Physics Libraries

19 Components & Libraries

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Physics Libraries

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

The ROOT system provides a set of modules with all the functionality needed to handle and analyze large amounts of data in a very efficient way. Having the data defined as a set of objects, specializ…

A list of resources in different fields of Computer Science

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

Awesome software projects sub-categorized by focus. To the extent possible under law, all contributors have waived all copyright and related or neighboring rights to this work.

SU2: An Open-Source Suite for Multiphysics Simulation and Design

Computational analysis tools have revolutionized the way we design engineering systems, but most established codes are proprietary, unavailable, or prohibitively expensive for many users. The SU2 tea…

Open-Source Quantum Chemistry – an electronic structure package in C++ driven by Python

With computationally demanding portions written in C++, exports of many C++ classes into Python via Pybind11, and a flexible Python driver, Psi4 strives to be friendly to both users and developers. P…

:spider_web: Mesh optimization, mesh smoothing.

Several mesh smoothing/optimization methods with one simple interface. optimesh on your machine and you're good to go. Example call: The left hand-side graph shows the distribution of angles (the gr…

Processing and gridding spatial data, machine-learning style

The first major release of Verde was focused on meeting most of these initial goals and establishing the look and feel of the library. Later releases will focus on expanding the range of gridders ava…

An open source Python package for plasma research and education

To install PlasmaPy on macOS or Linux, open a terminal and run: To install PlasmaPy on Windows, open a terminal and run PlasmaPy's weekly project meetings are a place to discuss education, outreach, …

Learning-Python-Physics-Informed-Machine-Learning-PINNs-DeepONets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

Hi, I’m Juan Diego Toscano. Thanks for stopping by. This repository will help you to get involved in the physics-informed machine learning world. In particular, it includes several step-by-step guide…

Welly helps with well loading, wireline logs, log quality, data science

Next, check out the tutorial notebooks.

:books: Curated lists for programming, books, movies, music, games, etc

:triangular_ruler: Orthogonal polynomials in all shapes and sizes.

on your machine and you're good to go. For univariate ("one-dimensional") integrals, every new iteration contains one function. For bivariate ("two-dimensional") domains, every level will contain on…

A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files and creates a pandas dataframe of the log data. Includes a basic petrophysical workflow and a simple log viewer based on XML templates.

Install PetroPy through pip via the command line To read in an las file, pass the file reference:

Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design

This repository contains all the lectures and workshop materials for the workshop conducted during March-April 2020. The goal of this workshop is to teach the basics of different technical skills nee…

Collection of geophysical notes in the form of IPython/Jupyter notebooks.

My collection of geophysical notes written as Jupyter notebooks. (Mostly obsolete now, don't have time for a proper update; for example I stopped wasting my time with jupyter widgets and Panel for in…

Larch: Applications and Python Library for Data Analysis of X-ray Absorption Spectroscopy (XAS, XANES, XAFS, EXAFS), X-ray Fluorescence (XRF) Spectroscopy and Imaging, and more.

Larch is an open-source library and set of applications for processing and analyzing X-ray absorption and fluorescence spectroscopy data and X-ray fluorescence and diffraction image data from synchro…

An Open-Source Geophysical Python Library for Geoscience Prototype Research

Our Missions

python library for atomistic machine learning

We aim to provide a powerful library for the training of atomistic (or physical point-cloud) machine learning. We want entry-level users to be able to efficiently train models to millions of datapoin…

TotalDepth is capable of processing and analysing petrophysical wireline logs.

Petrophysical software capable of processing wireline logs. Here is an example of a LAS file plotted with the Triple Combo plot format as seen in a browser which includes the API header: An example o…

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