Name: Nima Hosseini Dashtbayaz
Type: User
Company: Western University
Bio: Computer Science PhD Student at UWO
Location: London, Ontario
Blog: nimahsn.github.io
Nima Hosseini Dashtbayaz's Projects
This repository contains implementations for the projects in my AI course, instructed by Dr. Mehdi Ghatee.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Visualizing the the loss landscape of Fully-Connected Neural Networks
Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"
Neural Operators implemented with JAX and Equinox
A client and server model implemented with shared memory in C, capable of serving multiple clients concurrently.
Yet another PINN implementation
Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
Spectral Neural Operator
Source code for Separable PINN