Researcher (Postdoc) Deep Learning: The University of Twente is seeking a motivated Researcher (Postdoc) to contribute to a groundbreaking project focused on characterizing the subsurface beneath the Netherlands. This multidisciplinary role involves the integration of geophysical data with deep learning techniques to develop innovative approaches for subsurface characterization. The successful candidate will collaborate with leading researchers and institutions, contributing to the advancement of geophysics and computational geodynamics.
Researcher (Postdoc) Deep Learning for Geophysical Observables Extraction and Inversion: Toward Characterizing the Dutch Subsurface
Designation:
Researcher (Postdoc)
| HOURS | 40 hr. |
|---|---|
| SALARY INDICATION | € 3,720 – € 5,090 gross/monthly (based on full-time) |
| DEADLINE | April 30, 2024 |
Research Area:
Geophysics, Deep Learning, Earth Sciences
Location:
University of Twente, Netherlands
Eligibility/Qualification:
- PhD in seismology, geophysics, deep learning related to Earth sciences, computer science, physics, applied mathematics, or a related field
- Proficiency in spoken and written English
- Interest in geophysical datasets and computer programming (Python, MATLAB, C, and/or Fortran)
- Curiosity in Numerical Methods for Partial Differential Equations, big data management, and supercomputing facilities
- Experience with machine-learning frameworks (e.g., PyTorch, TensorFlow, JAX) and familiarity with geochemistry, inverse theory, and/or thermodynamics is desirable
- Strong conceptual, communication, problem-solving, and organizational skills
Job Description:
The Researcher will lead a project focused on developing novel methods for subsurface characterization by integrating geophysical data with deep learning techniques. Responsibilities include data extraction, development of deep learning models, collaboration with research partners, and dissemination of results through publications and presentations. The role offers the opportunity to work in a dynamic research environment and contribute to cutting-edge advancements in geophysics and computational geodynamics.
How to Apply:
Interested candidates should submit their application before May 1, 2024, including a motivation letter, detailed CV, academic transcripts, and references. Incomplete applications will not be considered. Short-listed candidates will be invited for interviews in May 2024, with a preferred starting date between July 1st and October 1st, 2024.
For more information and to apply, contact Dr. Islam Fadel (i.e.a.m.fadel@utwente.nl) or Dr. Juan Carlos Afonso (j.c.afonso@utwente.nl), or visit our homepage.
