Ahmed H. Elsheikh

Bidirectional handshaking LSTM for remaining useful life prediction

Ahmed H. Elsheikh, Soumaya Yacout, Mohamed-Salah Ouali · Neurocomputing · 2018 · 248 citations

Engineering, Machine Learning, Data Science +9

Efficient Bayesian inference of subsurface flow models using nested sampling and sparse polynomial chaos surrogates

Ahmed H. Elsheikh, Ibrahim Hoteit, Mary F. Wheeler · Computer Methods in Applied Mechanics and Engineering · 2013 · 98 citations

Numerical Analysis, Nested Sampling, Engineering +12

Non-linear Petrov–Galerkin methods for reduced order modelling of the Navier–Stokes equations using a mixed finite element pair

Dunhui Xiao, F. Fang, Jinsong Du et al. · Computer Methods in Applied Mechanics and Engineering · 2012 · 83 citations

Numerical Analysis, Finite Element Method, Reduced Order Modeling +9

Reservoir Modeling for Flow Simulation by Use of Surfaces, Adaptive Unstructured Meshes, and an Overlapping-Control-Volume Finite-Element Method

Matthew D. Jackson, James Percival, Peyman Mostaghimi et al. · SPE Reservoir Evaluation & Engineering · 2015 · 83 citations

Engineering, Pillar-grid Concept, Computational Mechanics +24

A machine learning approach for efficient uncertainty quantification using multiscale methods

Shing Chan, Ahmed H. Elsheikh · Journal of Computational Physics · 2017 · 81 citations · Full text

Uncertainty Management, Engineering, Machine Learning +11