01 / Problem
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Paper 026 / Application 003 / June 13, 2026
AtlasForge: A Differentiable FEM Service for Anomaly-Resistant Apparatus Design
Geometry scoring, artifact amplification, and reproducible simulation pipelines in JMP0X1B
01 / Abstract
Abstract
AtlasForge is a proposed simulation service that implements the finite-element and geometry-search papers. Its purpose is to design apparatus that separates mechanisms under controls and to publish the failed designs that reveal artifact traps. AtlasForge manages CAD digests, mesh convergence, solver settings, proxy calculations, surrogate models, and discrimination scores.
02 / Frame
Research Frame
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\[
G \xrightarrow{mesh} M \xrightarrow{solve} \Phi,E \xrightarrow{proxy} z \xrightarrow{score} D(G).
\]
\[
\mathrm{Valid}(G)=\mathrm{Converged}(M)\wedge\mathrm{UnitsOK}(z)\wedge\mathrm{ObjectiveDeclared}.
\]
03 / Structure
Paper Structure
The manuscript follows the JMP0X1B discipline: state the problem, formalize the model, name the claims, and publish enough source material for review and revision.
02 / Model
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03 / Claims
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04 / Evidence Plan
This section is included in the source manuscript and the PDF build for review.
04 / Files
Paper Files
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