Postdoctoral Offer in Physics-Informed Neural Networks (email your CV to: david.pardo@ehu.eus), hiring until Oct. 30th, 2023

We are looking for two postdoctoral fellows to join the group MATHDES at BCAM (Bilbao, Spain). They will work under the supervision of David Pardo on novel techniques for solving Partial Differential Equations using Neural Networks that incorporate expert knowledge from Numerical Analysis (the so-called physics-informed neural networks). 

https://joboffers.bcamath.org/apply/ic2023-09-postdoctoral-fellow-on-physics-informed-neural-networks

https://joboffers.bcamath.org/apply/ic2023-09-postdoctoral-fellow-on-solving-parametric-pdes-using-physics-informed-neural-networks

Predoctoral Offer in Deep Data-Driven Computing (email your CV to: david.pardo@ehu.eus), hiring until Oct. 30th, 2023

Within the groups MATHMODE at UPV/EHU and MATHDES at BCAM (Bilbao, Spain), we are developing novel techniques for solving Partial Differential Equations using Neural Networks that incorporate expert knowledge in Numerical Analysis. The so-called physics-aware neural networks. We offer Ph.D. positions to develop new algorithms, implement them, and apply them to real-life engineering applications.

Examples of previous works developed by the group in the area are:

https://arxiv.org/pdf/2304.01802.pdf

https://arxiv.org/pdf/2211.03627.pdf

https://arxiv.org/abs/2111.00217.pdf

https://arxiv.org/pdf/2005.08868.pdf

Some of the selected candidates will form part of the European Doctoral Network IN-DEEP, which focuses on real-time inversion using self-explainable Deep Learning driven by expert knowledge.

Plazo de aplicación agotado

CALL FOR ONE EARLY STAGE RESEARCHER POSITION (PhD Student)

University of Coimbra opens a call for one Early Stage Reseacher Position (to develop his PhD in Civil Engineering at UC), in the framework of the METAVISION project (reference: Grant Agreement n.º 101072415 — METAVISION — HORIZON-MSCA-2021-DN-01), funded by the European Union through Horizon Europe - MSCA Doctoral Networks programme, call 101072415, in the following conditions:

Scientific area: Civil Engineering;

Work plan/ Objectives: This doctoral project is part of a larger, multidisciplinary and international project METAVISION: “METAmaterials for VIbration and Sound reductION” (Grant Agreement n.º 101072415) funded under the Marie-Sklodowska-Curie Actions Doctoral Networks within the Horizon Europe Programme of the European Commission. The PhD work of the candidate will address one major problem in acoustic performance of building elements, related with specific dynamic phenomena at given frequencies, for which large insulation dips occur greatly reducing their insulation performance. Here, a strategy to incorporate acoustic resonant structures in panels to mitigate critical and resonant frequency effects will be devised, to maximize their performance without increasing their mass. Appropriate manufacturing processes will also be addressed to allow embedding of the resonant structures within the panel, rendering competitive and useful practical solutions. 

The selected candidate will be required to enrol the PhD program in Civil Engineering of the University of Coimbra, in the path of Constructions. The candidate will have to complete a number of compulsory and optional courses in the first semester (a total of 30 ECTS), after which he will develop the research work. The work will be mainly developed at the Department of Civil Engineering of the University of Coimbra, and secondments with the EMPA (Switzerland) and SBB (Switzerland) are expected to occur during the PhD.

Please consult all requirements at https://euraxess.ec.europa.eu/jobs/112565

Application deadline: 14/6/2023

Application by email to: lgodinho@dec.uc.pt

Plazo de aplicación agotado

POST DOCTORAL POSITION ANNOUNCEMENT

(Starting as soon as possible)

Pontificia Universidad Católica de Valparaíso, Chile Requirements:

A highly motivated and enthusiastic candidate with an Ph.D. degree in Mining Engineering, Civil Engineering, mechanical engineering, mathematical science or computer engineering.

Good knowledge of rock mechanics, numerical modeling is essential. Mechanical engineering graduates with knowledge of soil mechanics and numerical modeling will be considered as well. Excellent communication skills, both verbal and written is required. Computer engineer and mathematical scientist with experience in numerical programming are welcome. Having experience in computation and geomaterial modeling will be beneficial.

Application:

To apply please email your academic transcripts, along with your CV, publications in English, and English language certificate (it is optional)to Dr. Amin Hekmatnejad, amin.hekmatnejad@pucv.cl

Applications should be received via email. Shortlisted candidates will be invited for an online interview.

Plazo de aplicación agotado

Postdoctoral offer on Deep Data-Driven Computing at the Basque Center for Applied Mathematics (BCAM), Bilbao, Spain:

http://www.bcamath.org/en/research/job/ic2022-01-postdoctoral-fellowship-in-deep-data-driven-ikur

Deadline: Feb. 28th, 2022

New call of the Breakout Graduate Fellowship Program of the CDC. The 2021 call will be open from February 1 to May 30, 2021. Foe more information, visit this webpage:

https://www.mathunion.org/cdc/scholarships/graduate-scholarships/imu-breakout-graduate-fellowship-program

New call of the Project Support Program of the CDC

The projects should start between November 1, 2021, and October 31, 2022. In cases in which funding is granted, the grants will normally be in the range of 1.500 to 5.000 €. Exact amounts will depend on the mathematical quality and impact and on budget constraints. The call will be open from February 1 to May 30, 2021. For more information, visit this webpage:

https://www.mathunion.org/cdc/grants/project-support-program