engineering-design

First Principles Framework (FPF): AI-native pattern languages for systems engineering, research and management. Shared human-AI reasoning for architecture decisions, evidence, trade-offs and method engineering. FPF Core and domain frameworks (DPFs).

A list of aerospace engineering learning resources 🚀✈️

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.

Examples of implement for awesome go patterns including usual design patterns, in easy understanding examples.

Gigala - Open source framework for 2D/3D intelligent topology optimization by reinforcement learning and genetic algorithms.

Designed and prototyped a static sector-gate storm surge barrier, integrating structural design, 3D analysis, and experimental validation. The balsa-wood prototype was tested using a UTS machine to evaluate strength and validate the design under loading.

CEP project analyzing a regenerative Brayton cycle for gas turbine power generation. Features intercooling, reheating, regeneration, and EES simulation. Compares ideal (68.9% efficiency) vs real (20.25% efficiency) cycle performance.

Modeling and Simulation of Multicomponent Distillation Columns

Benchmarks for automated engineering design

A library for building finite difference simulations

Designed a mechanical shaft and support component using CAD software with precise dimensions and geometric features. The project focuses on practical application of mechanical design principles, including stepped shafts, fillets, diameter transitions, and manufacturability considerations.

Code for "Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation" @ NeurIPS 2023

SketchUp · modern cad client. Minimal clutter, direct actions, ready for daily use.

Learning and optimization algorithms compatible with EngiBench

Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression

An ongoing curated list of awesome frameworks, important books and articles, talks and videos, libraries, learning tutorials, coding best practices and technical resources about Practical Engineering

Multiobjective Adaptive Surrogate Modeling-based Optimization Toolbox I

Tianji's horse racing optimization (THRO): A new metaheuristic inspired by ancient wisdom in the Chinese history.

Revised MO-ASMO Algorithm

A technical drawing project created with AutoCAD to demonstrate proficiency in 2D drafting, geometric precision, and engineering design standards.