Postdoc: Symmetries and their Breaking in Deep Learning University of Amsterdam in Netherlands

The University of Amsterdam’s Amsterdam Machine Learning Lab (AMLab) is recruiting a postdoctoral researcher for a two-year project on symmetries and their breaking in deep learning , supported by a Simons Foundation grant. The project investigates how complex capabilities emerge from simple neural-network components and aims to use mathematically principled insights to design more robust, efficient, controllable, and scientifically useful machine-learning systems. Working with Associate Profess...

The University of Amsterdam’s Faculty of Science is recruiting multiple PhD candidates for a project on symmetries and their breaking in deep learning , supported by a Simons Foundation grant. The positions are based in the Amsterdam Machine Learning Lab (AMLab), in a new research group led by Associate Professor Nabil Iqbal at the intersection of deep learning and physics. The project seeks mathematically principled explanations for how modern neural networks develop complex capabilities from s...

Leiden University is advertising a fully funded PhD position in Machine Learning and Quantum Systems within the Interpretable Machines for Physics Group at LIACS, Faculty of Science . The project focuses on interpretable, reliable, and scalable machine learning for quantum many-body physics and quantum systems . This is a strong fit for applicants interested in the intersection of computer science , physics , and machine learning , especially those with an interest in deep learning methods appli...

The postdoctoral associate will join the research group of Prof. Vito Scarola at Virginia Tech in Blacksburg, Virginia. The project focuses on the construction and optimization of measurement-based quantum computing protocols for the quantum simulation of quantum many-body models . The role sits within a vibrant research environment and is centered on theoretical work in quantum information and quantum simulation. The successful candidate will work on developing protocols, analyzing their perfor...

Javad Taghipour, Senior Lecturer in Mechanical Engineering at the Dyson Institute, says a fully funded PhD position will be advertised soon. The project sits at the intersection of physics-informed machine learning , nonlinear model identification , and structural dynamics . This is a strong fit for candidates interested in advanced engineering research that blends mechanics, data-driven modeling, and computational methods. The post does not yet include the official advert, eligibility criteria,...