Zobrazeno 1 - 10
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pro vyhledávání: '"Robert, Alexander"'
Autor:
Crowell, Robert Alexander
The empirical measure of an interacting particle system is a purely atomic random probability measure. In the limit as the number of particles grows to infinity, we show for McKean-Vlasov systems with common noise that this measure becomes absolutely
Externí odkaz:
http://arxiv.org/abs/2409.03459
The development of robust AI models relies heavily on the quality and variety of training data available. In fields where data scarcity is prevalent, synthetic data generation offers a vital solution. In this paper, we introduce a novel approach to c
Externí odkaz:
http://arxiv.org/abs/2406.10258
Recent years have seen a surge in deep learning approaches to accelerate numerical solvers, which provide faithful but computationally intensive simulations of the physical world. These deep surrogates are generally trained in a supervised manner fro
Externí odkaz:
http://arxiv.org/abs/2309.16743
The spatiotemporal resolution of Partial Differential Equations (PDEs) plays important roles in the mathematical description of the world's physical phenomena. In general, scientists and engineers solve PDEs numerically by the use of computationally
Externí odkaz:
http://arxiv.org/abs/2306.16133