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Advanced Deep Learning for Physics
Conjugate Gradient related code for "Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers"
A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning
Deep Fluids: A Generative Network for Parameterized Fluid Simulations
Advanced Deep learning for physics (Fluid Simulations ) in TUM
Learning nonlinear operators via DeepONet
Example code for the Siggraph Asia Tutorial CreativeAI
Implementation of our ICLR paper: https://openreview.net/pdf?id=By4HsfWAZ
Accelerating Eulerian Fluid Simulation With Convolutional Networks
Fundamental Sources for Water Wave Animation
Simple, single-file fluid solvers for learning purposes
Towards Learning the Temporal Evolution of Fluid Flow
Transport-Based Neural Style Transfer for Smoke Simulations
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
A set of custom deep network layers written in PyTorch to enable computation with unordered particle sets with an emphasis on fluid dynamics.
Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Practicum on Supervised Learning in Function Spaces
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.