Python-Computational-Natural-Sciences

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Python-Computational-Natural-Sciences

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🔬 Python Scripts for applications in Natural Sciences (Physics, Biology, Chemistry). Updating on a regular basis.

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# 🔬Python-Computational-Natural-Sciences
<center><a href="https://ibb.co/GsHvxMH"><img src="https://i.ibb.co/gv4MjW4/4.png" alt="4" border="0"></a></center>

## Getting Started
The Jupyter notebooks are accessible in various ways

* Online as [static web pages](https://nbviewer.jupyter.org)
* Online for interactive usage with binder
* Local for interactive usage on the user's computer by cloning / downloading the repository from https://github.com/jimmyg1997/Python-Computational-Natural-Sciences
* Other online services (e.g. Google Colaboratory, Microsoft Azure, ...) provide environments for interactive execution of Jupyter notebooks as well. Local execution on your computer requires a local Jupyter/IPython installation.

## Concept

[**Natural science**](https://www.wikiwand.com/en/Natural_science) is a branch of science concerned with the description, prediction, and understanding of natural phenomena, based on empirical evidence from observation and experimentation.

Natural science can be divided into two main branches: *life science* and *physical science*. Life science is alternatively known as **biology**, and physical science is subdivided into branches: **physics, chemistry, Earth science, and astronomy**.

The present notebooks cover fundamental aspects of **physics, chemistry and biology**. A focus is laid on a mathematical treatise. The discussion of the mathematical background is important to understand the underlying principles in a more general manner.

### 1. BIOLOGY CONTENTS

The areas of Biology covered will be :

* **Multi-omics integration**
* **Proteomics**
* **Generative models**
* **Genomics**
* **Variant calling**
* **Gene expression**
* **Imaging and gene expression**
* **Predicting enhancers and regulatory regions**
* **Non-coding RNA**
* **Single-cell applications**
* **Population genetics**
* **Systems biology**
* **Neuroscience**

### 2. PHYSICS CONTENTS

The areas of Physics covered will be :
* **Classical mechanics**
  * *Newton's laws of motion*
  * *Lagrangian mechanics*
  * *Hamiltonian mechanics* 
  * *Kinematics*
  * *Statics* 
  * *Dynamics* 
  * *Chaos Theory* 
  * *Acoustics* 
  * *Fluid dynamics*
  * *Continuum mechanics*
* **Electromagnetism**
  * *Electrostatics*
  * *Electrodynamics*
  * *Electricity*
  * *Magnetism*
  * *Magnetostatics*
  * *Maxwell's equations*
  * *Optics*
* **Thermodynamics& statistical mechanics**
  * *Heat engine*
  * *Kinetic theory*
* **Quantum mechanics**
  * *Path integral formulation*
  * *Scattering theory*
  * *Schrödinger equation*
  * *Quantum field theory* 
  * *Quantum statistical mechanics*
* **Relativity	Special relativity**
  * *General relativity*
  * *Einstein field equations*

### 3. PHYSICS CONTENTS

The areas of Chemistry covered will be :

* **Physical chemistry**
* **Organic chemistry**
* **Inorganic chemistry**
* **Analytical chemistry**
* **Biochemistry**

## Topics covered so far

### 1. BIOLOGY
### 2. PHYSICS
* **Electromagnetism**
  * *Optics* : The study of how light behaves with **mirrors (reflect light), lenses (bend light), prisms (seperate light)**
  <center> <a href="https://imgbb.com/"><img src="https://i.ibb.co/PjwyvKy/5.png" alt="5" border="0"></a></center>
### 3. CHEMISTRY

## Libraries used 🚧
### BIOLOGY
### PHYSICS
### CHEMISTRY

Python-Computational-Natural-Sciences

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