Phd Positions in Scientific Machine Learning for

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 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 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 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 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...

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...

Two (2) PhD Positions on Algorithms for Formal AI Verification and Explainability- 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 verifying...

Postdoc Position 3D Representation for Controlling Composite Fabrication Process- - 3D Representation for Controlling Composite Fabrication Process_ Job description We are looking for a passionate Postdoctoral researcher to join our team and contribute to a cutting-edge project at the intersection of 3D Computer Vision, Composite Fabrication and Aerospace...

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 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...

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 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 Physics-Based and Experimental Data-Driven Cardiovascular Disease Modeling- **_Drive forward the field of in silico medicine by leveraging physics-based and experimental data-driven techniques to improve our understanding of the ageing cardiovascular system._** Job description Cardiovascular disease remains a leading cause of morbidity and...

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 Sequential Decision Making- Job description **Requirements**: - Hold a master's degree in computer science, mathematics, physics, or a related discipline. - Demonstrate eagerness to tackle complex mathematical challenges. - Have proficiency in both written and spoken English. - Knowledge of machine learning, statistics and...

PhD Position Validating Automatically Generated Code- - Make the code generated by AI more robust: Exploring the techniques for validating the automatically generated code._ Job description AI-powered coding tools are set to revolutionize how we develop software. These AI tools are based on machine learning (ML) models trained on massive collections of...

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 Multivariate Dependence Modelling and Statistical Machine Learning Algorithms for Patient Risk Profiling- Do you love exploring new ideas and want to positively impact healthcare by developing new mathematical methods? We're seeking a motivated person to join us as a PhD researcher in our group. Job description The project will be...