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required. Other requirements: MSc degree in Physics and excellent student track records. See Aalto Doctoral Programme in Science | Aalto University for more details on the evaluation criteria. A keen
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, cancer genomics, or a related field. Applicants with a background in biology or (bio)medicine are welcome to apply, provided they have documented expertise in deep learning Proficiency in programming
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responsibility can relate to for example some of the following research topics. You are naturally welcome to suggest your own research plan: Development and use of generative AI for de novo molecular synthesis
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your own research to the extent possible as follows: Plan together with Prof. Möttönen the detailed implementation leading to the realization of the AQPU Help your peers in solving their challenges in
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some of the following research topics. You are naturally welcome to suggest your own research plan: Development and use of generative AI for de novo molecular synthesis, enabling the design of novel drug
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) or reactive transport simulation codes (e.g., OpenFOAM, StarCCM+, PFlotran, TOUGHREACT, PHT3D etc.). Good programming skills in C/C++, Fortran, or Python. Knowledge and experience with HPCs. The work will be
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plan and research proposal. For the doctoral researcher’s position, the appointee must enroll as a PhD student at the University of Helsinki. The appointee should either already have the right to pursue
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well as programming skills. Publications in top-tier AI and NLP venues (e.g., NeurIPS, ICML, ICLR, JMLR, ACL, EMNLP, TACL) are considered a significant merit. Scientific interest and contributions in molecular
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) a complete and numbered publication list a list and a brief synopsis of max. 10 most important publications with links to the publications if open access a plan for advancing research and teaching in
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publications with links to the publications if open access a plan for advancing research and teaching in the field and a vision for the development of the applicant’s research and the research field in general