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deep generative models for speech and audio, speech synthesis, differentiable signal processing, deepfake detection, and watermarking. In addition to the Aalto speech groups and the Doctoral Researcher
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watermarked audio data, improving content-based audio watermarking, and evaluating robustness against removal, spoofing, adversarial attacks, and realistic downstream processing. Your role and goals As the
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within the device. The work combines advanced nanofabrication methods, such as electron-beam lithography and OLED fabrication via evaporation and solution-processing with sophisticated characterization
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/computational modelling methods (e.g. discrete element method or finite element analysis) Strong programming skills Good written and verbal communication skills in English Considered an advantage: Experience with
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research facilities Showing good social skills in collaborations to promote collaborations What we require The candidate should have or will shortly receive a Ph.D. degree or equivalent in Chemistry
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Showing good social skills in collaborations to promote collaborations What we require The candidate should have or will shortly receive a Ph.D. degree or equivalent in Chemistry, Materials Science
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modern AI tools, familiarity with proof assistants such as Lean, good communication skills, and ability to work both independently and as a member of a large research team; a good command of English is
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(LAMMPS, Gromacs, etc.); ML-based techniques applied to cheminformatics (e.g., high-throughput molecular data processing with SMILES). Expertise in the following areas is considered beneficial: scripting
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) and good research data management Your network and team Your supervisor will be Senior Scientist Johanna Lilius and through the ConWa-project, you will collaborate with scholars in planning, geography
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computing and quantum advantage is a prospective topic across four application domains: bioinformatics, breeding, biomaterial synthesis, and cellulose‑processing enzyme design. You will develop hybrid quantum