PhD Position in Differential Geometry and Machine Learning
7 days ago
Introduction:
Danmarks Tekniske Universitet (DTU) invites applications for a PhD position in geometric Bayesian deep learning. Our research group focuses on developing novel methods for scalable and accurate approximate Bayesian inference in deep learning.
Research Objectives:
- To develop a theoretical understanding of the failure modes of Bayesian deep learning.
- To translate these insights into efficient and scalable approximate inference techniques.
Methodology:
The project will involve a combination of theoretical analysis, numerical simulations, and experimentation. We will leverage our expertise in differential geometry, numerical computations, and large-scale computations to design and implement novel algorithms.
Expected Outcomes:
- A comprehensive understanding of the failure modes of Bayesian deep learning.
- An efficient and scalable approximate inference technique that can be applied to various deep learning models.
About Us:
We are a highly motivated and collaborative research group within DTU Compute. Our team is led by Søren Hauberg, who has extensive experience in machine learning and deep learning research.
-
Academic Researcher
7 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeCompany Overview:Danmarks Tekniske Universitet (DTU) is a leading technical university globally recognized for the excellence of its research, education, innovation, and scientific advice. We strive for academic excellence in an international environment.Job Description:The PhD position will focus on developing a theoretical understanding of the failure...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timePhD position on the intersection of Bayesian deep learning and differential geometry. In this project, we will develop a theoretical understanding of the failure modes of Bayesian deep learning and translate these insights into efficient and scalable approximate inference techniques. Do you want to figure out why Bayesian deep learning doesn't work? And...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeThis PhD project will explore advanced data-driven methods to accelerate the green transition by providing fast and accurate modeling of wind farm wake aerodynamics, which occurs as large wind turbines interact with the complex atmosphere. Are you eager to explore advanced machine-learning techniques and enthusiastic about accelerating the green energy...
-
Energy Engineer PhD Position
7 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAt Danmarks Tekniske Universitet (DTU), we are seeking a highly motivated PhD researcher to join our team in the Department of Wind and Energy Systems. The successful candidate will work on the project 'AI-Augmented Design Optimization of Wind Farms' within the System Engineering and Optimization (SYS) section.The main objective of this project is to develop...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout DTU ComputeDanmarks Tekniske Universitet (DTU) is a leading technical university globally recognized for its excellence in research, education, innovation, and scientific advice. Our goal is to create a better world by addressing societal challenges through innovative technologies.Job DescriptionThis PhD position is part of a strategic initiative to...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAre you passionate about Generative AI and how to make it useful? Do you want to design new Generative AI tools and methods that improve student learning in university STEM courses? Then this PhD, on providing relevant information and feedback to students' own work using Generative AI, is for you. This PhD is a strategic initiative in collaboration between...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeJob DescriptionThis PhD scholarship is part of the IntelliWind Doctoral Network, focusing on Reinforcement Learning techniques for Wind Farm Control Optimization. The successful candidate will have the opportunity to contribute to cutting-edge research in the field of wind energy and artificial intelligence.The primary tasks of the PhD student will include...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full time**Company Overview**Danmarks Tekniske Universitet (DTU) is a world-renowned technical university dedicated to developing technology for people.Our mission is to create value using science and engineering to benefit society, aligned with the United Nations' Sustainable Development Goals.We strive for academic excellence, innovation, and scientific advice,...
-
PhD Researcher in Wind Energy Optimization
7 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeWe are seeking a PhD researcher to join our team in the Department of Wind and Energy Systems at DTU. The successful candidate will work on the project 'AI-Augmented Design Optimization of Wind Farms' within the System Engineering and Optimization (SYS) section.The main responsibilities of this position include:Developing a framework/methodology to better...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAre you passionate about revolutionizing medical imaging with cutting-edge machine learning? Do you aspire to contribute to groundbreaking research that significantly enhances clinical workflows and patient outcomes? The Technical University of Denmark (DTU) is seeking ambitious candidates for a PhD position focused on developing an innovative...
-
PhD Researcher in Advanced Ultrasound Imaging
3 hours ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAt Danmarks Tekniske Universitet (DTU), we are seeking a talented PhD researcher to join our team in the Section for Ultrasound and Biomechanics. As part of our cutting-edge research project, you will focus on developing innovative high-frame-rate ultrasound-based wall shear stress estimation framework.This project aims to transform stroke prevention by...
-
PhD scholarship
7 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAre you a curious, self-driven individual with a strong passion for developing sustainable energy solutions? Are you interested in exploring the potential of AI in engineering design? Then we have a great opportunity for you: a PhD position at DTU Wind on the topic of AI augmented design optimization of wind farms The Department of Wind and Energy Systems...
-
PhD scholarship in T Cell Immunoinformatics
6 hours ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeThe Section of Bioinformatics, DTU Health Tech is world leading within Immunoinformatics and Machine-Learning. Currently, we are seeking a highly talented and motivated PhD student within the field of T Cell Immunoinformatics.The immune system defends us against pathogens through immune cells specialized to mount precise and individualized responses. The...
-
PhD scholarship in 3D Vision for Robotics
3 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeDTU Compute and the Pioneer Centre for Artificial Intelligence are excited to offer a PhD position for a talented and motivated student to join our lab at DTU led by Theodora Kontogianni. Our research focuses on solving real-world challenges, with applications ranging from everyday automation to industrial and medical robotics. This is an excellent...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeDTU Wind invites applications for a PhD position to develop an advanced autonomous decision support system (DSS) tailored to enhance the operation and maintenance (O&M) practices of wind turbines. The project aims to create a versatile, modular DSS that integrates data acquisition, machine learning-based data analytics, and autonomous reasoning modules to...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full time**Project Overview**: This PhD position is part of a collaboration between DTU and EPFL in Switzerland, offering unique opportunities for high-level research, training, and innovation within manufacturing engineering in an exciting combination of academic and industrial environments.The PhD student will work in the framework of the ongoing collaboration...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeJob DescriptionWe are seeking a highly motivated PhD student to contribute to the renewable energy revolution by developing efficient nanoparticles for hydrogen production. The project involves setting up a high-throughput synthesis protocol based on an existing continuous flow hydrothermal reactor and defining standard, fast characterization operations.You...
-
AI PhD Scholarship in Engineering Education
7 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the RoleWe are seeking a highly motivated and talented PhD candidate to join our team at Danmarks Tekniske Universitet (DTU) as part of a strategic initiative to design and validate Generative AI-based tools that can provide immediate, relevant information and feedback to students' own work during formative courses.The successful candidate will work...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAbout the ProjectThe IntelliWind project is a Doctoral Network funded by the EU Marie Skłodowska-Curie Actions program (MSCA DN). As a PhD student, you will be part of a rich context of scientific discussions within the Marie Skłodowska-Curie Action Doctoral Networks.You will benefit from advanced training in various European universities and industry,...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeThe Department of Civil and Mechanical Engineering of the Technical University of Denmark (DTU) has an open PhD position on the topic of "Precision polishing of miniature impellers". The position is for 3 years. This position is funded in the context of the EuroTech strategic network and a collaboration between DTU and EPFL in Switzerland, offering unique...