PhD Researcher in Hybrid Machine Learning
4 weeks ago
We are seeking a highly motivated and talented PhD candidate to join our research team at the Norwegian University of Science and Technology. The successful candidate will have the opportunity to work on a cutting-edge research project that combines machine learning with physics-based approaches to enhance pore pressure prediction workflows in the oil and gas industry.
Key Responsibilities- Conduct research on hybrid modelling and machine learning techniques for subsurface pressure prediction
- Develop innovative solutions to improve the accuracy and robustness of subsurface pressure predictions
- Collaborate with other researchers within the project and contribute to the development of new research ideas
- Participate in the PhD training programme of the faculty and comply with the PhD training programme of the faculty
- Master's degree in mathematics and/or cybernetics, computer science, physics, geology, or a related field
- Strong academic background and average grade from the master's degree program, or equivalent education, which is equal to B or better compared with NTNU's grading scale
- Previous experience and practical skills in machine learning, mathematical proficiency, and programming skills in Python and C++
- Strong written and oral English communication abilities
- Machine learning experience and practical skills
- Mathematical proficiency and knowledge of partial differential equations and numerical methods
- Programming skills in Python and C++
- Strong written and oral English communication abilities
- Ability to work independently as well as in cross-disciplinary teams
- Ability to interact and collaborate with actors in academia, public sector, and industry
- Ability to thrive and contribute to the work environment
- Self-motivated, focused, and goal-oriented, committed and reliable, flexible and solution-orientated, innovation-driven, enthusiastic, and ambitious
- Scientifically curious and open to new research challenges, persistence in addressing technical problems
- Good communication and dissemination skills
- Exciting and stimulating tasks in a strong international academic environment
- An open and with dedicated colleagues
- Favourable terms in the
As a PhD candidate (code 1017) you are normally paid from gross NOK 532 200 per annum before tax, depending on qualifications and seniority. From the salary, 2% is deducted as a contribution to the Norwegian Public Service Pension Fund.
The period of employment is 3 years. Appointment to a PhD position requires that you are admitted to the PhD programme in within three months of employment, and that you participate in an organized PhD programme during the employment period.
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