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to uncertainties and gaps. To relax these constraints and make PINNs more robust, several approaches can be considered depending on the context, each offering different ways to handle uncertainties in physical
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defined four main research areas as the following: Environment and Sustainability Neurosensory Science and Systems Medicine, Health and Life Sciences Chemical, Physical, Mathematical and Computational
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of mathematical models to the development of new imaging-related techniques and compounds. The programme is searching for excellent students who hold a Master's degree in Biology (or related fields), Physics
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Institut National des Sciences Appliquées de Lyon | Villeurbanne, Rhone Alpes | France | 10 days ago
involved, vibroacoustic energy can be distributed between structural and acoustic medium in ways that differ fundamentally from the light-fluid case. In this context, this thesis proposes to study the impact
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involved in analyzing data collected from the TexNet seismological monitoring program and other stations or assets that provide quality data. Comparing different methods and tools for moment tensor inversion
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alternative ways of approaching reconstruction and variability analysis. The project combines applied mathematics, computational imaging, and structural biology. You will develop algorithms, implement and test
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Engineering, or Applied Mathematics. Alternatively, you have gained essentially corresponding knowledge in another way. The requirement for a degree must be met no later than the time the employment decision is
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5 Feb 2026 Job Information Organisation/Company KU LEUVEN Research Field Computer science » Informatics Computer science » Modelling tools Mathematics » Computational mathematics Mathematics
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Degree PhD Doctoral degree or degree awarded by Affiliated universities Course location Leipzig In cooperation with The PhD supervisors come from various Max Planck Institutes, different German
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, and mathematics to tackle some of the most pressing challenges of our time. Big Questions, Real Impact – From climate modelling and sustainable energy to advanced materials and biomedical systems