Vinícius V. Santana

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Machine Learning

Efficient Optimization

Norm Minimization

Top Venues

Comput. Chem. Eng.

Publications

Bruno C. L. Rodrigues, Vinícius V. Santana, Luana P. Queiroz, Carine M. Rebello, Idelfonso B. R. Nogueira
Harnessing graph neural networks to craft fragrances based on consumer feedback. Comput. Chem. Eng. 185 (2024)
Bruno C. L. Rodrigues, Vinícius V. Santana, Sandris Murins, Idelfonso B. R. Nogueira
Molecule Generation and Optimization for Efficient Fragrance Creation. CoRR (2024)
Vinícius V. Santana, Erbet A. Costa, Carine M. Rebello, Ana M. Ribeiro, Chris Rackauckas, Idelfonso B. R. Nogueira
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach. CoRR (2023)
Luana P. Queiroz, Carine M. Rebello, Erbet A. Costa, Vinícius V. Santana, Alírio E. Rodrigues, Ana M. Ribeiro, Idelfonso B. R. Nogueira
A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem. CoRR (2022)
Luana P. Queiroz, Carine M. Rebello, Erbet A. Costa, Vinícius V. Santana, Bruno C. L. Rodrigues, Alírio E. Rodrigues, Ana M. Ribeiro, Idelfonso B. R. Nogueira
A new Reinforcement Learning framework to discover natural flavor molecules. CoRR (2022)
Vinícius V. Santana, Márcio A. F. Martins, José M. Loureiro, Ana M. Ribeiro, Alírio E. Rodrigues, Idelfonso B. R. Nogueira
Optimal fragrances formulation using a deep learning neural network architecture: A novel systematic approach. Comput. Chem. Eng. 150 (2021)