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, translational, and population-based research. The group integrates psychological, biological, metabolic, and clinical data to identify disease mechanisms and molecular targets relevant to complex disorders
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intelligence (AI), machine learning, internet of things (IoT), chip design, cybersecurity, human-computer interaction, social networks, fairness, and data ethics. Our research is rooted in basic research and
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for academic development, interdisciplinary collaboration, and international networking Entry requirements We are seeking a highly motivated postdoctoral fellow with the following qualifications: A PhD (or near
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structural models and compute electronic and vibrational properties. Develop and train neural-network or other machine-learned interatomic potentials to enable large-scale molecular dynamics (MD) simulations
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processes and stochastic analysis Theoretical analysis of neural networks and deep learning Foundations of reinforcement learning and bandit algorithms Mathematical and algorithmic perspectives on large
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background in organic synthesis and transition metal catalysis. The candidate must be familiar with organometallic chemistry and the synthesis of organometallic complexes. The candidate must be familiar with
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reconstruction from images taken by unknown rolling-shutter cameras, which is the overwhelming camera technology of today; machine learning with deep neural networks. More details can be found here
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widespread and getting increasingly established, a more fundamental understanding in terms of soft matter and complex liquid concepts is still largely missing. Importantly, the related liquid-liquid phase
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systems (ITS). In particular, the successful candidate will conduct cutting-edge research in: Developing physics-informed neural networks (PINNs) for complex dynamical systems modeling and observer design
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, which also hosts one of our most famous facilities, the Senckenberg Natural History Museum. The mission of the Senckenberg Biodiversity and Climate Research Centre is to study the complex interactions