In this tutorial, we explore how we can seamlessly run MATLAB-style code inside Python by connecting Octave with the oct2py library. We set up the environment on Google Colab, exchange data between ...

Discover how Group Relative Policy Optimization (GRPO) works with a clear breakdown of the core formula and working Python code. Perfect for those diving into advanced reinforcement learning ...

What if you could cut your data retrieval costs by a staggering 85%, identify security vulnerabilities before they become critical, or even optimize your user interface with AI-driven precision? In ...

ABSTRACT: The aim of this research article is to apply topological optimization gradient algorithm applied to 1D and 2D photonic charged slabs. We compute the topological gradient using min max method ...

What if the key to unlocking the full potential of your AI-powered workflows lies not in adding more tools but in optimizing the ones you already have? For developers and teams using Claude Code, the ...

The cool thing here isn’t just the performance boost; it’s that they didn’t sacrifice practicality to get it. Instead of chasing raw power alone, Cheng’s team used something called an efficiency ...

Abstract: This paper presents a comprehensive approach to the topological optimization of permanent magnet synchronous motors (PMSM) using MATLAB. The study focuses on improving key motor performance ...

A new algorithm helps topology optimizers skip unnecessary iterations, making optimization and design faster, more stable and more useful. PROVIDENCE, R.I. [Brown University] — With the rise of 3D ...

Abstract: This study presents a design framework incorporating topology optimization developed for Halbach array in-wheel motors. The proposed topology optimization method simultaneously optimizes the ...

This workshop on Engineering Design Optimization using MATLAB® and Python™ addresses the shape optimization of mechanical components for strength. Python ...

A package for binary and continuous, single and multi-material, truss and continuum, 2D and 3D topology optimization on unstructured meshes using automatic differentiation in Julia. Topolograph.com is ...