Phd Position Safe Learning for Interconnected

Job DescriptionPhD Position Safe Learning for Interconnected SystemsWe are seeking a highly motivated PhD researcher to work on developing algorithms and techniques for Safe Learning (SL) in Large Interconnected Systems. This is a unique opportunity to contribute to the development of the next generation of AI tools that are safe, robust, and prompt in...

PhD Position Explainable Reinforcement Learning for Maintenance Planning under Uncertainty- Improve safety in aviation by developing explainable AI systems that optimize maintenance planning under uncertainty. Job description The goal of this PhD is to harness the power of Reinforcement Learning (RL) to enhance air transport planning under uncertainty. It...

PhD Position Stochastic Safe Envelope Prediction of Damaged Drones- **_In this ERC Consolidator Grant project a new paradigm called Artificial Physical Awareness will be developed that aims to improve the efficiency and safety of autonomous robots after system failures._** Job description This PhD project is conducted within the ERC Consolidator Grant...

Job Description TU Delft is seeking a highly motivated PhD candidate to work on a project focused on scalable graph learning. The project aims to identify the trade-offs between combinatorial and neural-network-based approaches in the Graph ML space. The successful candidate will have the opportunity to contribute to the development of novel graph learning...

Job DescriptionPhD Position in mmWave Radar and Machine Learning for Privacy-Aware Monitoring SystemsWe are seeking a highly motivated PhD researcher to join our team at TU Delft to work on a PhD project that focuses on designing privacy-preserving monitoring systems using mmWave radars and machine learning. The project aims to develop a system that monitors...

PhD Position Systems Science for Sustainable Safety- Job description At the Institute for Health Systems Science (IHSS) at the faculty of Technology, Policy and Management (TPM), a PhD position will become available dedicated to responsibility in healthcare systems in relation to safe care. The IHSS is a recently established TPM initiative that has a...

PhD Position in Systems Science for Sustainable SafetyWe are seeking a skilled PhD candidate to optimize professional and organizational responsibility for safer care.The Institute for Health Systems Science (IHSS) at the faculty of Technology, Policy and Management (TPM) is a recently established initiative that has a mission to explore and promote systems...

PhD Position Data-Efficient Machine Learning for Context-Sensitive Affective Computing- **_Challenge: Explore context-sensitivity of affect detection and data-efficient algorithms addresssing it._** **_ Impact: Increased performance and robustness in real-world settings (e.g. healthcare)._** Job description We seek a PhD student interested in working with...

PhD Decentralised Machine Learning 36-40 hours per week Challenge : Developing and building a fully decentralised video search engine.Change : Eliminating the need for servers when developing machine learning.Impact : Safe machine learning benefiting billions of users.Job description Billions of mobile devices mean unprecedented computing power and a surge...

PhD Position Effective Metadata Management for Data-Driven Plant Resilience Enhancement- **_Join us in advancing the frontier of plant sciences and making a tangible impact on agricultural resilience through the power of machine learning!_** Job description This exciting opportunity will involve analyzing the research gaps for establishing effective...

PhD Position Scalable Graph Learning- Job description A key objective of this project is to identify the trade-offs between combinatorial and neural-network-based approaches in the Graph ML space. We aim to combine and unify combinatorial algorithms and GNNs based on linear-algebra-based primitives, and achieve more efficient and scalable solutions. Our...

PhD Position Bio-inspired Safe Envelope Sensing and Upset Recovery- **_In this ERC Consolidator Grant project a new paradigm called Artificial Physical Awareness will be developed that aims to improve the efficiency and safety of autonomous robots after system failures._** Job description This PhD project is conducted within the ERC Consolidator Grant...

PhD Position Application of Machine Learning to Wind Resource Assessment- Job description This PhD is part of the EU MSCA Doctoral Network TWEED whose overarching objective is to train the next generation of excellent researchers, equipped with a full set of technical and complementary skills, to develop high-impact careers in wind energy...

PhD position Machine learning for Human Behaviors in Negotiations and Deliberations- Job description Negotiations and deliberations involve understanding and managing interpersonal dynamics, relationships, motivations, and navigating conflicts. While there has been much existing research in building negotiating agents, there remains a gap to integrate...

PhD Position Predictive Aircraft Maintenance- **_Challenge: Predict the minimum failure time of aircraft components_** **_ Change: Use both classical data science methods and machine learning_** **_ Impact: Safe and more efficient aircraft maintenance_** Job description Imagine you are going on holidays: You take the train to the airport and enjoy a...

Negotiations and Deliberations Research OpportunityNegotiations and deliberations involve understanding and managing interpersonal dynamics, relationships, motivations, and navigating conflicts. While there has been much existing research in building negotiating agents, there remains a gap to integrate situated understanding of human behaviors and how these...

PhD Position Exploiting mmWave Radars and Machine Learning to Design Privacy-Aware Monitoring Systems- PhD position on Embedded Systems & Machine Learning. Job description Your research goal will be to create a system that monitors a given area but in a privacy-preserving manner (without using cameras). Monitoring is central to the efficient and safe...

In this ERC Consolidator Grant project a new paradigm called Artificial Physical Awareness will be developed that aims to improve the efficiency and safety of autonomous robots after system failures. Job description This PhD project is conducted within the ERC Consolidator Grant project "ARCS" in which you will collaborate with an international team of...

PhD Position Turbulent Distortion Study for Interaction Noise Prediction- **_ERC Consolidator MORASINA_** Job description Turbulence distortion analysis of a rotor interacting with lifting surface **Requirements**: - good analytical skills and a strong interest in performing experiments is required. - a solid knowledge of signal processing and...

PhD Position Physics-Aware Foundation Models for Climate Research- Job description This PhD project will address the following fundamental challenges on how to achieve this for practical large-scale systems.: - Developing a large-scale physically consistent FM: You will integrate atmosphere, surface, and subsurface earth observations to develop FMs for...