mechanical-engineering

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#mechanical-engineering

Large Language Models and their Awareness of Mechanics and Spatial Geometry

arXiv cs.AI · 5d ago Cached

This paper introduces MecEng, a benchmark for evaluating large language models on mechanics and spatial geometry tasks in mechanical engineering, revealing their improving but still error-prone capabilities.

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#mechanical-engineering

Internal Combustion Engine

Hacker News Top · 2026-07-01 Cached

An interactive educational article that explains the functionality of internal combustion engines, starting from simple cranks and pistons to detailed animations of four-stroke cycles.

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#mechanical-engineering

I'm building a Space Cadet Pinball Machine! [video]

Hacker News Top · 2026-06-26 Cached

The author is physically building the classic pinball game 'Space Cadet Pinball', with key improvements such as addressing flipper overheating, insufficient pop bumper power, and creating an upper playfield and a unique ball return mechanism.

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#mechanical-engineering

@adamdotnew: We’re very excited to announce that Anthropic’s Fable 5 is a SOTA model at mechanical engineering tasks! It can generat…

X AI KOLs Following · 2026-06-09 Cached

Anthropic announces Fable 5, a state-of-the-art model for mechanical engineering tasks capable of generating intricate assemblies and mechanisms from a single prompt.

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#mechanical-engineering

A modular impact diverting mechanism for football helmets [pdf]

Hacker News Top · 2026-06-07 Cached

This paper presents a modular impact diverting mechanism for football helmets, aiming to improve safety by redirecting impact forces.

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#mechanical-engineering

VFEAgent: A Multimodal Agent Framework for End-to-End Automated Finite Element Analysis

arXiv cs.AI · 2026-05-29 Cached

This paper proposes VFEAgent, a multi-agent system that automates finite element analysis by integrating vision-language models with a verification-first code synthesis framework, enabling end-to-end simulation from images and problem descriptions.

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#mechanical-engineering

MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Understanding

Hugging Face Daily Papers · 2026-05-29 Cached

This paper introduces MechVQA, a dataset with 3.3k high-density mechanical engineering drawings and 21k question-answer pairs, along with the MechVL model that outperforms existing baselines by 7.57 percentage points on the MechVQA total score, advancing multimodal LLM understanding of mechanical drawings.

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#mechanical-engineering

Gemini 3 Deep Think: Accelerating mechanical engineering and rapid prototyping

YouTube AI Channels · 2026-05-08 Cached

Gemini 3 Deep Think enables faster mechanical design iteration by generating multiple design options from images or prompts, helping non-CAD experts rapidly explore and prototype.

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