Vinícius Viena

According to our database, Vinícius Viena authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Molecule Generation and Optimization for Efficient Fragrance Creation.

Bruno C. L. Rodrigues, Vinícius V. Santana, Sandris Murins, Idelfonso B. R. Nogueira

CoRR, 2024

Harnessing graph neural networks to craft fragrances based on consumer feedback.

Bruno C. L. Rodrigues, Vinícius V. Santana, Luana P. Queiroz, Carine M. Rebello, Idelfonso B. R. Nogueira

Comput. Chem. Eng., 2024

2023

PUFFIN: A Path-Unifying Feed-Forward Interfaced Network for Vapor Pressure Prediction.

Vinícius Viena Santana, Carine Menezes Rebello, Luana P. Queiroz, Ana Mafalda Almeida Peixoto Ribeiro, Nadia Shardt, Idelfonso B. R. Nogueira

CoRR, 2023

Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach.

Vinícius V. Santana, Erbet Almeida Costa, Carine M. Rebello, Ana M. Ribeiro, Chris Rackauckas, Idelfonso B. R. Nogueira

CoRR, 2023

2022

A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem.

Luana P. Queiroz, Carine M. Rebello, Erbet Almeida Costa, Vinícius V. Santana, Alírio E. Rodrigues, Ana M. Ribeiro, Idelfonso B. R. Nogueira

CoRR, 2022

A new Reinforcement Learning framework to discover natural flavor molecules.

Luana P. Queiroz, Carine M. Rebello, Erbet Almeida Costa, Vinícius V. Santana, Bruno C. L. Rodrigues, Alírio E. Rodrigues, Ana M. Ribeiro, Idelfonso B. R. Nogueira

CoRR, 2022

2021

Optimal fragrances formulation using a deep learning neural network architecture: A novel systematic approach.

Vinícius V. Santana, Márcio A. F. Martins, José M. Loureiro, Ana M. Ribeiro, Alírio E. Rodrigues, Idelfonso B. R. Nogueira

Comput. Chem. Eng., 2021

2020

Transient analysis of true/simulated moving bed reactors: A case study on the synthesis of n-Propyl propionate.

Vinícius Viena, Márcio A. F. Martins, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro, Idelfonso B. R. Nogueira

Comput. Chem. Eng., 2020

2019

Optimization of a True Moving Bed unit and determination of its feasible operating region using a novel Sliding Particle Swarm Optimization.

Idelfonso B. R. Nogueira, Márcio A. F. Martins, Reiner Requião, Amanda R. Oliveira, Vinícius Viena, Hannu Koivisto, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro

Comput. Ind. Eng., 2019