./episode_149.sh

📚 “The great aim of education is not knowledge but action.” – Herbert Spencer

Oct 08, 2023

💻 Verification and Validation for AI: From Requirements to Robust Modeling

In the context of AI certification, V&V techniques will play a vital role in demonstrating that the AI model meets the necessary standards for safety and reliability. The blog post is from Lucas García, Product Manager for Deep Learning Toolbox.

Learn More

🚀 Automate Engineering Tasks Using Low-Code

In this podcast, we dive deep into the world of product development and explore how powerful workflows can revolutionize your approach to creating and engineering.

As a renowned aerospace engineer and entrepreneur, Moritz specializes in model-based engineering and generative design. His journey began with obtaining a doctorate in product development processes, followed by invaluable experience as a senior consultant in generative design and additive manufacturing. This led him to establish Synera, a deep-tech startup dedicated to revolutionizing the engineering sector.

🧠 Surrogate Modeling Toolbox

The surrogate modeling toolbox (SMT) is a Python package that contains a collection of surrogate modeling methods, sampling techniques, and benchmarking functions. This package provides a library of surrogate models that is simple to use and facilitates the implementation of additional methods.

SMT is different from existing surrogate modeling libraries because of its emphasis on derivatives, including training derivatives used for gradient-enhanced modeling, prediction derivatives, and derivatives with respect to the training data.

GitHub Repo

💦 AI Has Cracked a Mathematical Puzzle to Understand the World

Partial differential equations can describe everything from planetary motion to plate tectonics, but they’re notoriously hard to solve.

Full Blog

🌊 Vinuesa Lab - DATABASES

Vinuesa Lab is sharing all their databases! This includes Wings, Ducts, Pressure Gradient TBLs as well as the Repositories of their Deep Learning Codes.

🗓️ Upcoming Events for Engineers

Battery testing with AI: Build a more efficient test plan you can trust

Secure Your Spot

💻 Engineering Tool of the Week – calcbond

Reduce your adhesive joint design time and cost by up to 80%

calcbond helps you solve complex adhesive engineering problems without having to be an expert. This easy to use web-based platform is your key to fast and reliable bonded joint calculations.

Test for Free

📚Book of the Week

Inside Deep Learning

Inside Deep Learning is an accessible guide to implementing deep learning with the PyTorch framework. It demystifies complex deep learning concepts and teaches you to understand the vocabulary of deep learning so you can keep pace in a rapidly evolving field. No detail is skipped—you’ll dive into math, theory, and practical applications. Everything is clearly explained in plain English.

Get on Manning