El Departamento de Ingeniería Mecánica y Materiales de la Escuela de Ingeniería de la Universidad de Navarra (Tecnun) busca un candidato para realizar una tesis doctoral centrada en explorar la utilización de la computación cuántica para la resolución de algoritmos de Machine Learning presentes en el sector ferroviario.
En un primer momento se quiere realizar un análisis de las aplicaciones/algoritmos más relevantes (quantum machine learning, optimización,…) y del impacto que la tecnología cuántica pueda tener en el grupo CAF, de acuerdo con sus necesidades actuales y futuras.
En segundo lugar, se escogerá como ámbito de utilización el Quantum Machine Learning por su relación con estudios de redes neuronales que actualmente se están llevando a cabo en el marco de otra tesis doctoral. Se trabajará en la transformación del problema industrial real actual al marco de los ordenadores quánticos y su posterior resolución. Es de esperar que para realizar este ejemplo el problema tenga que ser simplificado, pero permitirá establecer requerimientos para su futura utilización.
The Department of Mechanical Engineering and Materials of the School Engineering of the University of Navarra (Tecnun) is looking for a candidate to carry out a doctoral thesis focused on exploring the use of quantum computing for the resolution of Machine Learning algorithms present in the railway sector.
First, an analysis of the most relevant applications/algorithms (quantum machine learning, optimization,...) and the impact that quantum technology can have on the CAF group, according to its current and future needs, will be carried out.
Secondly, Quantum Machine Learning will be chosen as a field of application because of its relation with neural network studies that are currently being carried out in the framework of another PhD. The candidate will work on the transformation of the current real industrial problem to the framework of quantum computers and its subsequent resolution. It is expected that in order to realize this example the problem will have to be simplified, but it will allow to establish requirements for its future use.
La tesis doctoral se realizará en estrecha colaboración con CAF I+D.
Se ofrece:
What we offer:
During the completion of the thesis the candidate will receive and acquire training in:
General aspects of Quantum Computing and, more specifically, Quantum Machine Learning.Turbulence modeling
Use of different types of neural networks for solving engineering problems.
Within the framework of the project "Hybrid silicon Sub-THz Low Noise Amplifiers with self-healing capabilities for 6G wireless communication" we are looking for a Ph Student to develop the following aspects:
What you will do
To strengthen our design team, this vacancy is looking for a strong research profile on RF analog and mixed-signal circuit design for next generation of 6G wireless communication systems at the G Band. To realize compact, low-power, high-performance mmW transceivers extensive co-design of EM passive structures together with active circuits has become a necessity. Furthermore, new self-healing techniques will be developed to make robust designs against process variations, aging, etc. critical at mmW frequencies.
What we do for you
We offer a fully funded PhD position for full-time research in a highly international, renowned and friendly working environment, with a market appropriate salary at University of Navarra. As a researcher you will publish and present your research results at major international conferences and in scientific journals in order to pursue your PhD degree and you will receive the possibility to follow various advanced training courses in Spain or abroad. Typical research projects in the Design group involve multiple researchers with different specialties working as a team. Hence, a good team spirit, a good knowledge of English and effective communication skills (such as presenting and reporting) are of major importance for a successful collaboration.
Join the Department of Electrical and Electronic Engineering of TECNUN.
About the position:
A fully funded PhD position is available at the Tecnun School of Engineering, University of Navarra, San Sebastián, Spain. The selected candidate will join the Wireless Instrument Group (WIN) at the Department of Electrical and Electronic Engineering.
We are seeking a candidate with a strong research background to contribute to the development of service-aware 6G communication and computing technologies for Critical Cyber-Physical Systems (CCPS), including applications such as industrial automation and smart grids. To address the diverse and stringent requirements of CCPS, integrated 6G communication and computing schemes with service-aware characteristics should be developed, focusing on end-to-end system performance against key performance indicators.
The selected candidate will work on the following key tasks:
Tecnun, the Engineering School of the University of Navarra, offers a 3-year doctoral contract at the Technological Campus in San Sebastián (Spain).
We provide an excellent, international, and multidisciplinary research environment with state-of-the-art facilities.
Opportunities to visit world-reputed universities, research institutes, and industrial partners in and out of Spain.
Training:
- Hands-on training in developing and running experimental testbeds
- Training in advanced research methodologies in 6G communication & computing
- Guidance in publishing and presenting in top-tiered journals and conferences
The expected start time is Fall 2025.
Inquires on the position can be directed via email to: Yuemin Ding (yueminding@tecnun.es)
El doctorando trabajará en un proyecto enmarcado en la utilización de
sistemas de alimentación integrables para aplicaciones de baja potencia.
En particular, el doctorando trabajará en la modelización con VERILOG-A
de distintas fuentes de generación de energía (triboeléctricas,
piezoeléctricas, fotovoltaicas, RF) para incluirlas en el diseño de circuitos
integrados de gestión de energía. El doctorando también caracterizará
los circuitos integrados tanto mediante simulación como una vez
fabricados.
El grupo al que se incorporará el doctorando (CIRCUITOS INTEGRADOS
DE COMUNICACIÓN) tiene más de 20 años de experiencia en el diseño
de circuitos integrados, en especial para aplicaciones de baja potencia y
muy alta frecuencia. El grupo está formado por 6 doctores y 3
doctorandos.
Tecnun, la Escuela de Ingeniería de la Universidad de Navarra ofrece un
contrato de doctorado de 3 años en el Campus Tecnológico de San
Sebastián (España).
La tesis debe completarse en 3 años.
Horario:
- Jornada: Invierno: 7,75 horas diarias. Julio y agosto: 5,5 horas diarias
(continua).
- Horario flexible: entrada entre 8:00 y 9:30, salida a partir de las
16:15.
- Viernes posibilidad de jornada continua.
Vacaciones:
Recibe en tu email nuevas ofertas de trabajo para esta búsqueda.
