Name: Yipeng Xu
Type: User
Company: University of Nottingham Ningbo China
Bio: 👀: AI for Science |
Astrophysics & Planetary Science | Interdisciplinary
❗:More is no label and beyond the definition
📧:[email protected]
Location: Guangzhou/Ningbo, China
Yipeng Xu's Projects
Answer to past paper of COMP1039
Systems and Architecture (COMP1047) Revision
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
A Neural Network based model to predict particle concentration and gas concentration distribution in a fluidized bed using MATLAB.
Semi-supervised galaxy morphology classification using Convolutional AutoEncoders (CAE). This repository contains the implementation, visualizations, and results of the CAE-based classification.
Semi-supervised galaxy morphology classification leveraging the Momentum Contrast (MoCo) deep learning technique
Supervised galaxy morphology classification using ResNet50. Contains full implementation, datasets, and results.
A differentiable lensing simulator. This code is used to generate a large number of training samples of the weak gravitational lens mass distribution for the subsequent deep learning cosmological extraction.
All Algorithms implemented in Python