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PDEs are considered to be language of physics as they provide mathematical descriptions of a whole range of physical phenomena. The complexity and prohibitive computational cost of traditional physics-based numerical schemes necessitates the search for fast and efficient surrogates, based on machine learning.
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On the area of the symmetry orbits of cosmological spacetimes with toroidal or hyperbolic symmetry, 2011
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