kulkarnihrishikesh Goto Github PK
Name: Hrishikesh Kulkarni
Type: User
Company: Tata Consultancy Services
Bio: Scientific ML Researcher
Location: Pune
Name: Hrishikesh Kulkarni
Type: User
Company: Tata Consultancy Services
Bio: Scientific ML Researcher
Location: Pune
In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the NeurIPS 2022 Datasets and Benchmarks Track conference.
The AirfRANS dataset makes available numerical resolutions of the incompressible Reynolds-Averaged Navier–Stokes (RANS) equations over the NACA 4 and 5 digits series of airfoils and in a subsonic flight regime setup.
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
Bootcamp notebooks
An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
18.085 Gilbert Strang Computational Science and Engineering
Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023
This repository contains implementations and illustrative code to accompany DeepMind publications
A library for scientific machine learning and physics-informed learning
ETH Zürich Deep Learning in Scientific Computing Master's course 2023
Project using deep learning to model thermal storage for solar panels
This repository contains the machine learning projects completed for the class "Deep Learning in Scientific Computing" taught at ETH jointly by Siddhartha Mishra and Benjamin Moseley in Spring 2024. The description of the tasks can be found in the PDFs.
Repository for the Deep Learning in Scientific Computing course offered in Spring 2022 at ETH Zürich: Deep learning project with the aim of studying the preliminary design of a thermal energy storage.
Deep reinforcement learning with OpenFOAM
FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries
Geometry-Aware Fourier Neural Operator (Geo-FNO)
This project shows how to use the gradient of flow variables as a criteria to control Adaptive Mesh Refinement (AMR) for OpenFOAM simulations.
Using graph network to solve PDEs
Understanding Lorentz96 One and Two layer systems
failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to the direction of travel of information in convection-diffusion equations, i.e., method of characteristic; The repository includes a pytorch implementation of PINN and proposed LPINN with periodic boundary conditions
Thoughts about ML committee for OpenFOAM
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics
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.