PhD position in predicting Thermodynamics and Processes for Circular Carbon Plastics

Poste

Temps plein

Durée déterminée

Entry

Science & Recherche

Modalités

Zürich, Zurich

100%

Exigences

Master

Permis UE/AELE

Compétences

Fluid Properties PredictionQuantification of Model UncertaintyThermodynamicsProcess engineeringMolecular simulationMachine learningPredictive modelsMentoringSustainable cleaning processesTechnical concept designExperimentation toolsTechniques de séparation

Langues

Anglais

Description

Your main task will be to advance thermodynamically consistent prediction methods for fluid properties and/or separation processes by developing new, more general, and more reliable hybrid thermodynamic and data-driven predictive models
The methods developed in this project will overcome current limitations in training data sparsity, quantification of model uncertainty, and poorly specified mixtures or separation processes
The work will be conducted in tight integration with a companion doctoral candidate who will focus on advancing the experimental counterpart methods
Your role will also involve mentoring and co-supervising student projects and theses
Additionally, you will engage in various group and institute duties and activities
As an integral part of your work, you will publish your results in peer-reviewed journals and present them at international conferences

Responsabilités

Your main task will be to advance thermodynamically consistent prediction methods for fluid properties and/or separation processes by developing new, more general, and more reliable hybrid thermodynamic and data-driven predictive models
The methods developed in this project will overcome current limitations in training data sparsity, quantification of model uncertainty, and poorly specified mixtures or separation processes
The work will be conducted in tight integration with a companion doctoral candidate who will focus on advancing the experimental counterpart methods
Your role will also involve mentoring and co-supervising student projects and theses
Additionally, you will engage in various group and institute duties and activities
As an integral part of your work, you will publish your results in peer-reviewed journals and present them at international conferences

Exigences

You meet the requirements for a doctoral program at ETH Zurich and have an excellent Master's or diploma in chemical engineering, process engineering, mechanical engineering, energy science & technology, physical chemistry, or a related field
Ideally, you already have experience in ML and methods to predict thermophysical properties and/or conceptual process design
The ability to work independently and excellent communication and writing skills in English complete your profile

Avantages

We offer a full-time position for the duration of your doctoral studies, starting upon agreement with the earliest starting date of October 1st, 2026
We are providing a supportive environment that fosters professional and personal growth
You will join a dynamic, motivated, and interdisciplinary team of researchers with expertise in thermodynamics, process design, energy system optimization, and life cycle assessment
You will work in an inspiring, collaborative environment to address critical global challenges
The PhD position provides access to state-of-the-art laboratory facilities and experimental setups, enabling impactful research
The position supports the development of critical thinking, data analysis, problem-solving, and project management skills while contributing to the broader academic community through publications and presentations at leading conferences

Entreprise

ETH Zurich

Education

ETH Zurich is one of the world-s leading universities specialising in science and technology. We are renowned for our excellent education, cutting-edge fundamental research and direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and an environment that inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow.

Contact

Dr. Emiliano Casati

casatie@ethz.ch