PhD in Representation and Active Learning for Multi-Scale Scientific Imaging Forschungszentrum Jülich GmbH in Germany

Fraunhofer Institute for Photonic Microsystems IPMS in Dresden, Germany is advertising a PhD opening in analog and mixed-signal IC design focused on next-generation AI hardware. The project develops highly efficient computation-in-memory (CIM) solutions using novel non-volatile and ferroelectric memory chips, with applications in deep learning, machine learning, and computer vision. The doctoral researcher will work on the design and verification of analog and mixed-signal circuits such as ADC, ...

Forschungszentrum Jülich GmbH is advertising several PhD positions at the Peter Grünberg Institute – Neuromorphic Compute Nodes (PGI-14) in Aachen, Germany . The projects sit at the intersection of brain-inspired computing , neuromorphic hardware , hardware-software co-design , and machine learning . Applicants can indicate interest in one of three research directions: associative memory based computing (including Dense Associative Memories, Modern Hopfield Networks, CAM designs, and experimenta...

Emtiyaz Khan at TU Darmstadt (Germany) is hiring a PhD student through the ELLIS PhD Program . The research topics mentioned include continual learning , distributed learning , federated learning , active learning , and transparent AI . This is a strong fit for students interested in modern machine learning research with an emphasis on learning systems, scalable AI, and trustworthy/transparent methods. Applicants are asked to apply to the ELLIS PhD Program and select Emtiyaz Khan as a potential ...

Application open for a PhD starting in 2027 at the Max Planck ETH Center for Learning Systems (CLS) , a joint academic program between ETH Zurich and the Max Planck Society . The program focuses on artificial intelligence , machine learning , robotics , and learning systems, with research interests spanning AI for Science , AI Safety , Bio-inspired Robotics , Biomechanics , Causal Inference , Computational Biology , Computer Vision , Control Systems , Deep Learning , Human-Computer Interaction ,...

PhD openings are available at the Machine Learning and Simulation Lab (MLS) at the University of Stuttgart with Mathias Niepert . The lab works on machine learning for science and engineering, including generative AI for chemistry , learning to simulate physical systems , and controllable generative models for applications such as image and protein structure generation. Research themes highlighted in the post include building physical and geometric structure into learning systems, improving gene...