https://quantumnovice.github.io/blog/ Technical articles on structural engineering, machine learning, mathematics, BIM, Python, and software projects. en Sun, 18 Oct 2026 00:00:00 GMT https://quantumnovice.github.io/blog/earth-harmonics/ https://quantumnovice.github.io/blog/earth-harmonics/ Earth can be modelled as a vibrating sphere with each points on the surfaces moving up and down in accordance with spherical harmonics, if excited. It is a l... Sun, 18 Oct 2026 00:00:00 GMT numerical methods harmonic analysis geophysics https://quantumnovice.github.io/blog/denoisdead/ https://quantumnovice.github.io/blog/denoisdead/ 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... Fri, 16 Oct 2026 00:00:00 GMT Deno JavaScript TypeScript Node.js https://quantumnovice.github.io/blog/silentafterlifeofopentechnicalwork/ https://quantumnovice.github.io/blog/silentafterlifeofopentechnicalwork/ 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... Fri, 04 Sep 2026 00:00:00 GMT Open technical work Reusability Documentation https://quantumnovice.github.io/blog/rbf/ https://quantumnovice.github.io/blog/rbf/ 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... Fri, 24 Apr 2026 00:00:00 GMT RBF Interpolation Machine Learning https://quantumnovice.github.io/blog/type-theory/ https://quantumnovice.github.io/blog/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... Fri, 24 Apr 2026 00:00:00 GMT Type Theory Logic Sets https://quantumnovice.github.io/blog/yoneda-lemma/ https://quantumnovice.github.io/blog/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... Fri, 24 Apr 2026 00:00:00 GMT Category Theory Functors Natural Transformations https://quantumnovice.github.io/blog/shell-geometry/ https://quantumnovice.github.io/blog/shell-geometry/ 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... Wed, 22 Apr 2026 00:00:00 GMT Shell based design Geometry Python https://quantumnovice.github.io/blog/mobius-space/ https://quantumnovice.github.io/blog/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... Wed, 22 Apr 2026 00:00:00 GMT Shell based design Geometry Python https://quantumnovice.github.io/blog/non-parametric-tests/ https://quantumnovice.github.io/blog/non-parametric-tests/ A practical guide to testing normality with Shapiro-Wilk and comparing independent groups with the Kruskal-Wallis rank test. Wed, 22 Apr 2026 00:00:00 GMT Statistics Shapiro-Wilk Kruskal-Wallis Non-parametric Tests https://quantumnovice.github.io/blog/constitutivemodelling/ https://quantumnovice.github.io/blog/constitutivemodelling/ Soil constitutive modelling defines how soil responds to stress, strain, and environmental conditions. It provides mathematical relationships used in simulat... Thu, 26 Feb 2026 00:00:00 GMT Civil Engineering Structural Analysis Geotechnical Engineering Constitutive Modelling https://quantumnovice.github.io/blog/eulerbernoulli/ https://quantumnovice.github.io/blog/eulerbernoulli/ 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... Tue, 03 Feb 2026 00:00:00 GMT Civil Engineering Structural Analysis Mechanics https://quantumnovice.github.io/blog/nn-cheat-sheet/ https://quantumnovice.github.io/blog/nn-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... Tue, 03 Feb 2026 00:00:00 GMT Machine Learning Neural Networks Deep Learning https://quantumnovice.github.io/blog/derivative-intro/ https://quantumnovice.github.io/blog/derivative-intro/ The derivative of a function is defined as: $ f(x)g(x) \frac{f(x)}{g(x)} f(g(x)) f(x,y) $ Tue, 03 Feb 2026 00:00:00 GMT Math Calculus Derivatives https://quantumnovice.github.io/blog/gauss-sidel/ https://quantumnovice.github.io/blog/gauss-sidel/ Large linear systems appear frequently in scientific computing, engineering simulations, and optimization problems. Direct methods become expensive for large... Tue, 03 Feb 2026 00:00:00 GMT Numerical Methods Linear Algebra Iterative Methods https://quantumnovice.github.io/blog/tupper-self-referential/ https://quantumnovice.github.io/blog/tupper-self-referential/ 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... Tue, 03 Feb 2026 00:00:00 GMT Math Visualization https://quantumnovice.github.io/blog/iccepm-2025/ https://quantumnovice.github.io/blog/iccepm-2025/ 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... Tue, 18 Nov 2025 00:00:00 GMT ICCEPM BIM IFC Python https://quantumnovice.github.io/blog/attention-is-all-you-need/ https://quantumnovice.github.io/blog/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... Mon, 13 Oct 2025 00:00:00 GMT NLP Transformers Deep Learning https://quantumnovice.github.io/blog/door-knock-notifier/ https://quantumnovice.github.io/blog/door-knock-notifier/ How to set up a door knock notifier using Arduino. Tue, 19 Aug 2025 00:00:00 GMT ubuntu windows arduino https://quantumnovice.github.io/blog/freecad/ https://quantumnovice.github.io/blog/freecad/ 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... Tue, 19 Aug 2025 00:00:00 GMT FreeCAD BIM https://quantumnovice.github.io/blog/cde-2025/ https://quantumnovice.github.io/blog/cde-2025/ 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... Tue, 19 Aug 2025 00:00:00 GMT CDE BIM IFC Python https://quantumnovice.github.io/blog/sympy-tutorial/ https://quantumnovice.github.io/blog/sympy-tutorial/ A concise introduction to installing SymPy, defining symbolic variables, and performing symbolic mathematics in Python. Tue, 19 Aug 2025 00:00:00 GMT Python SymPy Symbolic Mathematics https://quantumnovice.github.io/blog/configuring-git/ https://quantumnovice.github.io/blog/configuring-git/ How to configure git for version control and repository management. Tue, 19 Aug 2025 00:00:00 GMT git github https://quantumnovice.github.io/blog/first-post/ https://quantumnovice.github.io/blog/first-post/ Excel Formulas Used Screenshots Download Download from here Tue, 19 Aug 2025 00:00:00 GMT Excel Neural Networks https://quantumnovice.github.io/blog/python-string-formatting/ https://quantumnovice.github.io/blog/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... Tue, 19 Aug 2025 00:00:00 GMT Python String Formatting https://quantumnovice.github.io/blog/second-post/ https://quantumnovice.github.io/blog/second-post/ Industry Foundation Classes (IFC) are an open, standardized data model for representing information in the Architecture, Engineering, and Construction (AEC)... Tue, 19 Aug 2025 00:00:00 GMT IFC BIM AEC https://quantumnovice.github.io/blog/beamtheory/ https://quantumnovice.github.io/blog/beamtheory/ With Python Sympy Installing Dependencies The Problem Solve for Shear Force, Bending Moment and Deflection/Elastic Curve. Results Solution Tue, 19 Aug 2025 00:00:00 GMT Python Sympy Beam Theory Structural Analysis