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deep learning PhD Projects, Programs & Scholarships

We have 175 deep learning PhD Projects, Programs & Scholarships

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We have 175 deep learning PhD Projects, Programs & Scholarships

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Time series modeling and prediction using deep learning

Time series data consists of sampled data points taken over time. Time series modeling and prediction are one of the most fundamental problems and have been subject to intensive researches. Read more

Domain-aware deep learning models for fast and accurate biomechanical simulation

  Research Group: School of Mechanical Engineering
Background. Physics-informed neural networks (PINNs) provide a powerful means of incorporating domain knowledge into the training of deep learning models, so as to improve their accuracy and reliability in simulating complex real systems. Read more

Explainable AI: Making Machine/Deep Learning models explainable

Traditional Artificial Intelligence(AI) technologies such as Machine/Deep learning used in developing intelligent/smart solutions largely rely on utilising best representative test datasets and features engineering and less on the available domain expertise. Read more

Deep learning for Image and Video Processing and Information Retrieval

In the age of large scale automation and data explosion, deep learning offers means to process unstructured image data and allow us to receive a large amount of information. Read more

Computer Vision with Deep Learning for Human Data Modelling

This project focuses on deep learning algorithms to model human data such as human images/video, 3D skeletal motion, 3D body/facial surfaces for recognition, prediction and reconstruction. Read more

Deep Learning for stock market predictions: Study of Fama's international efficiency

A theory of Efficient Market Hypothesis (EMH) has been introduced by Fama to analyse financial markets. In particular the EMH theory has been proven in some real cases under different conditions including financial crises and frauds. Read more

Causal inference using deep learning

Nowadays, artificial intelligence (AI) using machine learning (ML) is greatly influencing our life in numerous areas including medical science, energy, social science, and others. Read more

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