Search
Find articles by keyword, tag, or topic.
Filter by Tag
11 results found
Case Study: Accelerating CFD Simulations with AI Surrogate Models
How an HVAC manufacturer used AI surrogate models to reduce their CFD simulation times from days to minutes, enabling real-time design iteration.
Case Study: Redesigning an Automotive Suspension Bracket with Generative Design
A deep dive into how a mid-sized automotive supplier used generative design to reduce the weight of a critical suspension component by 22% while maintaining structural integrity.
The AI-Powered CAD Landscape: What's Actually Useful?
A breakdown of the current AI tools available in major CAD packages and how to separate the marketing hype from practical engineering utility.
Codify Before You Build: How to Actually Use AI in Corporate Engineering
Stop asking 'What can AI do?' and start asking 'What do I wish I didn't have to do?' Learn how to build micro-tools that automate the 80% of your engineering workflows that drain your energy.
The Engineer's Guide to Getting Corporate Buy-In for AI Tools
Your manager doesn't care about neural networks. Here's how to build a business case for AI adoption that speaks the language of ROI, risk mitigation, and competitive advantage.
Beyond Topology Optimization: How AI is Reshaping CAD Workflows
Generative design has evolved from a buzzword to a practical tool. Here is how mechanical engineers can integrate AI-driven CAD into their daily corporate workflows.
10 ChatGPT Prompts Every Mechanical Engineer Should Know
From debugging GD&T callouts to generating Python scripts for data processing, here are the prompts that have become part of my daily engineering toolkit.
Automating FEA Reports with Large Language Models
Stop spending hours copying and pasting plots into Word documents. Learn how to use Python and LLMs to generate comprehensive FEA reports automatically.
Case Study: How a Tier-1 Automotive Supplier Cut Development Time by 40%
A real-world look at how one automotive supplier integrated AI-driven simulation and generative design into their product development process, and the organizational challenges they overcame.
Python for Mechanical Engineers: The Only Libraries You Actually Need
You don't need to become a software developer. Here are the five Python libraries that will cover 90% of your engineering automation needs.
Predictive Maintenance and the AI-Driven Supply Chain
How machine learning models are moving from the server room to the factory floor, predicting failures before they happen and optimizing spare parts inventory.