Results 121 to 130 of about 303 (161)

From PINNs to PIKANs: recent advances in physics-informed machine learning. [PDF]

Mach Learn Comput Sci Eng
Toscano JD, Oommen V, Varghese AJ, Zou Z, Daryakenari NA, Wu C, Karniadakis GE.   +6 more
europepmc   +1 more source

A GRU-KAN Surrogate Model with Genetic Algorithm Uniform Sampling for Active Magnetic Bearings-Rotor Critical Speed Prediction. [PDF]

Sensors (Basel)
Cui J, Li J, Cai F, Zhao Z, Liu Y.
europepmc   +1 more source

Sparse polynomial chaos expansions as a machine learning regression technique

, 2015
Sudret, Bruno, Marelli, Stefano, Lataniotis, Christos   +2 more
openaire   +3 more sources

Surrogate metamodels from digital image correlation for testing high-performance composite vessels. [PDF]

Heliyon
Pisonero J, Rodríguez-Martín M, Fueyo JG, González-Aguilera D, García-Martín R.   +4 more
europepmc   +1 more source

Sensitivity analysis of railway balise information transmission module with both degradation and model uncertainty. [PDF]

Sci Prog
Li Z, Zhang Y, Liu J, Cai B, Lu D.
europepmc   +1 more source

Legendre based neural networks integrated with heuristic algorithms for the analysis of Lorenz chaotic model: an intelligent and comparative study. [PDF]

Sci Rep
Masood K, Arshad M, Abubakar M, Aslam MN, Alghamdi MA, Almotiri SH.   +5 more
europepmc   +1 more source

Integrated <i>In Vitro</i>/<i>In Silico</i> Uncertainty Quantification Method for Protein Crystallization Models. [PDF]

Ind Eng Chem Res
Pessina D, Calderon De Anda J, Heffernan C, Heng JYY, Papathanasiou MM.   +4 more
europepmc   +1 more source

Surrogate modeling for time-dependent reliability analysis of robotic manipulator trajectories. [PDF]

PLoS One
Ayoob K, Elahi H, Zafar T, Hamza A, Wang Z.   +4 more
europepmc   +1 more source

Navigating tipping points: A complex systems framework for anticipating lake ecosystem collapse. [PDF]

Fundam Res
Zhang H, Li H, Huo S, Yang Z, Wu F.
europepmc   +1 more source