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PhD Position in Interpretable AI for Coupled Multiphysics of Geomaterials

emploi.epfl.ch -
Lausanne, VD

Jetzt bewerben

Details zur Stelle

Befristet
vor 10 Tagen

Qualifikationen

Doktorat
Englisch
Master
C++
Erfahrung in der IT
Kommunikationsfähigkeit
Python

Vollständige Stellenbeschreibung

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

Jetzt bewerben

Erweiterte Suche

python Jobs in canton de vaud

PhD Position in Interpretable AI for Coupled Multiphysics of Geomaterials

Senior Product Engineer | Front End

Computer Vision Engineer (VIO)

Embedded Software Engineer

Senior AI Machine Learning Engineer

Senior System Engineer

ML Application Engineer (Japanese or Korean-speaking)

Aerodynamics Methodology and Software Engineer

Guidance, Navigation & Control (GNC) Engineer

GNC Engineer

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

ServiceNow Architect/Solution Designer MW

Senior Azure DevOps Engineer

Senior Quant Analyst

Postdoctoral Researcher in Multimodal Human Sensing and Advanced Behavioral Data Analysis

Electro-Optical Test Engineer (ID:2613)

Senior Design Engineer (ID: 2605)

Principal/Staff Software Engineer

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