Paulo H. Marrocos

Machine Learning-Based Dynamic Modeling for Process Engineering Applications: A Guideline for Simulation and Prediction from Perceptron to Deep Learning

Carine Menezes Rebello, Paulo H. Marrocos, Érbet Almeida Costa et al. · Processes · 2022 · 21 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

CFD and lower order mechanistic models for gas-liquid flow in NETmix: Pressure drop and gas hold-up

Paulo H. Marrocos, Isabel S. Fernandes, Mateus Mestriner Pituco et al. · Chemical Engineering Science · 2023 · 19 citations · Full text

Engineering, Flow Control, Liquid-liquid Flow +21

NETmix technology as ozone gas injection system: Assessment of the gas-liquid mass transfer

Mateus Mestriner Pituco, Paulo H. Marrocos, Ricardo J. Santos et al. · Chemical Engineering and Processing - Process Intensification · 2023 · 15 citations · Full text

Flow Control, Engineering, Liquid-liquid Flow +16

A long short-term memory based Quasi-Virtual Analyzer for dynamic real-time soft sensing of a Simulated Moving Bed unit

Paulo H. Marrocos, Igor G.I. Iwakiri, Márcio A.F. Martins et al. · Applied Soft Computing · 2021 · 10 citations

Real-time Monitoring, Engineering, Quasi-virtual Analyzer +15