Learnings

Documenting insights and engineering observations.

Public Archive

Archived insights from development, engineering, and manufacturing research.

A public archive of engineering, manufacturing, software, and workflow learnings accumulated during the development of Algorithmica Labs.

Algorithmica Labs 2nd June, 2026

The Kinematic Bridge: Deconstructing the Involute Curve and Spatial Projection

A detailed study of the involute curve, its parametric equations, the fundamental law of gearing, center-distance insensitivity, straight-sided hob cutting loops, and first-angle vs. third-angle regional projection ray tracing.

Algorithmica Labs 31st May, 2026

Engineering Drawings as Spatial Compression: From First Principles to the Shop Floor

An exploration of descriptive geometry, orthographic projections, the cognitive load of engineering designs, tolerance stack-up analysis, modular design trade-offs, and baseline dimensioning relative to datums.

Algorithmica Labs 28th May, 2026

Analytical Mechanics: Virtual Work, Energy Landscapes, and the Mechanics of Stability

An exploration of the Principle of Virtual Work, generalized coordinates, potential energy landscapes, and multi-degree-of-freedom stability criteria in mechanical systems.

Algorithmica Labs 27th May, 2026

Moments of Inertia: Physics, Industrial Realities, and Information Systems

An exploration of second moments of area, the parallel axis theorem, neutral axis rotation under asymmetric loads, and mass eccentricity balancing in rotating machinery.

Algorithmica Labs 26th May, 2026

Friction Fundamentals: From Static Equilibrium to Transient Machine Mechanics

An exploration of core mathematical models in tribology, sliding vs tipping limits, wedge locking, and power screw torque efficiency equations.

Algorithmica Labs 26th May, 2026

The Mechanics of Continuous Fields: Centroids, Distributed Loads, and Information-System Integrations

A deep-dive study of continuous integration in engineering statics: exploring the core mathematical models, first-principles proofs, spatial visualizations, real-world industrial failures, and how these physical principles are represented within modern CAD boundary kernels and Enterprise PLM schemas.

Algorithmica Labs 24th May, 2026

Structural Mechanics: Decomposing Force Transmission in Trusses, Frames, and Machines

An investigation of force transmission taxonomies in trusses, frames, and machines; mathematical criteria for zero-force members (ZFMs) with structural bracing realities; thermal stress constraints; and a mechanical analysis of toggle clamp force multiplication.

Algorithmica Labs 23rd May, 2026

Grounding the Vector: Force Transmissibility, Pure Couples, and the Physical Reality of Constraints

An exploration of bounded force vectors, the rigid-body Principle of Transmissibility and its continuum limits, a mathematical proof of couple moment invariance, and mapping structural constraints into digital Product Lifecycle Management (PLM) schemas.