PhD in Scientific Machine Learning and Scientific Foundation Models Delft University of Technology in Netherlands

TU Delft is advertising a 2-year postdoctoral researcher position on monitoring thermally induced seismic events in the context of geothermal energy extraction . The project focuses on understanding when reservoir cooling in sedimentary geothermal projects can lead to significant seismic activity, combining laboratory experiments , geophysical field monitoring , and numerical reservoir modelling . The postdoc will work on centroid-moment tensor inversions for small induced events, first in the G...

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...

Centrum Wiskunde & Informatica (CWI), the Dutch national research institute for mathematics and computer science, is offering a PhD position in the Computational Imaging group on Inverse Problems for Wave-Based Imaging . The project sits at the intersection of applied mathematics, scientific computing, and imaging science, with applications that include geophysics, medical ultrasound, seismic imaging, and non-destructive testing. The research addresses large-scale nonlinear inverse problems gove...

Utrecht University is recruiting a PhD researcher for a project on process-informed machine learning for global soil mapping . The position sits at the intersection of AI, machine learning, transformers, Bayesian methods, GeoAI, environmental data, and geosciences , with a strong quantitative and computational focus. The project is especially relevant for applicants interested in using modern neural methods for real-world Earth and environmental problems rather than generic AI applications. The ...

University of Tartu is seeking a postdoc in climate science for the ERC-funded CloudTracker project, led by Professor Velle Toll . The research focuses on aerosol-cloud interactions , including aerosol-polluted cloud tracks, cloud responses to aerosols, and the role of aerosols as cloud condensation nuclei and ice nuclei. The postdoctoral researcher will work on satellite-based cloud retrievals, aerosol dispersion modelling with HYSPLIT , and prediction of unobserved counterfactual unpolluted cl...