evidence receipt incomplete
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paper_evidence_receipts.coverage