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Un poste de doctorant à l'Université d'Uppsala dans le domaine des électrolytes pour le stockage électrochimique. Les responsabilités incluent le développement de modèles d'apprentissage automatique pour explorer l'espace de conception des électrolytes polymères. Le candidat idéal doit posséder un Master en chimie théorique avec des compétences en programmation Python et des expériences en simulations moléculaires.
2025-06-16
The Department of Chemistry - Ångström conducts research and education in the chemistry field. The department has more than 270 employees and has a turnover of 300 million SEK. At the department's six programs, we conduct very successful research of a high international standard. We have a large number of externally funded research projects, often with international cooperation and we see continued good growth in our subject area. The department has education assignments in engineering programs and master's programs. More information is available on our website
Duties
The electrolyte is an indispensable and critical component in any electrochemical storage device. The materials discovery of electrolytes for battery applications faces an enormous challenge where the design space is highly combinatorial in chemical, compositional, and topological spaces. To tackle this outstanding challenge, computational tools powered by machine learning (ML) techniques need to be developed to explore the corresponding design space efficiently. The focus of this project will be on i) developing accurate ML force fields for simulating polymer electrolyte systems; ii) developing novel molecular representations used in ML predictions of polymer electrolyte properties. The candidate will be hosted by the TeC group (https://tec-group.github.io), which is part of the Ångström Advanced Battery Centre (ÅABC). This PhD position is part of a new 5-year NEST project, Solid Polymer ElectrolytE Discovery SPEED - https://wasp-sweden.org/nest-project-speed/, which aims to position Sweden at the forefront of materials science and AI research through collaboration between researchers at Uppsala University and Chalmers University of Technology.
This recruitment is also connected to the Wallenberg Initiative Materials Science for Sustainability (WISE, https://wise-materials.org). WISE, funded by the Knut and Alice Wallenberg Foundation, is the largest-ever investment in materials science in Sweden and will encompass major efforts at Sweden’s foremost universities over the course of 10 years. The vision is a sustainable future through materials science. The recruited early-stage researcher will also be a part of the WISE Graduate School (https://wise-materials.org/research/graduate-school/), an ambitious nationwide program of seminars, courses, research visits, and other activities to promote a strong multi-disciplinary and international network between PhD students, postdocs, researchers and industry.
Requirements
The candidate must have: