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methods for tunable metasurfaces that provide rapid sensitivity/gradient evaluation, support high-dimensional design spaces, and allow systematic optimization of performance targets such as efficiency
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. To create efficient adjoint-based optimization methods for tunable metasurfaces that provide rapid sensitivity/gradient evaluation, support high-dimensional design spaces, and allow systematic optimization
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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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functionalities while restricting control to a single, or otherwise limited, discrete set of tuning parameters, enabling practical global actuation and robust device operation. To design optical metasurfaces and
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, with the possibility of extension based on progress and performance. The expected starting salary for a Doctoral Researcher is approximately 3075 €/month and it increases as the Doctoral Researcher
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measurements according to international standards Adapt existing finite-element models to estimate the sound insulation performance of renovated buildings The doctoral degree is granted after successfully
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successful candidate will be responsible for setting learning objectives, developing creative teaching methodologies, evaluating student performance, and processing feedback. In a team-oriented environment
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flagship (https://fcai.fi ) and the ELLIS Institute Finland (https://www.ellisinstitute.fi ), part of the pan-European AI network of excellence (https://ellis.eu/members ). Significant high-performance
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of excellence (https://ellis.eu/members ). Significant high-performance computing resources (e.g. LUMI supercomputer, https://lumi-supercomputer.eu ) are at the disposal of our researchers. What we offer
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Postdoctoral Researcher in ML for Dynamical Systems Representation, Prediction, and State-estimation
increase with responsibilities and performance over time. The fixed term contract is initially for two years. As an employer, Aalto University provides excellent learning and development opportunities as