PhD Candidate in Hybrid Machine Learning
5 months ago
About the job
For a position as a PhD Candidate, the goal is a completed doctoral education up to an obtained doctoral degree.
This PhD opportunity offers a unique chance to be at the forefront of the transformative field of hybrid modelling, combining the power of machine learning with physics-based approaches. Unexpected high overpressures in the subsurface continue to challenge oil and gas exploration on the Norwegian Continental Shelf, posing risks such as mud loss, kicks, and well loss. This PhD will focus on developing innovative solutions by integrating 3D pressure stochastic simulations with advanced machine learning techniques to enhance pore pressure prediction workflows. By improving the accuracy and robustness of subsurface pressure predictions, this research aims to make drilling operations safer and more cost-effective. As part of the research project “Hybrid Modelling with Machine Learning for Overpressure and Mud Weight Prediction – Big Pressure”, you will contribute to cutting-edge advancements that merge physical science and artificial intelligence.
Your immediate leader is Professor Adil Rasheed.
Duties of the position
• Set up research plans with the help of the supervisor team and conduct them accordingly.
• Take lead in research idea generation and research paper writing
• Establish close cooperation with other researchers within the project
• Comply with the PhD training programme of the faculty
Required selection criteria
You must have a professionally relevant background in mathematics and/or cybernetics, computer science, physics, geology. Your education must correspond to a five-year Norwegian degree program, where 120 credits are obtained at master's level You must have a strong academic background from your previous studies and an average grade from the master's degree program, or equivalent education, which is equal to B or better compared with NTNU's grading scale. If you do not have letter grades from previous studies, you must have an equally good academic basis. If you have a weaker grade background, you may be assessed if you can document that you are particularly suitable for a PhD education. You must meet the requirements for admission to the .The appointment is to be made in accordance with and
Preferred selection criteria
• Machine Learning Experience: Previous experience and practical skills in machine learning.
• Mathematical Proficiency: Knowledge of partial differential equations and numerical methods.
• Programming Skills: Proficiency in Python programming; experience with C++ is a plus.
• Communication Skills: Strong written and oral English communication abilities.
Personal characteristics
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. Be self-motivated, focused, and goal-oriented, be committed and keep deadlines, be flexible, reliable, and solution-orientated, be innovation-driven, enthusiastic, and ambitious. Be scientifically curious and open to new research challenges, demonstrate persistence in addressing technical problems. Good communication and dissemination skills.
We offer
exciting and stimulating tasks in a strong international academic environment an open and with dedicated colleagues favourable terms in the
Salary and conditions
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.
-
PhD Researcher in Hybrid Machine Learning
2 weeks ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe 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 subsurface pressure predictions.Key...
-
PhD Researcher in Hybrid Machine Learning
2 weeks ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe 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...
-
PhD Researcher in Hybrid Machine Learning
1 month ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe 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 project that combines machine learning with physics-based approaches to enhance pore pressure prediction workflows in the oil...
-
PhD Researcher in Hybrid Machine Learning
1 month ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated 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 project that combines machine learning with physics-based approaches to enhance subsurface pressure prediction workflows.The PhD project will...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated and talented PhD candidate to join our research team at the Norwegian University of Science and Technology (NTNU). The successful candidate will work on a project focused on fact-checking and information verification, with a strong emphasis on trustworthy AI and machine learning.Job DescriptionThe PhD candidate...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated PhD candidate to join our research team at the Norwegian University of Science and Technology (NTNU). The successful candidate will work on fact-checking and information verification, with a focus on trustworthy AI and machine learning.Key ResponsibilitiesDesign and experiment with different techniques for...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated and talented PhD candidate to join our research team at the Norwegian University of Science and Technology (NTNU). The successful candidate will be part of a vibrant and international academic environment, working on cutting-edge research projects in the field of artificial intelligence and information...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobThe Norwegian University of Science and Technology (NTNU) is seeking a highly motivated PhD candidate to join our research team in the field of fact checking and information verification. As a PhD candidate, you will work on developing and applying AI techniques to improve the accuracy and reliability of information verification.Key...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated PhD candidate to join our research team at the Norwegian University of Science and Technology (NTNU). The successful candidate will work on a project focused on fact checking and information verification, with a strong emphasis on trustworthy AI and knowledge graphs.Key ResponsibilitiesDesign and experiment with...
-
Trondheim, Norway Norwegian University of Science and Technology Full timeAbout the job For a position as a PhD Candidate, the goal is a completed doctoral education up to an obtained doctoral degree. Fact checking or information verification is the basis for many pressing real-world problems such as fake news detection. False information that spreads very fast as news is a growing problem with serious real-world...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobThe Norwegian University of Science and Technology (NTNU) is seeking a highly motivated and qualified PhD candidate to conduct research on the intersection of artificial intelligence (AI) and higher education. The successful candidate will be part of the University Pedagogy (UNIPED) section and contribute to the development of AI-based...
-
PhD Candidate in Computational Neuroscience
4 weeks ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated and talented PhD candidate to join our research group at the Norwegian University of Science and Technology (NTNU). The successful candidate will work on developing computational models to determine the mechanisms by which ultraslow oscillations in the medial entorhinal cortex (MEC) are generated and organized...
-
PhD Candidate in Higher Education Research
4 weeks ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobThe Norwegian University of Science and Technology (NTNU) is seeking a highly motivated and qualified PhD Candidate to join our research group in university pedagogy. The successful candidate will be part of a dynamic and interdisciplinary team focused on educational processes.Job DescriptionWe are looking for a candidate who can conduct...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobThe Norwegian University of Science and Technology (NTNU) is seeking a highly motivated and qualified PhD Candidate to conduct research on the intersection of artificial intelligence (AI) and higher education. The successful candidate will be part of the University Pedagogy (UNIPED) research group, which focuses on educational processes.Key...
-
PhD Candidate in Building Energy Flexibility
2 weeks ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated PhD candidate to join our research team at the Norwegian University of Science and Technology (NTNU). The successful candidate will work on a project focused on developing and testing a Model Predictive Control (MPC) setup for waterborne heating systems in non-residential buildings.Job DescriptionThe PhD...
-
PhD Candidate in Environmental Humanities and AI
1 month ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobThe Norwegian University of Science and Technology (NTNU) is seeking a highly motivated PhD candidate to join our research group New Technologies and Educational Design (NTED-DIGIT) in the Department of Teacher Education. The successful candidate will contribute to the project "Climate Change, Language Education, and AI" in cooperation with...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated PhD candidate to join our research group at the Norwegian University of Science and Technology (NTNU). The successful candidate will have the opportunity to work on a PhD project focused on sustainable healthcare environments, with a particular emphasis on project management and organizational learning.Key...
-
PhD Candidate in Building Energy Flexibility
4 weeks ago
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated PhD candidate to join our research team at the Norwegian University of Science and Technology (NTNU). The successful candidate will work on a PhD project focused on developing and testing a Model Predictive Control (MPC) setup for waterborne heating systems in non-residential buildings.Job DescriptionThe PhD...
-
PhD Candidate in Sports Engineering
4 months ago
Trondheim, Norway Norwegian University of Science and Technology Full timeAbout the job For a position as a PhD Candidate, the goal is a completed doctoral education up to an obtained doctoral degree. As part of the NRC IPN grant “FramSki – The future of responsible skiing” (FramSki), we have a vacancy for a 3-year PhD position at the Senter for Sports Facility and Sports Technology (SIAT), hosted by the NTNU,...
-
Trondheim, Trøndelag, Norway Norwegian University of Science and Technology Full timeAbout the JobWe are seeking a highly motivated PhD candidate to join our research group at the Norwegian University of Science and Technology (NTNU). The successful candidate will be part of a dynamic team focused on sustainability in healthcare environments.Research FocusThe PhD project will investigate how hospitals in Norway can move towards a more...