JOB OFFERS

We seek Ph.D. students in Applied Mathematics, Engineering, Physics, and related areas

We seek talented individuals to pursue a Ph.D. as part of the European Doctoral Network IN-DEEP, which focuses on real-time inversion using self-explainable Deep Learning driven by expert knowledge.

 

To apply, please look at the Ph.D. positions below and contact any of the supervisors by sending your CV before June 30th, 2024.

Individual research projects

Announcement_DC1.pdf

Doctoral candidate #1:  


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

  

Supervisors: Dr. David Pardo, University of the Basque Country (UPV/EHU, Spain), Dr. Judit Muñoz-Matute, Basque Center for Applied Mathematics (BCAM, Spain)

  

Salary: The gross salary amounts to €32,098 (estimated) per year, which encompasses a mobility allowance of €600 euro per month. Additionally, eligible individuals may receive a family allowance of €660 per month along with a special needs allowance. 

  

Deadline: APPLICATION DEADLINE EXPIRED.

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 david.pardo@ehu.eus.

  

Women are encouraged to apply!

Announcement_DC2.pdf

Doctoral candidate #2:  


PhD research topic: Mathematically certified deep learning algorithms for inverse problems governed by PDEs. Application to the personalized treatment plans in oncology

  

Host institution: University of Pavia (UniPV),  Italy

PhD Enrolment:  University of Pavia (UniPV),  Italy

  

Supervisors: Dr. Alessandro Reali, University of Pavia (UniPV,  Italy), Dr. Giancarlo Sangalli, University of Pavia (UniPV,  Italy), Dr. Claudio Canuto, Polytechnic Institute of Turin (POLITO, Italy)


Salary: The gross monthly salary is approximately €3,170, leading to an estimated net income of €2,800 per month, which encompasses a mobility allowance of €600. Additionally, eligible individuals may receive a family allowance of €660 per month along with a special needs allowance.

  

Deadline: APPLICATION DEADLINE EXPIRED.

Application: Follow the instructions in the local call available at  http://www-assegni.unipv.it/bandi-dipartimenti-tipo-b/  

For further information please contact: giancarlo.sangalli@unipv.it

Women are encouraged to apply!

Announcement_DC3.pdf

Doctoral candidate #3:  


PhD research topic: Uncertainty-aware deep learning for parametric PDEs modelling tumor growth

  

Host institution: Tecnalia Research & Innovation, Spain

PhD Enrolment: University of the Basque Country (UPV/EHU), Bilbao, Spain

  

Supervisors: Dr. Javier Del Ser (Tecnalia, Spain), Dr. Alessandro Reali, University of Pavia (UniPV,  Italy)


Salary: The gross salary amounts to €28.000 (estimated) per year. The candidate will also receive a mobility allowance of €600 euro per month, and, where applicable, a family allowance of €660 per month and a special needs allowance. 

  

Deadline: APPLICATION DEADLINE EXPIRED.

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 javier.delser@tecnalia.com.


Women are encouraged to apply!

Announcement_DC4.pdf

Doctoral candidate #4:  


PhD research topic: Machine Learning & AI methods for solver acceleration and improvement

  

Host institution: Siemens Digital Industries Software, SISW, Belgium

PhD Enrolment: Katholieke Universiteit Leuven, KUL, Belgium

  

Supervisors:  Dr. Gwendal Jouan, SISW, Belgium, gwendal.jouan@siemens.com, Dr. Bert Pluymers, KU Leuven, Belgium, bert.pluymers@kuleuven.be, Dr. Maciej Paszynski, AGH, Krakow, Poland, maciej.paszynski@agh.edu.pl


Salary: The DC will receive an attractive salary in accordance with the MSCA regulations. The financial package will include: 1) Living allowance yearly gross budget: 40.800€/year (country correction coefficient applies) (Includes salary, employers cost and different benefits), 2) Mobility allowance of €600, 3) Family allowance (€660), if applicable. The exact (net) salary will be confirmed upon appointment and is dependent on local tax, social and health insurance regulations, and the country correction factor. 

  

Deadline: May 17th  2024 at 12:00 a.m. CET

Application:  Please apply through the Siemens website: PhD position: Machine Learning & AI methods for solver acceleration and improvement | Leuven, Vlaams Brabant, Belgium | Siemens


Women are encouraged to apply!

Announcement_DC5.pdf

Doctoral candidate #5:  


PhD research topic:  Adaptive strategies for explainable Deep PDE solvers to speed up the generation of large and significant datasets.


Host institution: Politecnico di Torino (PoliTo,  Italy)

PhD Enrolment: Politecnico di Torino (PoliTo,  Italy)


Supervisors: Dr. Stefano Berrone, Politecnico di Torino (PoliTo,  Italy), Dr. Kristoffer Van der Zee, Dr. University of Nottingham (UoN, UK), Sandra Pieraccini, Politecnico di Torino (PoliTo,  Italy), Dr. Claudio Canuto, Politecnico di Torino (PoliTo,  Italy)


Salary: TThe gross monthly salary is approximately €3,170 (38.040 per year), leading to an estimated net income of €2800 per month (33.600 per year), which encompasses a mobility allowance of €600. Additionally, eligible individuals may receive a family allowance of €660 per month along with a special needs allowance.

  

Deadline: May 31st 2024 at 12:00 a.m. CET

Application: Please send an email with your CV, a motivation letter, the individual project, and the contact information of two referees who can provide letters of recommendation to stefano.berrone@polito.it. For more details, check https://euraxess.ec.europa.eu/jobs/205194.


Women are encouraged to apply!

Announcement_DC6.pdf

Doctoral candidate #6:  


PhD research topic: Physics-aware methods combining traditional solvers and deep learning for infrastructures’ smart health assessment.

  

Host institution: Arts et Métiers Institute of Technology (ENSAM), Paris, France

PhD Enrolment: Arts et Métiers Institute of Technology (ENSAM), Paris, France

  

Supervisors: Dr. Francisco Chinesta, ENSAM, Paris, France, Dr. David Pardo, UPV/EHU, Bilbao, Spain


Salary: The net salary amounts to 2260 € (estimated) per month + 340€/ month of mobility allowance. Where applicable, the candidate will also receive a family allowance per month. 

  

Deadline: APPLICATION DEADLINE EXPIRED.

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 Francisco.Chinesta@ensam.eu 


Women are encouraged to apply!

Announcement_DC7.pdf

Doctoral candidate #7:  


PhD research topic: Leveraging deep PDE solvers with adaptive strategies and Fourier-based loss function. Application in computational biosciences. 

  

Host institution: Basque Center for Applied Mathematics (BCAM), Bilbao, Spain

PhD Enrolment: University of the Basque Country (UPV/EHU), Bilbao, Spain

  

Supervisors: Dr. Judit Muñoz-Matute, BCAM, Spain, Dr. Giancarlo Sangalli, University of Pavia, Italy


Salary: The gross annual salary is 28,000€ (estimated). The candidate will also receive a mobility allowance of 600€ per month, and where applicable, a family allowance of 660€ per month and a special needs allowance. 

  

Deadline: APPLICATION DEADLINE EXPIRED.

Application:  The selected candidate must have applied before the application deadline online at the webpage: https://joboffers.bcamath.org. The candidates that do not fulfill the mandatory requirements will not be evaluated with respect to their scientific profile.

*Note: The document related to the statement of past and proposed future research in the application platform is not required for this call. 


Women are encouraged to apply!

Announcement_DC8.pdf

Doctoral candidate #8:  


PhD research topic: Fast certified graph neural networks for parametric PDEs modelling flow-simulation in porous-fractured geological formations

  

Host institution: AGH University of Krakow (AGH), Krakow, Poland

PhD Enrolment:  AGH University of Krakow (AGH), Krakow, Poland

  

Supervisors: Dr. Maciej Paszynski, AGH University of Krakow, Dr. Sergio Gil López, Tecnalia, Bilbao, Spain.


Salary: Terms and conditions of employment and pay according to the current Law with doctoral network measures under the Program HORIZON-MSCA-2022-DN-01. The gross salary amounts to €28,764 (estimated with all costs) per year. The candidate will also receive a mobility allowance of €600 euro per month, and, where applicable, a family allowance of €495 per month and a special needs allowance. 

  

Deadline: APPLICATION DEADLINE EXPIRED.


Application: Please send an email to joannab@agh.edu.pl with:

- application, CV, personal questionnaire (to be obtained from AGH at your request)

- document confirming the knowledge of the language at the level of at least B-2, in case of lack of documented knowledge of English it will be necessary to take an exam confirming the required level in the Foreign Language Department of AGH

- a copy of diplomas or other certificates confirming qualifications held

- a letter of motivation containing a brief summary of scientific results achieved so far and motivation to work in the IN-DEEP project

- addresses of two persons who, at the request of AGH, agree to send letters of recommendation.


Women are encouraged to apply!

Doctoral candidate #9: 

A deep learning minimal residual framework for damage identification in civil and industrial infrastructures.

Supervisors: 

Kristoffer Van der Zee (UoN, UK)

 Francisco Chinesta (ENSAM, France)