---
title: "SNAP-FM: Sparse Nonlinear Accelerated Projection for Physics-Constrained Generative Modeling — Stuff That Spins"
description: "arXiv:2607.00095v1 Announce Type: new Abstract: Generative models have emerged as scalable surrogates for physical simulation, yet they offer no guarantee that their outputs respect the conservation laws, boundary conditions, and nonlinear invariants that govern the underlying physics. Constrained …"
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keywords: ["SpinGraph", "spin analysis", "GEO"]
date: "2026-07-02T04:00:00+00:00"
modified: "2026-07-02T16:51:20.469748+00:00"
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# SNAP-FM: Sparse Nonlinear Accelerated Projection for Physics-Constrained Generative Modeling

**Source:** Unknown  
**Published:** July 2, 2026  
**Original:** https://arxiv.org/abs/2607.00095  

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