PhD in Physics-Informed Machine Learning for Semiconductor Metrology ARCNL in Netherlands

PhD opportunity in Computational Imaging and Scientific Software Engineering at the Technical University of Munich (Chair of Biological Imaging) in collaboration with the Institute of Biological and Medical Imaging at Helmholtz Munich. The project focuses on building a modern, open, and extensible software ecosystem for optoacoustic image reconstruction and analysis, turning research algorithms into robust tools, and exploring AI-assisted and agentic workflows for scientific imaging. The role si...

PhD opportunity at Centrum Wiskunde & Informatica (CWI), Amsterdam in inverse problems for wave-based imaging , with a strong emphasis on mathematics , partial differential equations , numerical methods , and scientific computing . The project sits in the Computational Imaging group at CWI and focuses on developing a new mathematical and computational framework for imaging from wave measurements. The research combines PDE-based modelling with data-driven reduced-order modelling to improve robust...

PhD opening at Eindhoven University of Technology (TU/e) in the Department of Electrical Engineering , working in BIASlab on AI methods for quantum information science . The project focuses on the boundary between machine learning and quantum computation , with an emphasis on making quantum devices more robust and reliable under real-world noise conditions. The research environment is supervised by Dr. Ivana Nikoloska , who is affiliated with the Casimir Institute . Ideal candidates have a Maste...

PhD opportunity at Eindhoven University of Technology (TU/e) in the Information and Communication Theory Lab (ICT Lab) within the EU-funded QuNEST Doctoral Network. This project focuses on Forward Error Correction (FEC) for optical quantum-secured networks. The research will cover the design and analysis of advanced coding schemes for high-throughput optical communication systems, including established families such as LDPC, polar, and spatially-coupled codes, as well as the possibility of devel...

Tu/e is offering a PhD position in robust multi-criteria optical design under uncertainty within the Computational Illumination Optics group in the Department of Mathematics and Computer Science, part of CASA (Centre for Applied Analysis, Scientific Computing and Applications). The project sits at the interface of applied mathematics, numerical optimization, optical design, and uncertainty quantification. The research aims to develop mathematical models and numerical algorithms that incorporate ...