The University of Leuven recruited postdoctoral researchers to use ai/ml to analyze images of solar activity areas and predict flares

Official account , For more AI Field development opportunities

The University of Leuven is recruiting postdoctoral researchers , Direction is utilization AI/ML Analyze the image of solar activity area and predict the flare .

operating duty

• We are committed to developing machine learning technology based on neural network and unsupervised learning

• Use high-resolution solar images produced by partners to describe the characteristics of solar activity areas , And the prediction of solar eruptions

• Select and test a variety of technologies , In particular, the use of variational automatic encoder , And unsupervised techniques such as self-organization charts and Gaussian mixture models

• Play a leading role in this project , And use its professional knowledge to guide the AI/ML Algorithm selection

• Optimize the algorithm , And migrate the script to high-performance computing system

Job requirements

『 technical requirement 』

• Have a strong background in machine learning , Including neural networks 、 Data processing 、manyfold projections And unsupervised learning

• have Python The ability to program

• Familiar with neural network framework （PyTorch, Tensorflow）

• With the use of Python Knowledge of parallel programming （ Or is it ML The parallel framework of , Such as Horovod or PyTorch Lightning）

• Have knowledge in the field of Physics related to space science ： Such as particle physics 、 Plasma physics 、 Space engineering 、 Hydrodynamics

* pluses

• Experience in High Performance Computing

• Experience in Applied Mathematics

• There is solar physics 、 Space plasma physics and / Or experience in space weather

• There are image analysis and Correlation Python Experience with tools

『 Educational requirements 』

• With the background of computer science applied to physics AI/ML Doctor

• perhaps , physics 、 A doctorate in engineering or Mathematics , In machine learning and / Or rich experience in high-performance computing

『 Other requirements 』

• Self-reliance

• Team player

• Excellent written and oral communication skills

• Goal oriented

Through train

Term of office ： a 2 Years of full-time contract , Wages are competitive .（ Based on performance evaluation and available funds , Consider whether the contract is extended ）

Application method ： Click on 「 Read the original 」 Apply online

Closing date ：8 month 31 Japan