Dário Passos

Deep learning for near-infrared spectral data modelling: Hypes and benefits

Puneet Mishra, Dário Passos, Federico Marini et al. · TrAC Trends in Analytical Chemistry · 2022 · 168 citations · Full text

A tutorial on automatic hyperparameter tuning of deep spectral modelling for regression and classification tasks

Dário Passos, Puneet Mishra · Chemometrics and Intelligent Laboratory Systems · 2022 · 132 citations · Full text

A synergistic use of chemometrics and deep learning improved the predictive performance of near-infrared spectroscopy models for dry matter prediction in mango fruit

Puneet Mishra, Dário Passos · Chemometrics and Intelligent Laboratory Systems · 2021 · 117 citations · Full text

A solar dynamo model driven by mean-field alpha and Babcock-Leighton sources: fluctuations, grand-minima-maxima, and hemispheric asymmetry in sunspot cycles

Dário Passos, Dibyendu Nandy, Soumitra Hazra et al. · Astronomy and Astrophysics · 2014 · 103 citations · Full text

Multi-output 1-dimensional convolutional neural networks for simultaneous prediction of different traits of fruit based on near-infrared spectroscopy

Puneet Mishra, Dário Passos · Postharvest Biology and Technology · 2021 · 77 citations · Full text