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ML-PLAC: Multiplierless Piecewise Linear Approximation for Nonlinear Function Evaluation

IEEE Transactions on Circuits and Systems I: Regular Papers, 2022
Fei Lyu 0002   +5 more
openaire   +1 more source

Enforcing energy conservation in ML-based approximations of nonlinear four-wave interactions

Accurate and efficient approximation of nonlinear four-wave interactions remains one of the longstanding challenge in spectral wave modeling, as exact calculations are extremely computationally too demanding for practical models. Consequently, most operational wave models employ simplified parameterizations such as the Discrete Interaction ...
Chen, J   +4 more
openaire   +2 more sources

Adaptive MLS-HDMR metamodeling techniques for high dimensional problems

Expert Systems With Applications, 2011
Hu Wang, G Y Li
exaly  

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