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. Classical, experimentally based investigation methods, often fall short of providing sufficient details for a deep understanding because of the extreme conditions. Numerical simulations can prove very
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not only capture the graph structure of the data but also account for the dynamics of the topology as practical graphs change over time. In this PhD project, we are looking for a candidate to work on
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Job related to staff position within a Research Infrastructure? No Offer Description The research programme DeepNL aims to improve the fundamental understanding of the dynamics of the deep subsurface
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verge on the fundamental, e.g. by deep-diving into physical aspects affecting precision or accuracy. Alternatively, your research could be geared to developing new techniques and algorithms for novel
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nonlinear interactions at the origin of such extreme events. In this project, we will explore the use of cutting-edge scientific machine learning framework that blends deep learning with physics-based
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, and deep learning is a plus Experience with affective computing and human-computer interaction is a plus Excellent written and verbal communication skills in English Doing a PhD at TU Delft requires
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Job related to staff position within a Research Infrastructure? No Offer Description The research programme DeepNL aims to improve the fundamental understanding of the dynamics of the deep subsurface
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promising solutions. This project aims to enhance SDB accuracy through deep learning pan-sharpening and physics-informed machine learning techniques. These methods will be tested in two regions worldwide and
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include: Developing on "deep symbolic regression", i.e., an existing ML framework that uses neural networks to determine mathematical expressions from experimental or numerical data. Coordinate the work
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include: Developing on "deep symbolic regression", i.e., an existing ML framework that uses neural networks to determine mathematical expressions from experimental or numerical data. Coordinate the work