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Search results for jupyter notebook physics
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physics
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156 search results found
3d Printed Mirror Array
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2,132
3D-printable hexagonal mirror array capable of reflecting sunlight into arbitrary patterns
Kubric
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2,089
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Scriptedforms
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511
Quickly create live-update GUIs for Python packages using Markdown and simple HTML elements.
Hamiltonian Nn
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234
Code for our paper "Hamiltonian Neural Networks"
Pinns
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186
PyTorch Implementation of Physics-informed Neural Networks
Hep_ml
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163
Machine Learning for High Energy Physics.
Abipy
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103
Open-source library for analyzing the results produced by ABINIT
Calogan
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103
Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
Darwin
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97
An open-source project dedicated to build foundational large language model for natural science, mainly in physics, chemistry and material science.
Interaction_network_pytorch
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79
Pytorch Implementation of Interaction Networks for Learning about Objects, Relations and Physics
Compphys
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77
CompPhys - a Computational Physics repository
Coding Druid
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70
"Coding Druid" series is my horizontal programming practice notes, each part around a topic (mathematical physics electronic graphics sound...), implemented in several programming languages.
Marburg
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70
physics meets neural networks
Jupyterpic
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69
Jupyter notebooks for educational plasma physics with PIC
Mlhep2016
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68
Machine Learning in High Energy Physics 2016
Pyvaporation
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66
The solution for modelling pervaporation membrane performance based on experimental data
Neos
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64
Upstream optimisation for downstream inference
Mathphysics
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61
Various notes and solutions on Math and Physics (and Mathematical Physics)
Compphy
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56
Assortment of code for model systems in computational physics
Machinelearningstatistics
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54
Machine learning and statistics for physicists
Oqupy
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54
A Python 3 package to efficiently compute non-Markovian open quantum systems.
Heat Pinn
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53
A Physics-Informed Neural Network to solve 2D steady-state heat equation.
Recnn
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47
Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"
Labelfree Dnn Surrogate
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46
Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning
Adversarial Jets
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45
Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics
Pem Dataset1
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43
Proton Exchange Membrane (PEM) Fuel Cell Dataset
Oommfc
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43
OOMMF calculator.
Turbulent Flow Net
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42
Deep Learning Physics
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40
This project contains additional material for the textbook Deep Learning for Physics Research by Martin Erdmann, Jonas Glombitza, Gregor Kasieczka, and Uwe Klemradt.
Statisticalphysics
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39
open source E-book on statistical physics
Tfga
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38
Python package for Geometric / Clifford Algebra with TensorFlow
Nm4p
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36
Programs for "Numerical Methods for Physics" by Alejandro Garcia
Ai4materials
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35
Deep learning for crystal-structure recognition and analysis of atomic structures
Ubermag
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34
Meta package for the Ubermag project.
Sgld
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33
Machinelearning_physics
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32
This is to facilitate the “Machine Learning in Physics” course that I am teaching at Sharif University of Technology for winter-19 semester. For more information, see the course page at
3_body_problem_bot
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32
Work in progress
Nonrad
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32
Implementation for computing nonradiative recombination rates in semiconductors
Pythoncompphys
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31
Some python workbooks with various topics from Computational Physics
Frispy
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30
Frisbee flight simulator written in Python.
Bhlectures
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29
Lectures "Geometry and physics of black holes"
Mljc Unito Projectx 2020 Public
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29
Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)
Sparkdltrigger
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28
Repo for the article "Machine Learning Pipelines with Modern Big DataTools for High Energy Physics"
Computationalphysics
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27
Jupyter notebooks with code examples, as shown in the lectures of TFY4235 Computational Physics at NTNU, spring 2016 and spring 2021.
Nanonet
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27
The project represents an extendable Python framework for the electronic structure computations based on the tight-binding method and transport modeling based on the non-equilibrium Green's function (NEGF) method. The code can deal with both finite and periodic system translated in one, two or three dimensions.
Geopack
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27
Python version of geopack and Tsyganenko models
Physics_based_learning
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27
Learning for computational imaging system made simple.
Snist
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26
A Benchmark for Seismic Velocity Inversion from Synthetics
Stumbly
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26
Vlapy
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25
1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow
Polaronmobility.jl
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25
Feynman's variational path-integral model for the Fröhlich polaron. Calculates temperature dependent polaron mobilities, and other polaron observables.
Pylcp
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24
Python tools for laser cooling physics
Phys1002a
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24
HITSZ 大学物理实验IA 实验报告、数据处理及绘图程序等资料
Scialgs.jl
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24
Fundamental scientific algorithms in Julia
Physicstutorials.jl
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23
A collection of physics tutorials for the Julia programming language
Introtobiophysics
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23
Introduction to Biophysics, requires one semester of calculus-based Physics.
Buildingphysics
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23
Code repository of the book "Building Physics - Applications in python"
Anki_science
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22
Anki decks for physics, astronomy, computer science, machine learning, and statistics.
Bayesprocess
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22
Physics informed Bayesian network + autoencoder for matching process / variable / performance in solar cells.
Compy
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21
"Computational modeling and visualization" resource repository
Gebpy
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20
GebPy is a Python-based, open source tool for the generation of geological data of minerals, rocks and complete lithological sequences. The data can be generated randomly or with respect to user-defined constraints, for example a specific element concentration within minerals and rocks or the order of units within a complete lithological profile.
Workshop
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20
Workshop: Micromagnetics with Ubermag
Juliachallenge
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20
Can you solve all the puzzles in this repo? Master Julia in an easy way!
Creative Coding Notebooks
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19
🎨 An authorial set of fundamental Python recipes on Creative Coding and Computer Art.
Rppy
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19
A rock physics library for Python
Climate_system
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18
Notes and practicals for my "Physics of the Climate System" lecture
Mfeformulary
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18
The Magnetic Fusion Energy Formulary source code and build system
Uqpinns
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18
Coxeter
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18
Collection of tools to help initialize and manipulate shapes.
Machine Learning And Data Analysis
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17
Машинное обучение и анализ данных by Moscow Institute of Physics and Technology & Yandex
Usnccm15 Short Course Recent Advances In Physics Informed Deep Learning
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17
Phys_t480
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17
Repository for original *Fall 2016* PHYS T480/580 (Big Data Physics: Methods of Machine Learning) at Drexel University
Pylj
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16
Teaching Utility for Classical Atomistic Simulation.
Axioncamb
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16
Mathematicalphysics
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16
Course material from my mathematical physics class and related info
Hydrogen Wavefunctions
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15
Hydrogen wavefunction modeling and electron probability density plots
Physics2vec
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15
Things to do with arXiv metadata :)
Pytopomat
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15
Python Topological Materials (pytopomat) is a code for easy, high-throughput analysis of topological materials.
M4
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15
Metals, Magnets, and Miscellaneous Materials: Blog Introduction to Computational Condensed Matter
Statistics Notes
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15
Personal notes on statistics with a focus on applications to experimental high energy physics
Floatpy
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14
Flow Physics and Aeroacoustics Toolbox with Python
Tracking Ml Exa.trkx
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14
Compclass
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14
A class over Computational Physics in Jupyter
C4p
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14
Computing 4 Physics Course
Arpes
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14
Mirror of PyARPES (gitlab/lanzara-group/python-arpes) the open source ARPES analysis framework
Computational Physics Course Winter 2020
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14
Compphys
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13
Computational Physics
Peakpo
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13
X-ray diffraction data analysis for high pressure and high temperature experiments
Physicsawareae
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13
The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-uniform parameter/time-varying grid, such that the Kolmogorov n-width of the mapped data on the learned grid is minimized.
Pde Estimation
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12
Pytorch code for learning an underlying PDE from given data.
Compphysics
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12
Material for my course of Computational Physics (3rd semester, obligatory), in National and Kapodistrian University of Athens
Computationalmethods
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11
Computational Methods Course at UdeA. Forked and size reduced from:
Schrodingereq_1d_tutorial
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11
Solving Schrodinger Equation Numerically
Pinns Tf2.4.0
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11
Contains implementation of PINN using Tensorflow 2.4.0
Machinelearningmsu
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11
We include here the information for the FRIB-TA summer school on Machine Learning
Ddks
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11
A high-dimensional Kolmogorov-Smirnov distance for comparing high dimensional distributions
Turbulent Flow Nets
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11
Towards Physics-informed Deep Learning for Turbulent Flow Prediction
Ddda
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11
Empowering Scientific Research with AI Assistance! Open Source Code for Data-Driven Dimensional Analysis.
Qexpy
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10
Python-3 package for data-analysis in undergraduate laboratories.
Pyflow
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10
The PyFlow package is a Python implementation of the flow equation method for approximately diagonalising large many-body quantum systems, and simulating their non-equilibrium dynamics.
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