Research Scientist in 2D Materials
vor 3 Wochen
At the Faculty of Mechanical Science and Engineering, the Institute of Materials Science is seeking a dedicated Research Associate / PhD Student to join the Chair of Materials Science and Nanotechnology. This role is designed for individuals aiming to enhance their academic qualifications, typically culminating in a PhD.
Key Responsibilities:
The successful candidate will engage in research within the Collaborative Research Center CRC1415, focusing on the chemistry of synthetic 2D materials. The primary objective is to integrate quantum mechanical (QM) methodologies with advanced machine learning (ML) techniques to analyze and predict the electronic and magnetic characteristics of two-dimensional (2D) polymers, such as chiral covalent organic frameworks.
This research will facilitate the establishment of data-driven design principles, which will be incorporated into generative AI frameworks aimed at creating innovative 2D polymers with specific QM properties for applications in catalysis and energy storage.
Collaboration with synthetic chemists will be essential to validate the synthesis of new materials, fostering an interdisciplinary research environment.
The role will involve performing extensive QM calculations utilizing density functional theory and developing Python-based tools for data analysis. Additionally, the candidate will be responsible for advancing ML-driven computational workflows to investigate structure-property and property-property relationships.
Qualifications:
Applicants should possess a university degree (Master/Diploma) in physics, chemistry, materials science, engineering, or a related field.
Proficiency and hands-on experience in quantum mechanical methods and machine learning approaches, including force field development and generative models, are essential.
We seek individuals with a strong commitment to research, interdisciplinary thinking, and the ability to work both collaboratively and independently. Excellent communication and writing skills in English are required. Familiarity with programming languages such as Fortran, Python, and PyTorch is highly advantageous. Previous computational experience in research projects related to organic molecules and materials is preferred but not mandatory.
Diversity and Inclusion:
We are committed to promoting diversity within our academic community and encourage applications from women and individuals with disabilities. The university is recognized as a family-friendly institution and offers support services for dual-career couples.
We look forward to receiving your comprehensive application, including your Curriculum Vitae, motivation letter, academic transcripts, and a recommendation letter from a research scientist.
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