Ph.D. position at the University of the Basque Country (UPV/EHU, Spain) for the IN-DEEP European Doctoral Network Real-time inversion using self-explainable Deep Learning driven by expert knowledge
15 Feb 2024
Job Information
- Organisation/Company
Universidad del País Vasco (UPV-EHU)- Department
Mathematics- Research Field
Mathematics » Computational mathematics
Engineering » Simulation engineering- Researcher Profile
First Stage Researcher (R1)- Country
Spain- Application Deadline
20 Mar 2024 - 23:59 (Europe/Madrid)- Type of Contract
Temporary- Job Status
Full-time- Hours Per Week
40- Offer Starting Date
1 Apr 2024- Is the job funded through the EU Research Framework Programme?
HE / MSCA- Reference Number
DC1- Marie Curie Grant Agreement Number
101119556- Is the Job related to staff position within a Research Infrastructure?
No
Offer Description
Reference number: DC1
PhD research topic: Optimized explainable deep learning algorithms for inverse problems. Applications in geophysics.
Host institution: University of the Basque Country (UPV/EHU), Bilbao, Spain
PhD Enrolment: University of the Basque Country (UPV/EHU), Bilbao, Spain
Main Supervisor: Dr. David Pardo, University of the Basque Country, [email protected]
Co-supervisor: Dr. Judit Muñoz-Matute, Basque Center for Applied Mathematics, Spain, [email protected]
Scientific tasks:
For more information on the IN-DEEP Doctoral Network, please visit https://www.in-deep.science
Expected outcomes:
Eligibility Criteria:
- Mobility: At the time of recruitment, the researcher must not have resided or carried out his/her main activity (work, studies, etc.) in Spain for more than 12 months in the 36 months immediately before the recruitment date. Time spent as part of a procedure for obtaining refugee status under the Geneva Convention or compulsory national service are not taken into account.
- The candidate must be at the date of recruitment a doctoral candidate (i.e. not already in possession of doctoral degree). Researchers who have successfully defended their doctoral thesis but who have not yet formally been awarded the doctoral degree will not be considered eligible.
- The candidate must agree to work exclusively for the action.
Specific requirements:
- Bachelor's degree in Science, Engineering, or any other related fields
- Studies that grant access to a Ph.D. Program by September 1st , 2024.
- Programming skills: Previous experience programming in scientific computing.
- Language: Excellent command of English, together with good academic writing and presentation skills.
Preferred skills:
- Familiar with neural networks and deep learning algorithms
- Experience with numerical methods for partial differential equations
- Able to work independently and flexibly, taking initiative where required
- Able to communicate and collaborate effectively in a team setting
Contract:Full-time contract
Duration:36 months, including 2 secondments at other consortium members’ premises
Estimated starting date: September 1st , 2024 at the latest
Salary: The gross salary amounts to €32,098 (estimated) per year, which encompasses a mobility allowance of €600. Where applicable, the candidate will also receive a family allowance of €660 per month and a special needs allowance.
Evaluation criteria:
- Step 1:
- Academic performance during the undergraduate studies - 30 points
- Research experience in the area of the call, including publications, projects, and internships - 30 points
- Awards, honors, other significant roles and achievements as a student - 10 points
- Additional coursework, certifications, training programs, continuous learning - 5 points
- Step 2: Only for those scoring 50 or above in step 1:
- Interview to assess communication skills, initiative, critical thinking, and motivation to pursue a PhD. - 15 points.
- Letters of recommendation - 10 points
In case of candidates achieving equal scores, priority will be given to female applicants.
Deadline:March 20th , 2024
Application: Please send an email with your CV, a letter of interest (up to one page), and the contact information of two referees who can provide letters of recommendation to [email protected] .
Women are encouraged to apply!
Requirements
- Research Field
- Mathematics » Applied mathematics
- Education Level
- Master Degree or equivalent
Skills/Qualifications
Preferred skills:
- Familiar with neural networks and deep learning algorithms
- Experience with numerical methods for partial differential equations
- Able to work independently and flexibly, taking initiative where required
- Able to communicate and collaborate effectively in a team setting
Specific Requirements
Specific requirements:
- Bachelor's degree in Science, Engineering, or any other related fields
- Studies that grant access to a Ph.D. Program by September 1st , 2024.
- Programming skills: Previous experience programming in scientific computing.
- Language: Excellent command of English, together with good academic writing and presentation skills.
- Languages
- ENGLISH
- Level
- Good
Additional Information
Benefits
Salary: The gross salary amounts to €32,098 (estimated) per year, which encompasses a mobility allowance of €600. Where applicable, the candidate will also receive a family allowance of €660 per month and a special needs allowance.
Eligibility criteria
- Mobility: At the time of recruitment, the researcher must not have resided or carried out his/her main activity (work, studies, etc.) in Spain for more than 12 months in the 36 months immediately before the recruitment date. Time spent as part of a procedure for obtaining refugee status under the Geneva Convention or compulsory national service are not taken into account.
- The candidate must be at the date of recruitment a doctoral candidate (i.e. not already in possession of doctoral degree). Researchers who have successfully defended their doctoral thesis but who have not yet formally been awarded the doctoral degree will not be considered eligible.
- The candidate must agree to work exclusively for the action.
Selection process
Evaluation criteria:
- Step 1:
- Academic performance during the undergraduate studies - 30 points
- Research experience in the area of the call, including publications, projects, and internships - 30 points
- Awards, honors, other significant roles and achievements as a student - 10 points
- Additional coursework, certifications, training programs, continuous learning - 5 points
- Step 2: Only for those scoring 50 or above in step 1:
- Interview to assess communication skills, initiative, critical thinking, and motivation to pursue a PhD. - 15 points.
- Letters of recommendation - 10 points
In case of candidates achieving equal scores, priority will be given to female applicants.
- Website for additional job details
https://www.in-deep.science/
Work Location(s)
- Number of offers available
- 1
- Company/Institute
- Universidad del País Vasco (UPV/EHU)
- Country
- Spain
- State/Province
- Bizkaia
- City
- Leioa
- Postal Code
- 48940
- Street
- Barrio Sarriena S/N
Where to apply
[email protected]
Contact
- State/Province
Bizkaia- City
Leioa- Website
https://www.in-deep.science/- Street
Barrio Sarriena S/N- Postal Code
48940
[email protected]- Phone
+34697373668
STATUS: EXPIRED
Similar Positions
-
Imaging Specialist , Centre for Genomic Regulation, Spain, about 21 hours ago
The Institute The Centre for Genomic Regulation (CRG) is an international biomedical research institute of excellence, based in Barcelona, Spain, with more than 400 scientists from 44 countries. T...
-
Esa Ethics Ombudsperson , European Space Agency, Netherlands, 13 days ago
Owing to the advisory and demand-led nature of the role, the ESA Ethics Ombudsperson role will be governed by ESA's arrangements for expert and consultancy contracts, with the remuneration based o...
-
Ux/Ui Designer, Centre for Genomic Regulation, Spain, about 21 hours ago
The Institute The Centre for Genomic Regulation (CRG) is an international biomedical research institute of excellence, based in Barcelona, Spain, with more than 400 scientists from 44 countries. T...
-
Iride Service 8 Validation Coordinator , European Space Agency, Netherlands, about 7 hours ago
Vacancy in the Directorate of Earth Observation Programmes. ESA is an equal opportunity employer, committed to achieving diversity within the workforce and creating an inclusive working environmen...
-
Eutopia Policy Officer, Vrije Universiteit Brussel, Belgium, 1 day ago
Is this the job you’ve been dreaming of? Apply before the 29th of April . Send us your CV, letter of motivation and the highest degree you’ve attained. Your application will undergo various steps ...
-
Adjunct Faculty Biomedical Engineering, Saint Louis University, United States, 1 day ago
Who is Saint Louis University? Founded in 1818, Saint Louis University is one of the nation’s oldest and most prestigious Catholic universities. SLU, which also has a campus in Madrid, Spain, is r...