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approaches will be developed to design molecules from scratch and are expected balance interaction with multiple targets. Specific goals are: Development of a conditional generation approach for the de novo
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) or Multiple Myeloma (MM). However, in some cases like MM, there is a lack of long-term response, and in other malignant conditions, such as acute myeloid leukemia or solid tumors, the efficacy
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from physical constraints and evolutionary pressures, across multiple scales — from proteins to regulatory networks. The group combines principles from statistical physics, systems biology, and
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biology and bioinformatics, as well as in Machine Learning (including Large Language Models). Good understanding of evolutionary and molecular biology concepts, and good statistical (data analysis) and