Current jobs related to PhD scholarship in Geometric Bayesian Deep Learning – DTU Compute - Kongens Lyngby, Lyngby-Tårbæk Kommune - Danmarks Tekniske Universitet (DTU)
-
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...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeAre you passionate about sustainability and eager to tackle climate and environmental challenges? Do you have a keen interest in enzymes? Join the Applied Molecular Enzyme Chemistry group at DTU Bioengineering for an exciting PhD journey focused on developing innovative enzyme engineering approaches to obtain enzymes for replacing chemical processes like...
-
PhD scholarship in 3D Vision for Robotics
4 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 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...
-
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...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeIf you aspire to conduct a PhD study and your ambition is to contribute to sustainability, the opportunity is right in front of you. This PhD position focuses on sustainable maritime logistics, in particular, Sustainable Fleet Planning in Green Transition under Uncertainty. You will be part of a talented and ambitious team at DTU Department for Technology,...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeThe Quantum Physics & Information Technology (QPIT) group at DTU Physics is seeking exceptional individuals to join our team as PhD students. We specialize in quantum information processing, quantum communication, and quantum sensing using cutting-edge technologies such as quantum optics, quantum optomechanics, and diamond physics. Our research is primarily...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeDo you want to contribute to the development of high-quality STEM teaching at university level with a focus on conceptual understanding? Do you want to engage in a career within university pedagogy and didactics of engineering education? Are you passionate about how to teach introductory physics using experiments to build the students' conceptual...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeAre you interested in studying the carbon cycle in the Greenlandic fjords and shelf waters? Are you a talented, motivated, and team-oriented person who thrives in a collaborative environment and enjoys working with complex, multidisciplinary topics? We're looking for a PhD candidate to join the WaterColor project, starting in January 2025. The project is...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeIf you are in your early career as a Bioinformatics researcher and you are seeking the best possible foundation to establish your own group in the academic world, the opportunity is right here in front of you. At the Bioinformatics Section at the Department of Health Technology (DTU Health Tech) you will be at the cutting edge, exploring new frontiers in the...
-
Deep Learning Health Specialist
5 days ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeAbout DTU Health TechDTU Health Tech is a world-leading research and education institution within the biomedical engineering field. Our vision is to provide an attractive, efficient and merit-based research environment for our employees. We explore new frontiers in the field of bioinformatics, with research areas covering both basic biological and...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeIf you are looking for an exciting opportunity for a PhD scholarship, we at the Materials and Surface Engineering section, Department of Civil and Mechanical Engineering, Technical University of Denmark are seeking a candidate for a PhD position to work on corrosion failure mechanisms of Power Electronic components under humidity exposure conditions....
-
Deep Learning Expert in Wall Shear Stress Estimation
20 hours ago
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeDTU Health Tech is seeking a deep learning expert 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 WSS estimation methods using advanced ultrasound imaging and machine learning techniques.This project aims to transform stroke prevention by integrating...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeAre you ready to push the boundaries of innovation and engineering excellence? Join our PhD program and tackle cutting-edge challenges in future district energy design. We seek a motivated candidate with a strong engineering background and a passion for research who is willing to combine modeling skills with experimental testing to be part of our joint...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeWe are excited to announce an opportunity for you to join the innovative DFF research project for a fully funded 3-year PhD position under the supervision of Tenure Track Researcher Evgeniia Gilshtein and Senior Researcher Stela Canulescu at DTU Electro. During the PhD you will have the opportunity to develop photonic annealing and crystallization techniques...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU Management Full timeIf you wish to pursue a research career within Science & Technology Studies (STS) and computational ethnographic methods developing your expertise within intelligent and inclusive transportation, you may consider applying for this PhD position. We are looking to hire 1 PhD candidate to help realize the ambitions put forth in the cross-disciplinary...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark Danmarks Tekniske Universitet (DTU) Full timeBecome part of a team of international front-runners in developing methods for the environmental sustainability assessment of products and technologies. Do you want to carry out a PhD project with international front-runners in environmental sustainability assessment? If so, this PhD position might be the right fit for you You will develop and apply improved...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeAre you interested in biological oceanography and climate change, and not afraid about challenges to investigate the invisible? But most importantly, are you eager to apply new technology to find novel solutions to old problems? Then you might be the right person to join our team. We aim to understand food-web interactions, trophic transfer and carbon export...
-
Kongens Lyngby, Lyngby-Tårbæk Kommune, Denmark DTU - Technical University of Denmark Full timeAbout the PositionDTU 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.Job...
-
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 in Geometric Bayesian Deep Learning – DTU Compute
1 week ago
PhD 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 afterwards fix it? At DTU Compute, we are working towards building highly scalable Bayesian approximations that actually work for deep learning. The driving approach is to first figure out the root cause of why the usual tricks do not work and then secondly fix the issues.
You will join a highly motivated and collaborative team under the supervision of Søren Hauberg. The research environment favors creative 'slow thinking' style research, and we emphasize having fun along the way. Our work is consistently published at the top venues of machine learning research.
Qualifications
You must have a two-year master's degree (120 ECTS points) or a similar degree with an academic level equivalent to a two-year master's degree.
You should have prior experience with machine learning from both a theoretical and practical perspective. Experience in one of the following topics will be appreciated, but mostly we look for smart people who enjoy learning new things:
- Approximate Bayesian inference
- Differential geometry
- Numerical computations (ideally with experience in Jax)
- Large-scale computations
We tend to work in teams, so a collaborative spirit is required.
Approval and Enrolment
The scholarship for the PhD degree is subject to academic approval, and the candidate will be enrolled in one of the general degree programmes at DTU. For information about our enrolment requirements and the general planning of the PhD study programme, please see DTU's rules for the PhD education.
Assessment
The assessment of the applicants will be made by Søren Hauberg.
We offer
DTU is a leading technical university globally recognized for the excellence of its research, education, innovation, and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility.
Salary and appointment terms
The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. The allowance will be agreed upon with the relevant union. The period of employment is 3 years with a negotiable starting date.
Further information
Further information may be obtained from Søren Hauberg at ,
Application procedure
Your complete online application must be submitted no later than 15 September 2024 23:59 (Danish time) . Applications must be submitted as one PDF file containing all materials to be given consideration. To apply, please open the link "Apply now", fill out the online application form, and attach all your materials in English in one PDF file . The file must include:
- A letter motivating the application (cover letter)
- Curriculum vitae
- Grade transcripts and BSc/MSc diploma (in English) including official description of grading scale
You may apply prior to obtaining your master's degree but cannot begin before having received it. Applications received after the deadline will not be considered. All interested candidates irrespective of age, gender, race, disability, religion, or ethnic background are encouraged to apply.
DTU Compute
DTU Compute is a unique and internationally recognized academic department with 385 employees and 11 research sections spanning the science disciplines mathematics, statistics, computer science, and engineering. We conduct research, teaching, and innovation of high international standard – producing new knowledge and technology-based solutions to societal challenges.
Technology for people
DTU develops technology for people. With our international elite research and study programmes, we are helping to create a better world and to solve the global challenges formulated in the UN's 17 Sustainable Development Goals.
Adresse:
Matematiktorvet
2800 Kgs. Lyngby
