2 papers
physics.chem-ph2024
Molecule Generation and Optimization for Efficient Fragrance Creation
Bruno C. L. Rodrigues, Vinicius V. Santana, Sandris Murins +1
This research introduces a Machine Learning-centric approach to replicate olfactory experiences, validated through experimental quantification of perfume perception. Key contributi…
cs.CE2023
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach
Vinicius V. Santana, Erbet Costa, Carine M. Rebello +3
This study presents a systematic machine learning approach for creating efficient hybrid models and discovering sorption uptake models in non-linear advection-diffusion-sorption sy…