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Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics.

, , , , , , and . Neural Networks, (2020)

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High throughput simulations of two-phase flows on Blue Gene/Q., , , , , , , and . PARCO, volume 27 of Advances in Parallel Computing, page 767-776. IOS Press, (2015)The Art of Computational Science, Bridging Gaps - Forming Alloys. Preface for ICCS 2017., , , , , and . ICCS, volume 108 of Procedia Computer Science, page 1-6. Elsevier, (2017)GPU and APU computations of Finite Time Lyapunov Exponent fields., , and . J. Comput. Phys., 231 (5): 2229-2244 (2012)Adaptive mesh refinement for stochastic reaction-diffusion processes., , and . J. Comput. Phys., 230 (1): 13-26 (2011)Learning probability distributions in continuous evolutionary algorithms - a comparative review., , , , , and . Nat. Comput., 3 (1): 77-112 (2004)Reinforcement Learning and Wavelet Adapted Vortex Methods for Simulations of Self-propelled Swimmers., , and . SIAM J. Sci. Comput., (2014)Machine Learning for Fluid Mechanics, , and . Annual Review of Fluid Mechanics, (January 2020)Korali: a High-Performance Computing Framework for Stochastic Optimization and Bayesian Uncertainty Quantification., , , and . CoRR, (2020)An Efficient Compressible Multicomponent Flow Solver for Heterogeneous CPU/GPU Architectures., , , , and . PASC, page 8. ACM, (2016)A Hybrid Model of Sprouting Angiogenesis., , and . ICCS (2), volume 5102 of Lecture Notes in Computer Science, page 167-176. Springer, (2008)