Two-Year Postdoc in Geometric Deep Learning

Euro Math Soc; Umeå kommun; On-site; SEK 675,000 - 825,000; Full time

Job summary

Euro Math Soc at Umeå University is offering a 2-year postdoctoral scholarship in geometric deep learning, focusing on developing advanced anomaly detection models using neural ordinary differential equations. The position involves close collaboration with experts in mathematics and physics, providing an opportunity for impactful research. The scholarship is tax-free with a stipend of 750,000 SEK over two years, and Umeå offers a vibrant and student-friendly living environment.

Qualifications

• Experience with geometric deep learning and neural ordinary differential equations (NODEs).
• Familiarity with differential geometry and particle physics.
• Strong background in machine learning and numerical methods.

Responsibilities

• Develop flow-based autoencoders for anomaly detection.
• Collaborate with experts in differential geometry and particle physics.
• Conduct research at the intersection of mathematics, physics, and computer science.

Education

PhD in Mathematics, Computer Science, or a related field

Job description

Euro Math Soc at Umeå University is offering a 2-year postdoctoral scholarship in geometric deep learning, focusing on developing advanced anomaly detection models using neural ordinary differential equations. The position involves close collaboration with experts in mathematics and physics, providing an opportunity for impactful research. The scholarship is tax-free with a stipend of 750,000 SEK over two years, and Umeå offers a vibrant and student-friendly living environment.