PHD STUDENTSHIP DEEP LEARNING jobs in United Kingdom

to also consider their synthetic viability. The aim of this project is to develop a deep learning and generative design toolchain... for realistic molecules. In this project, the student will develop a deep learning and generative design toolchain to accurately...

The recent advent of deep learning (DL) has enabled data-driven models, paving the way for the full exploitation... (D2IM): a deep learning approach to predict displacement and strain fields from undeformed X-ray tomography images...

computational thermodynamics and deep learning. This PhD project will lead to the conception of functionally graded advanced... components combining properties that are considered unattainable. The ideal candidate will have a solid background in deep...

properties (e.g memory). From these 'modules' we will then investigate how these can be combined to create enhanced 'deep.... Supervisor Bio Dr. Matthew Ellis' research intersects machine learning and physics; looking to better integrate advances in...

depth in advanced algorithms like deep learning, essential for complex data. There's also a gap in real-time data processing... for applying and honing sophisticated machine learning methods like deep learning for enhanced predictive maintenance. The project...

intersection of Artificial Intelligence (AI) and Audio/acoustics, an area of machine learning called Machine Listening. The PhD... listening, deep learning, acoustics, signal processing, computer vision, spatial audio, NLP, statistical analysis, software...

-throughput, automated, unbiased approach to analysing and characterising hydrides in 2D and 3D. The use of deep learning (DL...This 4 year PhD project is funded by EPSRC (funding from Materials 4.0 CDT and Rolls-Royce Submarines). The funding...

capabilities of deep learning models. Such vulnerabilities expose FL systems to various privacy attacks, making the study...Supervisory Team: Dr Han Wu PhD Supervisor: Han Wu Project description: In the wake of growing data privacy...

computing and mathematical background. Solid programming experience and familiarity with deep learning environments (e.g... less than 6.0 in each component. How to Apply To apply for a PhD studentship, applications must be made directly to the...

from these sensor data and apply machine learning algorithms to predict health outcomes; 2) to explore advanced deep learning... is available. Funding Notes This PhD studentship will cover standard UK home tuition fees and provide a tax-free stipend at the standard...

of information and the structure of representations in neural networks, advancing towards more transparent deep learning models... appreciated in industry, with expertise in machine learning, statistical learning, deep learning, and data analysis. Starting...

outstandingly large penetration depth, ultrasonic waves allow safe and non-invasive detection and imaging in deep tissue of human... ultrasonic waves, such as for distinguishing the longitudinal and shear modes. Machine learning will be applied as an option...

project will: * Scrutinise the performance of open deep-learning architectures in facial and voice biometric modalities... for describing a decision outcome generic to a range of widely used deep-learning-based biometric systems. Explore if Generative...

with a dynamically adaptive grid, and a deep learning model for the closure of the sub-grid-scales terms in LES. The first step... computing Collection and production of databases (DNS) for wall-bounded turbulence (to also be used for machine learning...

to those with a good understanding of computer vision and deep learning. It is essential for them to have a good background knowledge... of machine learning and computer programming and a proactive approach to their work. A self-motivated, driven, and creative...