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Search indexed NASA NTRS and DOE OSTI research on propulsion, heat transfer, battery materials and energy systems. Follow report and document links to the original sources.
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Data-based reduced-order modeling of nonlinear two-time-scale processes
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Abdullah, Fahim (ORCID:000000025094788X)↗
Machine-learning-based state estimation and predictive control of nonlinear processes
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Alhajeri, Mohammed S.↗
Real-time adaptive sparse-identification-based predictive control of nonlinear processes
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Abdullah, Fahim (ORCID:000000025094788X)↗
Model predictive control of nonlinear processes using transfer learning-based recurrent neural networks
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Alhajeri, Mohammed S.↗
Domain-decomposition least-squares Petrov–Galerkin (DD-LSPG) nonlinear model reduction
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Hoang, Chi (ORCID:0000000153496327)↗
Deep autoencoders for physics-constrained data-driven nonlinear materials modeling
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97 MATHEMATICS AND COMPUTING↗
Windowed space–time least-squares Petrov–Galerkin model order reduction for nonlinear dynamical systems
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Shimizu, Yukiko S. (ORCID:0000000319346688)↗
Sparse-identification-based model predictive control of nonlinear two-time-scale processes
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Abdullah, Fahim (ORCID:000000025094788X)↗
Model predictive control of nonlinear processes using neural ordinary differential equation models
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Luo, Junwei (ORCID:000900072609629X)↗
Mass-Constrained hybrid Gaussian radial basis neural networks: Development, training, and applications to modeling nonlinear dynamic noisy chemical processes
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Mukherjee, Angan (ORCID:000000025580153X)↗
Quantum algorithm for the advection-diffusion equation and the Koopman-von Neumann approach to nonlinear dynamical systems
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97 MATHEMATICS AND COMPUTING↗
Nonlinear hierarchical unit cell for passive, amplitude-dependent filtering of acoustic waves
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Mork, Nehemiah↗