Hoang-Phuong Nguyen

A long-term prediction approach based on long short-term memory neural networks with automatic parameter optimization by Tree-structured Parzen Estimator and applied to time-series data of NPP steam generators

Hoang-Phuong Nguyen, Jie Liu, Enrico Zio · Applied Soft Computing · 2020 · 186 citations · Full text

Computing, Data Science, Forecasting +16

High-Resolution Structures of the Amyloid-β 1–42 Dimers from the Comparison of Four Atomistic Force Fields

Viet Hoang Man, Hoang-Phuong Nguyen, Philippe Derreumaux · The Journal of Physical Chemistry B · 2017 · 152 citations

Natural Sciences, Biochemistry, Biophysics +17

Ensemble empirical mode decomposition and long short-term memory neural network for multi-step predictions of time series signals in nuclear power plants

Hoang-Phuong Nguyen, Piero Baraldi, Enrico Zio · Applied Energy · 2020 · 121 citations · Full text

Computing, Data Science, Nuclear Engineering +17

Adaptive ECG denoising using genetic algorithm-based thresholding and ensemble empirical mode decomposition

Hoang-Phuong Nguyen, Jong-Myon Kim · Information Sciences · 2016 · 104 citations

Engineering, Bioengineering, Biomedical Engineering +16

Structures of the intrinsically disordered Aβ, tau and α-synuclein proteins in aqueous solution from computer simulations

Hoang-Phuong Nguyen, Philippe Derreumaux · Biophysical Chemistry · 2020 · 99 citations

Life Sciences, Biochemistry, Biophysics +17