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Infrastructure Sciences Division. Machine learning (ML), specifically deep learning (DL), has been demonstrated to successfully predict the weather for 1-14 days with skill on par with numerical weather prediction
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of conflict prediction. Lead the design and improvement of ensemble routines and validation protocols in the VIEWS forecasting system. Publish research findings in top peer-reviewed journals and contribute
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surrogates of electronic Hamiltonians. The postdoctoral researcher will develop graph neural networks based on the MACE architecture to predict Hamiltonian elements for 2D materials and van der Waals
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