PhD position in Deep Learning for Geophysics at Curtin University

[VladAus]

We are offering an exciting PhD opportunity for outstanding candidates to work in deep learning for geosciences at Curtin University (Australia). Deep learning methods have established their great potential in various areas including computer vision, speech recognition, robotics, autonomous vehicles, and many others. When applied to geophysical data, these techniques have the potential to completely transform various tasks in data processing, imaging, and interpretation. This project will explore the latest developments in deep learning and data analytics for large-scale geophysical inversion with applications in oil-and-gas and mineral exploration.

Candidates with a background in Math/Eng/Phys/CS or Geophysics with strong computational skills are encouraged to apply. Applicants must hold a Master’s or first class Honours degree in Science or Engineering or equivalent, have an excellent academic track record, and meet the University admission criteria. Additional criteria are the following:

• Relevant experience in deep learning frameworks, C++/Python, parallel computing or data analysis is an advantage.
• Familiarity with geophysical modelling and inversion is a plus.
• Good written and oral English language skills; experience with scientific publication is beneficial.

Prospective candidates should contact vladimir.puzyrev[at]curtin.edu.au for further information. The applicants should provide a CV, academic transcript, personal statement, explaining why they are interested in the PhD project, and contact details of two referees.

Curtin University is ranked in the top 1% universities worldwide (ARWU 2018 and QS World University Rankings 2019) and holds 2nd place in the world for Mineral and Mining Engineering (QS World University Rankings by Subject). Perth is consistently ranked as one of the top 10 most liveable cities in the world and has a large concentration of global oil-and-gas and mineral companies. Curtin Centre for Oil and Gas Innovation (COGIC) brings Curtin University’s multidisciplinary research and development expertise to the industry’s technology challenges.