Discover AbinavRavi/InverseProblemsPDE Open Source project

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AbinavRavi

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Data Generation scripts for Inverse problems in PDE driven process by using deep learning. The Data is generated using FeNics open source framework

CFD-Lab

Computational Fluid Dynamics Praktikum at TUM. (Chair 5 Informatics)

C++

CeVAE

CeVAE - Context encoding variational autoencoder based on https://arxiv.org/abs/1812.05941

Python

Deep-learning-For-Physics

Advanced Deep learning for physics (Fluid Simulations ) in TUM

Jupyter Notebook

Machine-Learning-IN2064

Jupyter Notebook

Federated-learning-MI

Federated learning using Pysyft and Duet for Medical Imaging example

Jupyter Notebook

outlier_robust_aggregators_fl

Outlier Robust aggregators for federated learning

Jupyter Notebook

OODCancer

Supervised OOD detection of Cancer for ICLR Affordable cancer workshop

Jupyter Notebook

MLopsHackathon

MLops Hackathon MLOPS summer school Oct 19

Python

ScientificComputingLab

Scientific Computing Lab WS17 TUM

MATLAB

AbinavRavi.github.io

My Website

SCSS

Stroke-Challenge

FCN segmentation of Brain lesions for Stroke Challenge.

Jupyter Notebook

NumericalMethods

Simple Numerical Methods techniques using Python. Talk given at Amrita School of Engineering at March 2018

Jupyter Notebook

Physics-Aware-GAN

Super resolution GAN for Physics smoke simulation data

Jupyter Notebook

Network_Analysis_Eur_Parl

A project using community detection to find the Hidden Agenda in MP of european parliament. The data is taken from 1999-2012 for which the English speeches are available.

Python

AbinavRavi/InverseProblemsPDE

AbinavRavi

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