5 citations · 10 across the 12 of their papers we have counts for
4 papers · 1 filter
Bio-inspired Algorithms in the Optimisation of Wireless Sensor Networks
Joana Matos, Carine M. Rebello, Erbet A. Costa +3
WSN are a growing technology in industrial and personal use fields. The Quality of Service (QoS) of WSN is associated to the architecture of WSN nodes and network design. In this w…
A nested loop for simultaneous model topology screening, parameters estimation, and identification of the optimal number of experiments: Application to a Simulated Moving Bed unit
Rodrigo V. A. Santos, Carine M. Rebello, Anderson Prudente +6
Simulated Moving Bed (SMB) chromatography is a well-known technique for the resolution of several high-value-added compounds. Parameters identification and model topology definitio…
A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem
Luana P. Queiroz, Carine M. Rebello, Erber A. Costa +4
Scientific machine learning (SciML) is a field of increasing interest in several different application fields. In an optimization context, SciML-based tools have enabled the develo…
A new Reinforcement Learning framework to discover natural flavor molecules
Luana P. Queiroz, Carine M. Rebello, Erbet A. Costa +5
The flavor is the focal point in the flavor industry, which follows social tendencies and behaviors. The research and development of new flavoring agents and molecules are essentia…