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Add comprehensive folder structure and serious research files#109

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Devanik21 merged 1 commit intomainfrom
feat/add-research-structure-16785397545223815941
Apr 18, 2026
Merged

Add comprehensive folder structure and serious research files#109
Devanik21 merged 1 commit intomainfrom
feat/add-research-structure-16785397545223815941

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@Devanik21
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Adds a formal directory structure (e.g., data_pipeline, astrophysics, simulations, models) and files to enhance the professional appearance of the repository. No original files were modified to ensure Streamlit apps remain unaffected.


PR created automatically by Jules for task 16785397545223815941 started by @Devanik21

Added 36 new files across 9 structured folders to represent serious research in space mining, astrophysics, and machine learning. No existing files were modified.

Co-authored-by: Devanik21 <162272415+Devanik21@users.noreply.github.com>
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Code Review

This pull request establishes the foundational structure for a space mining research project, introducing modules for orbital mechanics, data processing, geological analysis, and Monte Carlo simulations. The review feedback highlights several areas for improvement: ensuring the torch dependency is added to the project configuration, refining the calculate_hohmann_transfer function to include the necessary gravitational parameter, using proper Markdown headers in documentation, and marking empty test cases as skipped to maintain CI integrity.

@@ -0,0 +1,5 @@
"""Graph Neural Network for modeling spatial relationships between adjacent mining zones."""
import torch.nn as nn
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high

The torch library is imported here, but it is not listed in the project's requirements.txt file. This will lead to a ModuleNotFoundError when the code is executed. Since the project already uses tensorflow and keras, consider whether this should be implemented using the existing stack or if torch needs to be added to the dependencies.

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"""Transformer-based architecture for sequential spectral data analysis."""
import torch.nn as nn
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high

The torch library is imported here, but it is not listed in the project's requirements.txt file. This will lead to a ModuleNotFoundError when the code is executed. Please add torch to the dependencies.

@@ -0,0 +1,3 @@
Abstract Draft v1:
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medium

The title should use Markdown header syntax (e.g., #) to ensure proper document structure and rendering in Markdown viewers, especially since this PR aims to enhance the professional appearance of the repository.

Suggested change
Abstract Draft v1:
# Abstract Draft v1

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"""Calculations for Hohmann transfer orbits."""

def calculate_hohmann_transfer(r1, r2):
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medium

Calculating the delta-v for a Hohmann transfer requires the gravitational parameter (μ) of the central body. The current function signature is missing this necessary input, which is essential for calculations involving different celestial bodies (e.g., Mars, Europa, Moon).

Suggested change
def calculate_hohmann_transfer(r1, r2):
def calculate_hohmann_transfer(r1, r2, mu):

Comment on lines +5 to +6
def test_pipeline(self):
pass
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medium

This test is currently empty and will always pass silently. To maintain code quality and avoid false positives in CI/CD, consider using the unittest.skip decorator to explicitly mark it as a placeholder until implementation is ready.

Suggested change
def test_pipeline(self):
pass
@unittest.skip("Implementation pending")
def test_pipeline(self):
pass

@Devanik21 Devanik21 merged commit acad9a3 into main Apr 18, 2026
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