Surrogate Models in Mechanics of Composite Materials

hace 2 semanas

Getafe, España FUNDACIÓN IMDEA MATERIALES A tiempo completo

Función: Development of machine learning surrogate models for mechanical behavior of structural composites
- Empresa: FUNDACIÓN IMDEA MATERIALES

- Nº de Plazas: 1
- Referencia: 2023-CG-R1-74

- Publicada el 3/5/2023

- Publicada hasta el 3/8/2023
- Tipo de Contrato: Sin especificar

- Dedicación: Jornada completa
- Localidad: GETAFE

- Provincia: Madrid

- Disponibilidad para viajar: Sin especificar
- Fecha de Incorporación: Inmediata
- Enlace URL: jobs.materials.imdea.org/offer/view?id=11782

- Nível Académico
Master

- Titulación Académica
Ingeniería Industrial (Titulación Universitaria)

Matemáticas (Titulación Universitaria)

Ingeniería Aeronáutica (Titulación Universitaria)

Ingeniería de Materiales (Titulación Universitaria)

- Áreas tecnológicas
P- Arquitectura, Ingeniería y Producción

P-01 Aeronáutica

R- Matemáticas

- Idiomas
Idioma: Inglés

Nível Lectura: Alto

Nível Escrito: Alto

Nível Conversación: Alto

- Experiência
- Demonstrated experience in Computational Materials Science, finite elements, programming, and machine learning will be valued.
- Otros
- Description
Surrogate modelling is a powerful technique for accelerating material design. In data-driven approaches, the synthetic data obtained by high-fidelity multiscale simulations (off-line modelling) can provide meta-models delivering accurate responses but at a mínimal fraction of the simulation time, enabling in-line simulations. Using surrogates makes it possible to provide efficient designs, estimate the uncertainty in the model parameters, and discover new configurations of materials with properties that may not have been previously considered. A methodology to develop surrogate models to transfer information across the length scales in structural laminates (laminate to structure) will be investigated.
Requirements
- Conditions
This thesis will be carried out thanks to the funding from the HERA (Hybrid-Electric Regional Architecture) HORIZON-JU-Clean-Aviation project.

Starting date: available immediately; open until filled.

Full-time contract, including social security coverage.

Enrolment in an academic PhD program.

The working language of the Institute is English. Full command of the English language is required in all positions.

WHAT YOU WILL FIND AT IMDEA:
Stimulating environment where you can grow professionally.

Besides on-the-job technical training, IMDEA Materials Institute is committed to training the Institute’s scientists and staff in “soft” or transversal skills. See the available training here.

Meet some of our alumni to see what it is like to work with us.

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