Informatics and Machine Learning: From Martingales to Metaheuristics
A Wiley title focused on machine learning, informatics, and related computational methods.
Winters-Hilt: Physics, AI & Complex Systems connects books, videos, and research-linked explorations across physics, artificial intelligence, complex systems, bioinformatics, biosensing, and signal analysis.
The project is built to connect long-form book work with accessible video explanations. Some videos are short conceptual introductions, while others are chapter-linked walkthroughs and more technical discussions tied directly to the books.
Follow the project across YouTube, X, Instagram, and Substack for new videos, book updates, shorts, and ongoing writing.
Selected books and related editions.
A Wiley title focused on machine learning, informatics, and related computational methods.
A computational methods volume spanning data analytics, bioinformatics, and machine learning.
A volume on nanopore device physics, implementation, protocols, and signal processing.
Book 1 of Physics from Maximal Information Emanation. This title is special in the catalog because it has a recent EPUB edition and an extended translation program, with some translations available through Amazon or other booksellers and several others available at Lulu.
Amazon and other bookseller editions:
Lulu editions:
Book 2 of Physics from Maximal Information Emanation.
Book 3 of Physics from Maximal Information Emanation.
Book 4 of Physics from Maximal Information Emanation.
Book 5 of Physics from Maximal Information Emanation.
Book 6 of Physics from Maximal Information Emanation.
Book 7 of Physics from Maximal Information Emanation.
A companion volume exploring the fine-structure constant, alpha, and related physical and symbolic themes.
Current videos from the YouTube channel.
A channel introduction to Book 1 and the larger physics series, explaining what the book covers and why it matters.
A short worked example using dimensional analysis to derive the scaling relation for the period of a pendulum.
A short worked example showing how dimensional analysis yields the orbital-period scaling relation for circular motion.
Winters-Hilt: Physics, AI & Complex Systems
The channel currently lists about 32 videos and includes playlists for the physics book series, including Book 1, Book 2, Book 3, and Physics Shorts and Snippets.
The channel is designed to connect the long-form book projects with accessible video explanations and chapter-linked playlists. Current indexed playlists include Book 1 — Classical Mechanics and Chaos, Book 2 — The Dynamics of Fields, Fluids, and Gauges, Book 3 — The Dynamics of Manifolds, and Physics Shorts and Snippets.
Socials: X @WintersHiltAI | Instagram @wintershilt | Substack wintershilt.substack.com