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Postdoctoral Researcher in ML for Dynamical Systems Representation, Prediction, and State-estimation
professors and close to 5000 faculty and staff working on our dynamic campus in Espoo, Greater Helsinki, Finland. Diversity is part of who we are, and we actively work to ensure our community’s diversity and
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Postdoctoral Researcher in ML for Dynamical Systems Representation, Prediction, and State-estimation
of tomorrow and creating novel solutions to major global challenges. Our community is made up of 120 nationalities, 14 000 students, 400 professors and close to 5000 faculty and staff working on our dynamic
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the key electromagnetic coupling effects between layers and enables fast prediction of their tunable response without relying solely on full-wave simulations. To create efficient adjoint-based optimization
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material platforms exhibiting time-varying responses. Using adjoint-based optimization and spatial structuring, to realize complex time-modulated medium dynamics with realistic material constraints and
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operation. To design optical metasurfaces and material platforms exhibiting time-varying responses. Using adjoint-based optimization and spatial structuring, to realize complex time-modulated medium dynamics
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for multilayer tunable metasurfaces that captures the key electromagnetic coupling effects between layers and enables fast prediction of their tunable response without relying solely on full-wave simulations
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dynamic campus in Espoo, Greater Helsinki, Finland. Diversity is part of who we are, and we actively work to ensure our community’s diversity and inclusiveness. This is why we warmly encourage qualified
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resilience and risk assessment The research will heavily involve mathematical model development and the use of specialised software for impacts assessments, system dynamics, simulations etc. The researcher is
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for impacts assessments, system dynamics, simulations etc. The researcher is also expected to carry out collaborative work with external stakeholders such as industry partners, depending on the project needs
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. The department also has cutting-edge design tools, including comprehensive IC technology design kits, EM simulators, and DSP design tools. There are excellent opportunities to establish impactful collaboration