Deno Situation is Crazy
When Deno first burst onto the scene, it promised a cleaner, secure, zero config future for JavaScript without the endless headaches of a bloated dependency...
Blog
Technical writing on mathematics, machine learning, engineering, BIM, and software projects.
The Silent Afterlife of Open Technical Work
Back when I was studying civil engineering, I kept running into the same problem. Solving structural questions was not just about getting the final number, i...
Radial Basis Functions
A radial basis function (RBF) is a function whose value depends only on distance from a center point. General form: where: is an input point is a center is t...
Type Theory
In early type theory and logic, expressions like describe a collection of objects satisfying a property. Read it as: “the collection of all such that is not...
Yoneda Lemma
The Yoneda Lemma says: An object is determined by how every other object maps into it. Instead of studying an object directly, study all morphisms into it. T...
Shell based design exploration
Recently, I have been learniing about shell based design and its applications in architecture. I have been exploring the geometry of shells and how it can be...
Radar in Mobius Space
The Mobius strip is a fascinating mathematical object that has only one side and one edge. It can be created by taking a rectangular strip of paper, giving i...
Shapiro-Wilk and Kruskal-Wallis Tests
A practical guide to testing normality with Shapiro-Wilk and comparing independent groups with the Kruskal-Wallis rank test.
Constitutive Modelling of Sands
Soil constitutive modelling defines how soil responds to stress, strain, and environmental conditions. It provides mathematical relationships used in simulat...
Euler-Bernoulli Beam Theory
The Euler–Bernoulli beam theory relates bending moments to beam deflections. The key equation is: 1. Beam kinematics Let the transverse deflection be . For s...
Neural Networks Cheat Sheet
Network Type Core Idea Key Components Typical Use Cases Notes Feedforward (MLP) One way flow input to output Dense layers, activations Tabular, regression Ba...
Derivative Introduction
The derivative of a function is defined as: $ f(x)g(x) \frac{f(x)}{g(x)} f(g(x)) f(x,y) $
Gauss-Seidel Method
Large linear systems appear frequently in scientific computing, engineering simulations, and optimization problems. Direct methods become expensive for large...
Tupper's Self-Referential Formula
Tupper’s self referential formula is a single inequality that, when graphed over a specific rectangle in the plane, can display a bitmap image that is encode...
ICCEPM-2025 Cost Estimation
Author: Syed Haseeb Shah, Park Jin A Inhan Kim Download PDF A comparative analysis of cost estimation procedures using manual, semi automated, and fully auto...
Attention Is All You Need
Goal Translate a sequence of tokens into another sequence using only attention , without any recurrence or convolution. Transformer Structure Encoder Stack o...
Ubuntu/Windows 10 Door Knock Notifier
How to set up a door knock notifier using Arduino.
FreeCAD Tutorial
Export Drawing to PDF Create A3 page in the drawing module and set views. Goto File Export PDF to to export. How to make reinforcement: These steps are to be...
CDE-2025 Rule Checking
Author: Syed Haseeb Shah, Inhan Kim, Hwang Kyung Eun Download PDF Open in Colab GitHub Repo Research toolkit for knowledge informed semantic alignment and ru...
SymPy Tutorial for Symbolic Mathematics in Python
A concise introduction to installing SymPy, defining symbolic variables, and performing symbolic mathematics in Python.
Configuring Git
How to configure git for version control and repository management.
Make a Neural Network Using Excel
Excel Formulas Used Screenshots Download Download from here
Python String Formatting
Set variable user to string "Alice". Set variable salary to float "200.25". 1. C Style String Formatting In this type of formatting the position of variable...
Understanding IFC Files
Industry Foundation Classes (IFC) are an open, standardized data model for representing information in the Architecture, Engineering, and Construction (AEC)...
Beam Theory Calculus with Python
With Python Sympy Installing Dependencies The Problem Solve for Shear Force, Bending Moment and Deflection/Elastic Curve. Results Solution