4D Dataset and Experiment Package for "Seeing Across Dimensions: A Gauge-Theoretic Projection–Slice Approach for Latent Structure Recovery"

This repository contains the datasets, scripts, and results accompanying the paper:**Seeing Across Dimensions: A Gauge-Theoretic Projection–Slice Approach for Latent Structure Recovery** © Sadid Gagi Peskovic, 2025 ---## **Contents****dataset_3d/** - `vertices4d.csv` – Baseline 3D data with projected vertices.**fourD_demo_pack/** - `dataset.npz` – Generated 4D dataset. - `generate_4d_dataset.py` – Script to regenerate the 4D dataset. - `make_3d_baseline.py` – Script to regenerate the 3D baseline. - `run_experiments.sh` – Shell script to reproduce all experiments.**experiments_out/** - `metrics_3d_*.json`, `metrics_4d_*.json` – Per-mode RMS results (projection, slice, mixed). - `manual_test.json` – Manual test run results.---## **Usage****Re-generate datasets (optional):**```bashpython3 generate_4d_dataset.pypython3 make_3d_baseline.pychmod +x run_experiments.sh./run_experiments.sh⚠️ **Important:** After pasting the above block, press **Enter** once more so that `EOF` is on its own line, then press **Return**. This will actually write the file.---### 4. Check that README was createdRun:```bashhead -20 4D_dataset_package/README.md