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- # Dataset Card for titan-hohmann-transfer-orbit Dataset
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-
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-
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- # Metadata
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- pretty_name: "titan-hohmann-transfer-orbit Dataset"
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- type: synthetic
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- language: en
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  tags:
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- - space mission
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- - titan
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- - synthetic dataset
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- - mission simulation
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- - aerospace
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- - simulation
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-
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- # Dataset Information
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  task_categories:
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- - other
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- task_ids:
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- - closed-domain-qa
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-
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- # Licensing
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- license: mit
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- license_links:
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- - https://opensource.org/licenses/MIT
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-
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-
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- # Version and Date
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- dataset_version: "1.0.0"
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- dataset_release_date: "2024-12-03"
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-
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- # Authorship
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- dataset_authors:
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- - name: "A Taylor"
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- affiliations:
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-
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-
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- # Card Details
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- annotations_creators:
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- - no-annotation
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- language_creators:
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- - other
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-
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- # Dataset Description
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- description: >
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- A comprehensive synthetic dataset simulating a space probe mission to Titan
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- using advanced propulsion and gravitational assist techniques. The dataset
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- provides researchers with a realistic, multi-dimensional dataset for studying
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- interplanetary mission design, trajectory optimization, and propulsion system performance.
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-
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- # Dataset Features
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- features:
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- - name: initial_total_mass
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- description: Total initial spacecraft mass
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- type: float
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- unit: kg
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- - name: dry_mass
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- description: Spacecraft mass without propellant
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- type: float
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- unit: kg
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- - name: thrust_level
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- description: Hall effect thruster thrust level
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- type: float
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- unit: mN
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- - name: launch_vehicle
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- description: Type of launch vehicle used
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- type: categorical
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-
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- # Additional Metadata
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- source_datasets: []
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- size_categories:
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- - 100K<n<1M
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- data_preview_url: null
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-
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- # Dataset Statistics
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- dataset_info:
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- total_entries: 700
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- total_features: 22
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- generation_method: "Scientifically constrained stochastic generation"
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-
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- # Research Applications
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- research_applications:
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- - Trajectory optimization algorithms
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- - Electric propulsion system modeling
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- - Mission risk assessment
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- - Machine learning training for aerospace decision support
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-
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- # Ethical Considerations
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- ethical_considerations:
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- - Fully synthetic dataset
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- - No proprietary information
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- - Suitable for academic research and open scientific inquiry
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-
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- # Limitations
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- limitations:
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- - Synthetic nature of the data
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- - Represents simulated scenarios
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- - Requires validation against real-world mission data
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-
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- # Citation
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- citation: |
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- @dataset{titan-hohmann-transfer-orbit_2024,
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- title = {titan-hohmann-transfer-orbit Synthetic Dataset},
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- author = {A Taylor},
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- year = {2024},
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- version = {1.1.0},
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- url = {https://github.com/your-repository/hohmann-titan-orbit-dataset}
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- }
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  ---
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- # titan-hohmann-transfer-orbit Dataset Card
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ## 🚀 Dataset Overview
 
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- This synthetic dataset provides a comprehensive simulation of an interplanetary mission to Titan, utilizing advanced propulsion techniques and gravitational assists.
 
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- ## 📊 Dataset Characteristics
 
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- - **Total Entries:** 700
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- - **Features:** 22
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- - **Generation Method:** Scientifically constrained stochastic generation
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- ## 🔍 Detailed Dataset Information
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ### 📈 Feature Categories
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- - Spacecraft Parameters
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- - Propulsion System
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- - Celestial Mechanics
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- - Gravity Assist Parameters
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- - Environmental Factors
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- - Mission Constraints
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- - Trajectory Data
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- - Operational Data
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- - Scientific Instrumentation
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- - Probe Mission Context
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- ## 📧 Contact
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- For more information, please contact **A Taylor @ hf.co/taylor658**
 
 
 
 
 
 
 
 
 
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+ title: Titan-Hohmann-Transfer-Orbit
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+ license: apache-2.0
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+ datasets:
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+ - name: Titan-Hohmann-Transfer-Orbit
 
 
 
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  tags:
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+ - space
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+ - synthetic
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+ - mission-simulation
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+ - foundation-model
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+ - titan
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+ size_categories: "700"
 
 
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  task_categories:
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+ - other
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ # **Titan-Hohmann-Transfer-Orbit Dataset Card**
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+
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+ **Author:** A Taylor
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+ **Contact:** [hf.co/taylor658](https://hf.co/taylor658)
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+ **License:** [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0)
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+
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+ ---
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+
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+ ## **Dataset Summary**
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+
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+ The **Titan-Hohmann-Transfer-Orbit** dataset simulates an interplanetary mission to Titan using advanced propulsion systems and gravitational assist techniques. This **synthetic dataset** is designed for studying:
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+
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+ - **Trajectory optimization algorithms**
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+ - **Electric propulsion system modeling**
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+ - **Mission risk assessment**
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+ - **Machine learning training** for aerospace and trajectory decision-support systems.
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+
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+ ---
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+
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+ ## **Mission Profile**
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+
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+ 1. **Earth Departure**: The spaceprobe begins its journey with a launch vehicle, departing Earth’s orbit and entering a heliocentric transfer trajectory.
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+ 2. **Gravity Assist Phase**: The spaceprobe utilizes planetary flybys (e.g., Jupiter) to optimize its trajectory toward Saturn and Titan.
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+ 3. **Heliocentric Cruise**: The spaceprobe completes extended low-thrust propulsion arcs using Hall Effect thrusters, further refining its trajectory.
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+ 4. **Titan Arrival**: Final adjustments are made to insert the spaceprobe into orbit around Titan for mission operations.
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+
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+ ---
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+
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+ ## **Columns (Relevant for Foundation Model Training)**
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+
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+ 1. **Initial_Total_Mass**
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+ - Total spaceprobe mass (kg) at the mission start, including fuel and payload.
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+
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+ 2. **Dry_Mass**
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+ - Spaceprobe mass without propellant (kg), useful for estimating burn times and fuel efficiency.
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+ 3. **Thrust_Level**
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+ - Thrust output of the Hall Effect thrusters (mN).
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+ 4. **Launch_Vehicle**
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+ - Categorical data specifying the type of launch vehicle used (e.g., “Falcon Heavy,” “SLS”).
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+ 5. **Mission_Segment**
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+ - Categorical description of the mission phase (e.g., “Launch,” “Cruise,” “Gravity Assist,” “Titan Arrival”).
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+ 6. **Time_of_Flight_days**
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+ - Elapsed time from mission start, measured in days.
 
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+ 7. **Orbital_Radius_km**
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+ - Radial distance from the central celestial body (e.g., Earth, Sun, or Titan).
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+
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+ 8. **Semi_Major_Axis_km**
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+ - Semi-major axis of the spaceprobe’s elliptical trajectory (km).
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+
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+ 9. **Eccentricity**
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+ - Describes the shape of the orbit (0 = circle, <1 = ellipse).
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+
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+ 10. **Inclination_deg**
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+ - Orbital plane tilt relative to the ecliptic or other reference plane.
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+
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+ 11. **True_Anomaly_deg**
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+ - Position of the spaceprobe along its orbital path.
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+
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+ 12. **DeltaV_Used_km_s**
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+ - Total accumulated ∆v (km/s) expended since mission start.
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+
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+ 13. **Thrust_Events_Start_Time**
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+ - Timestamp indicating the start of a thrust event.
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+
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+ 14. **Thrust_Events_Stop_Time**
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+ - Timestamp indicating the end of a thrust event.
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+
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+ 15. **Closest_Approach_Distance_km**
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+ - Distance at closest approach during gravity-assist flybys.
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+
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+ 16. **Relative_Velocity_km_s**
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+ - Velocity of the spaceprobe relative to the flyby planet or Titan upon approach.
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+
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+ 17. **Final_Orbit_SMA_km**
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+ - Semi-major axis of the final orbit around Titan (km).
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+
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+ 18. **Final_Orbit_Inclination_deg**
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+ - Inclination of the spaceprobe’s orbit around Titan after insertion.
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+
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+ ---
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+
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+ ## **Intended Usage**
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+
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+ - **Foundation Model Training**: Suitable for time-series and tabular data modeling in the context of interplanetary trajectories.
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+ - **Synthetic Orbital Analysis**: For educational use, exploring gravity assists, electric propulsion, and mission design principles.
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+
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+ ---
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+ ## **License & Citation**
 
 
 
 
 
 
 
 
 
 
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+ **License:** [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0)
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+ ```bibtex
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+ @dataset{titan_hohmann_transfer_orbit_2024,
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+ title={{Titan-Hohmann-Transfer-Orbit Synthetic Dataset}},
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+ author={A Taylor},
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+ howpublished={\url{https://hf.co/taylor658}},
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+ year={2024},
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+ note={Synthetic dataset simulating an interplanetary mission to Titan.}
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+ }
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+