boundary representation
PulseAugur coverage of boundary representation — every cluster mentioning boundary representation across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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New AI system generates executable CAD programs from diverse inputs
Researchers have developed MIRAGE-CAD, a system capable of generating executable CAD programs from various inputs including natural language, rendered images, point clouds, and STEP/B-Rep geometry. The system maps these…
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New HiFi-BRep framework enhances CAD boundary representation generation
Researchers have developed HiFi-BRep, a novel framework designed to improve the generation of boundary representations (B-Reps) for computer-aided design. This method addresses common issues in deep generative models by…
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New OmniMech benchmark evaluates VLMs for industrial CAD generation
Researchers have introduced OmniMech, a large-scale benchmark designed to evaluate vision-language models (VLMs) in generating executable CAD programs from industrial manufacturing data. The benchmark includes over 251,…
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New WDR framework improves CAD model generation without retraining
Researchers have developed a new framework called Wireframe Detection and Repair (WDR) to improve the generation of valid boundary representations (B-Reps) for CAD models. This training-free approach addresses issues li…
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New CAD framework generates B-Rep models directly from parametric surfaces
Researchers have developed ParaCAD, a novel autoregressive framework for generating Boundary Representation (B-Rep) models directly from parametric surfaces. This approach preserves the intrinsic geometric fidelity and …
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New ArtisanCAD agent uses expert knowledge for industrial CAD generation
Researchers have developed ArtisanCAD, an industrial-level CAD agent that utilizes expert-grounded knowledge distillation to improve the generation of computer-aided design models. The system employs a CAD intermediate …
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Embodied CAD uses LLM agents for parametric assembly modeling
Researchers have developed Embodied CAD, a system that uses large language model agents to perform parametric boundary representation (B-Rep) assembly modeling in computer-aided design (CAD). This agent iteratively sele…
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Pointer-CAD unifies B-Rep and command sequences for LLM-based CAD generation
Researchers have introduced Pointer-CAD, a new framework designed to improve the generation of computer-aided design (CAD) models using large language models (LLMs). Unlike previous methods that represent CAD as command…
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LLM-driven FutureCAD framework generates high-fidelity CAD models
Researchers have developed FutureCAD, a new framework for generating high-fidelity Computer-Aided Design (CAD) models. This system utilizes large language models (LLMs) to generate executable CadQuery scripts and a B-Re…