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PhD Position in Interpretable AI for Coupled Multiphysics of Geomaterials

emploi.epfl.ch -
Lausanne, VD

Soumettre votre candidature

Détails de l'emploi

Qualifications

Niveau Doctorat
Anglais
Niveau Master
C++
Technologies de l'information
Compétences en communication
Python

Description complète du poste

Mission

The Data-Driven Mechanics Laboratory invites applications for a fully funded PhD position at
the intersection of computational mechanics, multiphysics of geomaterials, and interpretable
machine learning. The project focuses on the discovery of governing equations and constitutive
relations for key multiphysics phenomena on the basis of rich micromechanical and
experimental data. It pushes the boundaries of modeling and understanding crucial processes
in geomaterials across scales, with application to geophysics, energy and sustainability.

Main roles and responsibilities

The successful candidate will contribute to a next-generation data-driven framework for
scientific discovery in geomaterials. Research will involve the development of techniques
spanning mechanics and AI, including physics-based modeling across scales
(discrete/mesoscale/continuum), thermodynamics-informed machine learning and
neurosymbolic AI. They will also have the opportunity to lead international collaborations with
experimental research groups.

Requirements

Master’s degree in Mechanics, Civil Engineering, Mechanical Engineering, Geophysics,

Applied Mathematics, Computational Science or related areas.

Strong computational/programming skills (Python/C/C++) including computational

mechanics, and scientific machine learning.

Excellent English communication skills (oral and written).

We offer

World-class multi-cultural environment on the shores of beautiful Lake Leman.
Innovative interdisciplinary research at the Data-Driven Mechanics Lab.
Exceptional research infrastructure and access to world-class computational resources.
Competitive salary and employment conditions.

Informations

Please email a single PDF consisting of i) a Curriculum vitae (max. 2 pages) with contact details
of at least 2 referees, ii) Detailed transcripts, and iii) a Motivation letter (max. 1 page), to
[email protected], indicating in the subject “PhD Application LMD – Last Name”
until July 15th 2026. Applications will be evaluated on a rolling basis in the order that they are
received. For inquiries please contact Prof. Kostas Karapiperis at the same email.

Contract Start Date: Fall/Winter 2026

Activity Rate : 100.00

Contract Type: One-year renewable contract

Duration: 4 years

Reference: 2267

Soumettre votre candidature

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python emplois - vaud

PhD Position in Interpretable AI for Coupled Multiphysics of Geomaterials

Computer Vision Engineer (VIO)

Senior System Engineer

Senior Site Reliability Engineer - Edge Computing

Spécialiste système BI

Software Engineer, Backend

2 PhD Positions in Earthquake Engineering / Structural Engineering (ENAC/EESD)

Data Scientist, Lab & Protein Data

Senior Azure DevOps Engineer

Robotics Engineer - SLAM & State Estimation

Founders Associate

Senior AI Engineer

Elektrokonstrukteur:in/Elektroingenieur:in (Schaltplan- & Schemaentwicklung)

Forward Deployed Engineer

Senior Software Engineer - Connectivity & Data Systems

Layout and Automation Design Engineer

EV Powertrain Solution Owner

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Spécialiste en gestion de données biomédicales au sein de la DSBU

GNC Engineer

Je souhaite recevoir la dernière alerte Emploi pour les postes de ce type : python (vaud)

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