| | ---
|
| | license: cc-by-nc-4.0
|
| | task_categories:
|
| | - table-question-answering
|
| | - text-classification
|
| | - multiple-choice
|
| | - token-classification
|
| | language:
|
| | - en
|
| | tags:
|
| | - chemistry
|
| | - biology
|
| | - pysics
|
| | - synthetic
|
| | - data
|
| | - cosmology
|
| | - training
|
| | pretty_name: LFM premium synthentic training data
|
| | size_categories:
|
| | - 1B<n<10B
|
| | ---
|
| | -# LFM Physics 5M Sample Dataset |
| |
|
| | **FREE 5M sample** of our **1B prediction Lattice Field Model (LFM) dataset** for advanced physics AI training. |
| |
|
| | ## Overview |
| | This dataset provides **5,000,000 synthetic predictions** generated using a recursive, scale-dependent LFM simulation. It’s designed for training machine learning models in **quantum field theory**, **cosmology**, and **multi-scale physics simulations**. |
| |
|
| | - **Size**: 5,000,000 predictions (~1.7 GB JSONL, ~0.4 GB Parquet) |
| | - **Features**: |
| | - `k`: Scale parameter (integer, 60–120) |
| | - `field_shift`: Field variation (-2 to 2) |
| | - `alpha_mod`: Coupling modifier (-0.5 to 0.5) |
| | - `mass_kg`: Particle mass (kg) |
| | - `pressure_Pa`: Vacuum pressure (Pa) |
| | - `temp_K`: Phase transition temperature (K) |
| | - `coupling`: Scale-dependent coupling (m³/J) |
| | - `decay_rate`: Decay rate (s⁻¹) |
| | - `resonance_J`: Resonance energy (J) |
| | - `mixing_angle`: Mixing angle (radians) |
| | - `cosmo_param`: Cosmological parameter |
| | - `domain`: "lfm_physics" |
| | - `license`: "CC-BY-NC-4.0" |
| | - **Use Cases**: |
| | - Training AI for quantum field simulations |
| | - Cosmological parameter estimation |
| | - Multi-scale physics modeling |
| | - **Full Dataset**: 1B predictions, $49,000 commercial license |
| | |
| | ## Sample Data |
| | ```json |
| | { |
| | "domain": "lfm_physics", |
| | "k": 85, |
| | "field_shift": -0.123456, |
| | "alpha_mod": 0.234567, |
| | "mass_kg": 1.23e-25, |
| | "pressure_Pa": 4.56e60, |
| | "temp_K": 1.09e15, |
| | "coupling": 3.45e-48, |
| | "decay_rate": 1.27e-23, |
| | "resonance_J": 2.44e-8, |
| | "mixing_angle": 0.707, |
| | "cosmo_param": 7.48e52, |
| | "license": "CC-BY-NC-4.0" |
| | }-- |
| | license: cc-by-nc-4.0 |
| | --- |
