Combines power of torch, numerical methods to conquer and solve ALL {O,P}DEs

Overview

torch_DE_solver

Combines power of torch, numerical methods and math overall to conquer and solve ALL {O,P}DEs

There are three examples to provide a little insight to an operator form

  • example_wave.py - Wave equation
  • example_KdV.py - Korteweg- de Vries equation
  • example_ODE.py - Legendre polynomial generator equation
You might also like...
mrcal is a generic toolkit to solve calibration and SFM-like problems originating at NASA/JPL

mrcal is a generic toolkit to solve calibration and SFM-like problems originating at NASA/JPL. Functionality related to these problems is exposed as a set of C and Python libraries and some commandline tools.

This repository requires you to solve a problem by writing some basic python code.

Can You Solve a Problem? A beginner friendly repository that requires you to solve familiar problems with python. This could be as simple as implement

The presented desktop application was made to solve 1d schrodinger eqation
The presented desktop application was made to solve 1d schrodinger eqation

schrodinger_equation_1d_solver The presented desktop application was made to solve 1d schrodinger eqation. It implements Numerov's algorithm (step by

Wordler - A program to support you to solve the wordle puzzles

solve wordle (https://www.powerlanguage.co.uk/wordle) A program to support you t

Eatlocal - This package helps users solve PyBites code challenges on their local machine

eatlocal This package helps the user solve Pybites code challenges locally. Inst

A slapdash script to solve Wordle or Absurdle automatically

A slapdash script to solve Wordle or Absurdle automatically

Two predictive attributes (Speed and Angle) and one attribute target (Power)

Two predictive attributes (Speed and Angle) and one attribute target (Power). A container crane has the function of transporting containers from one point to another point. The difficulty of this task lies in the fact that the container is connected to the bridge crane by cables causing an opening angle while the container is being transported, interfering with the operation at high speeds due to oscillation that occurs at the end point, which could cause accidents.

Custom component to calculate estimated power consumption of lights and other appliances
Custom component to calculate estimated power consumption of lights and other appliances

Custom component to calculate estimated power consumption of lights and other appliances. Provides easy configuration to get virtual power consumption sensors in Home Assistant for all your devices which don't have a build in power meter.

Stopmagic gives you the power of creating amazing Stop Motion animations faster and easier than ever before.
Stopmagic gives you the power of creating amazing Stop Motion animations faster and easier than ever before.

Stopmagic gives you the power of creating amazing Stop Motion animations faster and easier than ever before. This project is maintained by Aldrin Mathew.

Comments
  • Examples revisiting

    Examples revisiting

    После конфига нужно будет пройтись по всем примерам - они сделаны неоднородно и без конфига. Старые примеры уберём в Examples\old - они (пока что) должны работать (в отличии от нас), но поддерживать их больше не будем. Всё переписываем под конфиги.

    opened by SuperSashka 1
  • Weak_form for O/P differential equation/sytem.

    Weak_form for O/P differential equation/sytem.

    1. Method weak_loss is added in Solution class.
    2. New examples with weak form are created.
    3. Solution print is fixed for system
    4. weak_form parameter is added in Solver class for weak loss eval-n
    opened by aminevdom 0
  • System solution

    System solution

    SOD problem is solved by point_sort_shift solver and nn_autograd_optimizer.

    1. Input_preprocessing file: operator_prepare is changed, it determines what type of problem we have (1eqn or system)
    2. Solver file: print_solution_autograd is added as ordinary print_solution doesn't work with autograd solver. Plotting 3 graphs is added in print solution function (irrationally).
    3. Cache: variables number determination is changed for system term
    4. Metrics: point_sort_shift_loss is changed for system term and autograd method is fixed for system term too
    opened by aminevdom 0
  • Autograd + expamles revisiting

    Autograd + expamles revisiting

    I add the torch.autograd functional, such that the pytorch models are differentiated with AD. Also all examples are updated and should be working using any IDE.

    opened by SuperSashka 0
Releases(v.0.0.1)
Owner
Natural Systems Simulation Lab
Natural Systems Simulation Lab in ITMO University
Natural Systems Simulation Lab
A lightweight solution for local Particle development.

neopo A lightweight solution for local Particle development. Features Builds Particle projects locally without any overhead. Compatible with Particle

Nathan Robinson 19 Jan 01, 2023
Python 3.9.4 Graphics and Compute Shader Framework and Primitives with no external module dependencies

pyshader Python 3.9.4 Graphics and Compute Shader Framework and Primitives with no external module dependencies Fully programmable shader model (even

Alastair Cota 1 Jan 11, 2022
Multi-Probe Attention for Semantic Indexing

Multi-Probe Attention for Semantic Indexing About This project is developed for the topic of COVID-19 semantic indexing. Directories & files A. The di

Jinghang Gu 1 Dec 18, 2022
Script to check if your Bistromatic handle everything as it should.

Bistromatic Checker Script to check if your Bistromatic handle everything as it should. The bistromatic is the project marking the end of the CPool at

Mathias 1 Dec 27, 2021
Store Simulation

Almacenes Para clonar el Repositorio: Vaya a la terminal de Linux o Mac, o a la cmd en Windows y ejecute:

Johan Posada 1 Nov 12, 2021
A GUI love Calculator which saves all the User Data in text file(sql based script will be uploaded soon). Interative GUI. Even For Admin Panel

Love-Calculator A GUI love Calculator which saves all the User Data in text file(sql based script will be uploaded soon). Interative GUI, even For Adm

Adithya Krishnan 1 Mar 22, 2022
Machine Learning powered app to decide whether a photo is food or not.

Food Not Food dot app ( 🍔 🚫 🍔 ) Code for building a machine Learning powered app to decide whether a photo is of food or not. See it working live a

Daniel Bourke 48 Dec 28, 2022
Watcher for systemdrun user scopes

Systemctl Memory Watcher Animated watcher for systemdrun user scopes. Usage Launch some process in your GNU-Linux or compatible OS with systemd-run co

Antonio Vanegas 2 Jan 20, 2022
Python version of RocketLeague-Dropshot-Calculated-shot

Python version of RocketLeague-Dropshot-Calculated-shot. This is just to demo around and a tool I used to develop the actual plugin.

JareBear 1 Jan 14, 2022
An easy python calculator for those who want's to know how if statements, loops, and imports works give it a try!

A usefull calculator for any student or anyone who want's to know how to build a simple 2 mode python based calculator.

Antonio Sánchez 1 Jan 06, 2022
Launcher program to select which version of the Q-Sys software to launch.

QSC-QSYS Launcher Launcher program to select which version of the Q-Sys software to launch. Instructions To use the application simply save the "Q-Sys

Zach Lisko 2 Sep 28, 2022
Student Management System Built With Python

Student-Management-System Group Members 19BCE183 - Patel Sarthak 19BCE195 - Patel Jinil 19BCE220 - Rana Yash Project Description In our project Studen

Sarthak Patel 6 Oct 20, 2022
Projects using the Tkinter module in Python!

Tkinter projects This repository includes some Tkinter projects made by me. All of these are simple to understand. I create apps with good functionali

Amey 0 Sep 24, 2021
Projeto de Jogo de dados em Python 3 onde é definido o lado a ser apostado e número de jogadas, pontuando os acertos e exibindo se ganhou ou perdeu.

Jogo de DadoX Projeto de script que simula um Jogo de dados em Python 3 onde é definido o lado a ser apostado (1, 2, 3, 4, 5 e 6) ou se vai ser um núm

Estênio Mariano 1 Jul 10, 2021
A basic layout of atm working of my local database

Software for working Banking service 😄 This project was developed for Banking service. mysql server is required To have mysql server on your system u

satya 1 Oct 21, 2021
HOWTO: Downgrade from nYNAB to YNAB4

HOWTO: Downgrade from nYNAB to YNAB4 This page explains how to move from nYNAB to YNAB4 while retaining as much information as possible. See Appendix

Tobias Kunze 10 Dec 29, 2022
The newest contender in Server Gateway Interface.

nsgi The newest contender in Server Gateway Interface. Why use this webserver? This webserver is made with the newest version of asyncio, and sockets,

OpenRobot 1 Feb 12, 2022
An awesome script to convert the University Of Oviedo web calendar to Google or Outlook calendars.

autoUniCalendar Un script en Python para convertir el calendario de la intranet de la Universidad de Oviedo en un calendario de Outlook o Google Calen

Bimo99B9 14 Sep 28, 2022
Ssma is a tool that helps you collect your badges in a satr platform

satr-statistics-maker ssma is a tool that helps you collect your badges in a satr platform 🎖️ Requirements python = 3.7 Installation first clone the

TheAwiteb 3 Jan 04, 2022
Decentralized intelligent voting application.

DiVA Decentralized intelligent voting application. Hack the North 2021. Inspiration Following the previous US election, many voters were fearful that

Ali Shariatmadari 4 Jun 05, 2022