Uncategorized / December 12, 2024

WebGL Experiment: Magnetic containment of Plasma

Understanding the Plasma Confinement Simulation This simulation demonstrates a simplified model of magnetic plasma confinement, similar to what you might find in fusion research devices called “magnetic mirrors.” Let me break down what you’re seeing and what this simulation can (and can’t) show us. What You’re Looking At How It Works The simulation uses several

Read More
Uncategorized / December 12, 2024

WebGL Experiments: Toroid Field Lines and electron behavior (May not be accurate)

Electron Motion in Magnetic Field Let me explain this magnetic field visualization in detail. You’re looking at a three-dimensional simulation that shows how magnetic fields behave around a toroidal (donut-shaped) magnet, along with the motion of electrons within this field. The central donut-shaped object represents the toroidal magnet itself. The magnet has two poles: the

Read More
Uncategorized / November 3, 2024

Reducing LLM Training Dimensions Through Definition-Specific Token Encoding

Abstract This paper proposes a novel approach to reducing the dimensional complexity of Large Language Model (LLM) training by introducing a definition-specific byte encoding system that disambiguates word meanings during the tokenization phase. By attaching a single byte that maps to specific Oxford English Dictionary definitions, we can potentially reduce the embedding dimensions required for

Read More
Uncategorized / September 30, 2024

RAG Hybrid Keyword and Context Retrieval

RAG (Retrieval Augmented Generation) is a developing technology for using embedding models to search documents for context based on an embedding generated from the user query. There are problems with the current methods, including loss of contextual information and failure to find relevant information. To circumvent these difficulties, a hybrid keyword search and contextual search

Read More
Uncategorized / September 29, 2024

Notes on Magnetic Levitation

This is a stub to keep a link to the interestingengineering.com‘s article on spinning magnet levitation: “Physicists have deciphered the underlying physics of a perplexing “magnet levitation” phenomenon first reported by a Turkish researcher in 2021.  The phenomenon involves the levitation of a nearby magnet caused by the fast rotation of another magnet, which challenges

Read More
Uncategorized / September 15, 2024

Electrici-Tree: Trees as Electrical Systems

Have you ever considered a tree as an electrical system? Certainly there are some insights to be gained by doing so… Check out these related Links! Query 1: Let’s consider plant biology, specifically the electrical properties of living plant cells. Plant cells contain a cell wall, which is a dielectric medium, and interior to this

Read More