Phd Position Explainable Reinforcement Learning for

PhD Position Explainable Decision Support for Urban Climate Extremes- Job description Increasing heat stress and environmental degradation affect urban lives and livelihoods across Europe and globally. Environmental injustice and climate change often affect the poorest, and extreme weather patterns cause billions of losses. While digital twins offer the...

**PhD Positions in Scientific Machine Learning for Extreme Fluid Dynamics**: **Job description**: Climate change and the race to decarbonize our society is making extreme events in fluids more prevalent. These are rare events where the flow suddenly takes extreme states far from its normal state. Among these, one can cite extreme atmospheric events leading...

PhD Position Safe Learning for Interconnected Systems- Job description The successful applicants will work on algorithms and techniques to make Safe Learning (SL) for Large Interconnected Systems a reality. This is a unique opportunity to develop and test new AI techniques for complex interconnected systems, such as those in future (6G and beyond)...

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 Physics-informed Learning and Layered Control Architectures for High-tech Greenhouses**: **Job description**: High-tech greenhouses play a crucial role in ensuring sustainable, affordable, and reliable local food production. The construction and operation of high-tech greenhouses is therefore expected to grow significantly over the next...

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 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 AI/ML Algorithms for Next Generation Transportation Systems**: **_Are you curious how AI and ML can revolutionize the design of next-generation transportation systems?_**: **Job description** Do you aspire to conduct groundbreaking AI/ML research while collaborating closely with Amazon Science Teams? Join us and make a real-world...

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 Technology for Electrochemical Membrane Processes**: - How to make conversion of CO2 into sustainable chemicals a reality?The energy transition impacts all energy- Faculteit/Servicecenter: - Salaris range: €2872 - €3670- Uren per week: 32-40- FTE: 0,8-1,0- Solliciteren kan tot en met: 4 Jan 2025- ID vacature: 1304

**PhD Position Machine Learning for Radar-Based Advanced Driving Assistance Systems (ADAS)**: **Job desrcription** This groundbreaking project comprises four PhD positions, led by experts in radar technology, machine learning, and automotive engineering. In the proposed project we have the following objectives: - To design new machine learning (ML) suites...

**PhD Position - Artificial Intelligence for Reuse in the Built Environment**: **Take on the challenge of AI-driven design innovation by developing advanced computational methods to integrate reclaimed structural components into sustainable building solutions.** **Job description** The waste from building demolition presents a significant societal, economic...

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...

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 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 Enhancing Plant Resilience through Biologically-Inspired Machine Learning- 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 The project is part of the Crop-XR program, a highly collaborative 10-year national initiative of...

**PhD Position Foundation Models for Autonomous Vehicle Perception**: **Job description**: Autonomous vehicles have been shown to underperform when deployed on conditions that differ substantially from the training conditions, so-called domain gaps. These domain gaps can include deployment in different regions, weather or using different sensors. Numerous...

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...

Two (2) PhD Positions on Algorithms for Formal AI Verification and Explainability- Teaser Do you want to make an impact in algorithms that formally guarantee reliability of AI in deployment? When deploying AI, the real world is often different from simulations. To make AI more rigorous, we are looking for two PhD researchers to work on novel methods for...