Nonlinearity engineering with the Quarton Por Ye, Yufeng,S.M.Massachusetts Institute of Technology.

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Nonlinear ordinary differential equations in transport processes/ Por 387752 Ames, William F.

Multielement polynomial chaos Kriging-based metamodelling for Bayesian inference of non-smooth systems Por García-Merino, JC, Calvo-Jurado, C, Martínez-Pañeda, E, García-Macías, E

“...This paper presents a surrogate modelling technique based on domain partitioning for Bayesian parameter inference of highly nonlinear engineering models. In order to alleviate the computational burden typically involved in Bayesian inference applications, a multielement Polynomial Chaos Expansion based Kriging metamodel is proposed. ...”

Physics informed neural network for heat transfer problem in concrete structure Por Powa, Anderson Justin

“...For instance, it requires additional techniques when dealing with nonlinear engineering problems and inverse problems. Additionally, generating accurate predictions using FEM may necessitate a finer mesh, thereby increasing computational expenses. ...”
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Advanced controller design for diesel engines Por Kuang, Bo.

“...However, the presence of an unknown, nonlinear engine dead time and other uncertain parameters give rise to a serious control problem and significantly degrade the performance of the diesel engine system. ...”
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