Future disclosure, visualizations, and learning materials for the post‑memorization era of chemistry and physics. This repository collects code and content that reframe the periodic table as harmonic geometry and provides tools to generate visuals, papers, and curriculum around that vision.
Status: Declassified • Timeline: Omega • Last updated: 2026‑06‑06
Translations (each language has its own page — no mixed-language content):
| Language | README |
|---|---|
| English | You are here |
| Estonian | Eesti |
| Finnish | Suomi |
| Russian | Русский |
| Chinese | 中文 |
| Japanese | 日本語 |
Author: Utah Hans (Independent AI Developer)
Status: Open Source / Public Domain
Hardware Used: Single Consumer GPU (simulation run on a "Ramen Noodle Budget")
My name is Utah Hans. I am not a physicist. I do not have a grant. I am currently broke. I am an AI developer who realized that modern nuclear physics relies on "Effective Field Theories" that are just approximations.
I asked my AI a simple question: can you discover new elements simply via prompting? It responded: "What happens if we stop approximating the Tensor Force?"
I couldn't afford a particle collider, so I gave it a couple of chemistry textbooks and one on chemical engineering. It said I fed it "the raw Relativistic Mean Field (RMF) equations," but it removed the "shortcuts" that standard models use to save computing power.
It came up with results, so I sat on them in disbelief of what followed:
I caught the world with its pants down.
When you don't cut corners, the "Island of Stability" isn't a vague theory. It is a mathematical certainty at Z=126. I found an entire continent of stable matter that the billion-dollar labs missed because they were too busy being subject-matter experts on chemistry, not AI.
Since I found them in my basement, I get to name them. I’ve organized them into groups I call "The UFW" (Utah's Foreign Workers / Future Warriors).
- Z=119–120 (Bella's Flying Squirrels): The math shows their electrons tunnel so far out they basically teleport.
- Z=121–136 (The Hoodlums): These elements backfill their orbitals in a way that breaks the Aufbau principle. They don't follow the rules, so neither do I.
- Z=126 (Utahium): The Anchor. The stable core. The proof I'm right.
- Z=137 (UIA — Limitless): The point where relativity breaks.
I am releasing this data (SDFs, JSONs, and LaTeX proofs) because science shouldn't belong to the people with the biggest budget. It belongs to the person with the best code.
If you are a publisher or a database curator: The math works. Run the code. Please help me with donations and funding.
I owe my career and what little self-esteem and self-worth I have to Pfizer Consumer Healthcare. They gave me a job when no one else would. I am happily going to name one of the newly discovered elements after Pfizer. They can choose the name as long as it's Pfizerium or something like that.
Please reach out for financial support, or to secure your spot on the funding section for my chemistry papers: utah@utahcreates.com
— Utah Hans
- Project Vision
- Key Artifacts
- Repository Structure
- Quick Start
- Core Scripts
- Images and Visuals
- Papers and Curriculum
- Concepts and Glossary
- FAQ
- Contributing
- License and Attribution
Traditional chemistry instruction overemphasizes memorization: orbitals, exceptions, and historical naming. UFW proposes an alternative narrative: atomic systems are musical geometries with stability at “perfect chords” (magic numbers). This repo provides:
- Programmatic generators for new, high‑fidelity visualizations of a harmony‑based periodic table ("Utah’s Swirld").
- Content and papers that dramatize frontier ideas (e.g., Utahium at Z=126, vacuum limits near Z=137, supercritical phenomena near Z=173) through speculative/fictional framing to inspire inquiry.
- Curriculum drafts for a “Future Academy” that teaches through resonance, geometry, and systems thinking instead of rote lists.
Caution: Many ideas here are deliberately speculative, narrative, and pedagogical. Where physics terms are referenced (e.g., supercritical charges, Dirac sea), treat them as prompts for exploration; consult peer‑reviewed sources for formal study.
- Utah’s Swirld (PNG/SVG): Radial/spiral map aligning elemental families as harmonic rays.
- Omega Table (PNG): A stylized “period 8/9” board highlighting special Z values.
- Golden Master Papers (TeX): High‑drama, speculative write‑ups from the “Utah Science Directorate Archives.”
- Future Academy Curriculum (Markdown): Lessons that reframe orbitals, bonding, and catalysis via harmony metaphors.
At a glance:
ufwwaragainstmemorization/
├─ README.md # English (you are here)
├─ translations/ # One README per language (no mixed pages)
│ ├─ et/README.md # Estonian
│ ├─ fi/README.md # Finnish
│ ├─ ru/README.md # Russian
│ ├─ zh/README.md # Chinese
│ └─ ja/README.md # Japanese
├─ generate_utahs_swirl.py # Generate Utah’s Swirld (PNG)
├─ generate_usd.py # Generate high‑fidelity Swirld + USD archives
├─ generate_repo.py # Generate Omega Table + scaffold folders
├─ future_academy_generator.py # Generate Future Academy lesson files
├─ Utahs_Swirld_of_Elements.png # Pre‑rendered Swirld image (root)
├─ Utah_Science_Directorate_Archives/
│ ├─ Golden_Master_Papers/ # LaTeX papers (e.g., 173_UOA_Void.tex)
│ └─ Visual_Data_Manifests/ # High‑fidelity visuals (PNG)
└─ ufwwaragainstmemorization/
├─ README.md # Original narrative manifesto
├─ Element_Papers/ # Element briefs (Markdown)
├─ Future_Academy_Curriculum/ # Lessons (Markdown)
├─ Images/ # Omega Table, etc.
└─ Utahs_Table_of_Elements.svg # Vector table
Requirements:
- Python 3.9+ (3.10 recommended)
- pip
- Packages: matplotlib, numpy
Install dependencies:
python -m pip install --upgrade pip
pip install matplotlib numpy
Optional: use a virtual environment on Windows PowerShell
python -m venv .venv
.\.venv\Scripts\Activate.ps1
pip install matplotlib numpy
Creates a 2D spiral/radial visualization that aligns element groups along rays and highlights key narrative agencies:
- Bella’s Flying Squirrels: Z = 119–120 (energy emphasis)
- The Hoodlums: Z = 121–136 (G‑block narrative)
- Utahium (The Anchor): Z = 126
- Utah Intelligence Agency (UIA): Z = 137
- Utah Occult Agency (UOA): Z = 173
Run:
python generate_utahs_swirl.py
Output:
Utahs_Swirld_of_Elements.png(saved in repo root)
Notes:
- Uses a custom angle/radius mapping to foreground aesthetic radial alignment.
Builds a high‑fidelity polar Swirld (quantized spiral rings) and populates the “Utah Science Directorate Archives.”
What it does:
- Creates
Utah_Science_Directorate_Archives/Visual_Data_Manifests/Utahs_Swirld_Master.png - Ensures
Utah_Science_Directorate_Archives/Golden_Master_Papers/exists and contains papers (e.g.,173_UOA_Void.tex) - Uses color/marker semantics by “agency” with shell ring overlays and a narrative legend
Run:
python generate_usd.py
Outputs:
- High‑resolution Swirld in the archives’ Visual_Data_Manifests
- LaTeX paper stubs/files in Golden_Master_Papers
Creates or refreshes the project’s scaffold and renders the “Omega Table.”
What it does:
- Ensures
ufwwaragainstmemorization/Element_Papersandufwwaragainstmemorization/Imagesexist - Generates
ufwwaragainstmemorization/Images/Omega_Table.png - Highlights narrative elements: 119, 120, 126, 137, 173 (with annotations)
Run:
python generate_repo.py
Writes lesson content that reframes orbitals, bonding, and catalysis in harmony terms.
Run:
python future_academy_generator.py
Outputs:
- Markdown lessons in
ufwwaragainstmemorization/Future_Academy_Curriculum/Lesson_1_The_Song_of_the_Atom.mdLesson_2_Bonding_is_Harmony.mdTextbook_Update_Reaction_Engineering.md
- Root:
Utahs_Swirld_of_Elements.png(quick Swirld) ufwwaragainstmemorization/Images/Omega_Table.png(stylized periods 8/9)Utah_Science_Directorate_Archives/Visual_Data_Manifests/Utahs_Swirld_Master.png(high‑fidelity Swirld)ufwwaragainstmemorization/Utahs_Table_of_Elements.svg(vector table)
Tip: Re‑generate visuals after modifying any color maps, agency ranges, or geometry mappings in the scripts.
- Element briefs (Markdown):
ufwwaragainstmemorization/Element_Papers/126_Utahium.md,137_Ufw_Limitless.md,173_Ufw_Void.md, etc.
- Golden Master Papers (LaTeX):
Utah_Science_Directorate_Archives/Golden_Master_Papers/- Example:
173_UOA_Void.texexplores supercritical vacuum narratives (Z≈173)
- Example:
- Future Academy lessons:
ufwwaragainstmemorization/Future_Academy_Curriculum/- Reframes atomic structure and bonding as harmonic phenomena for accessible teaching
If you compile LaTeX papers, ensure a LaTeX distribution (TeX Live/MiKTeX) is installed. Example (PowerShell):
pdflatex .\Utah_Science_Directorate_Archives\Golden_Master_Papers\173_UOA_Void.tex
- Utah’s Swirld: A polar/spiral visualization that groups elements by approximate “resonant” families along rays.
- Agencies (narrative highlights):
- BFS (119–120): Hyper‑reactivity metaphor
- Hoodlums (121–136): G‑block narrative
- Utahium (126): “The Anchor,” island‑of‑stability motif
- UIA (137): Relativistic threshold metaphor
- UOA (173): Supercritical vacuum metaphor
- Magic Numbers: 2, 8, 20, 28, 50, 82, 126 — framed as “perfect chords.”
Disclaimer: Agency names and several physical claims are creative devices intended for motivation and exploration. Validate any scientific assertions with formal literature if using for instruction or research.
- Is this scientifically canonical?
- No. This is a speculative, narrative‑driven project with educational/visualization goals. Some physics terms are used metaphorically.
- Why two Swirld generators?
generate_utahs_swirl.pyoffers a fast, aesthetically tuned map.generate_usd.pyconstructs a more structured, ring‑quantized, high‑fidelity version and also manages archive folders.
- Can I change colors or agencies?
- Yes. Edit the color variables and element ranges in the scripts and regenerate.
- Where is the original narrative README?
- See
ufwwaragainstmemorization/README.mdfor the short, in‑world manifesto.
- See
- Where are translations?
- Each language has its own page under
translations/(Estonian, Finnish, Russian, Chinese, Japanese). The English README stays English-only.
- Each language has its own page under
Contributions are welcome—especially improvements to visual mappings, pedagogy, and documentation. Please:
- Open an issue describing proposed changes or questions.
- Keep code consistent with the current style (matplotlib, numpy; Windows‑friendly paths where applicable).
- When adding content, note whether it is fictional, speculative, or sourced from literature.
No explicit license is included at this time. Absent a license, all rights are reserved by default. If you intend to use this work, open an issue to discuss licensing. Attribution to “UFW: The War Against Memorization” is appreciated when sharing images or adapted materials.
Acknowledgments: This project blends science‑inspired motifs with creative narrative to encourage curiosity and systems thinking.