Possesses expertise in developing machine learning routines for processing instrumental data, spectroscopic techniques (Raman, IR, etc.), atomic spectrometry, data processing, and water treatment processes.
Internship Experience:
AguaLev Technology (FORTLEV Group): Assisted in the development and execution of projects involving reverse osmosis and radial capacitive deionization equipment, development of water and wastewater treatment systems, research and development of new products related to the sanitation market, and administrative activities.
Graduate Studies:
Master's in Chemistry (UFABC): Supported by the Human Resources Program of the National Petroleum Agency (PRH-ANP/FUNDEP), developed methodologies for evaluating biodiesel stability parameters using Raman spectroscopy associated with machine learning.
Ph.D. Studies: Currently developing plasmonic biosensors from noble metals synthesized in deep eutectic solvents and their applications using machine learning.
Deep Eutectic Solvent Ag Nanoparticle Plasmonic Platform for Sensing in Hydrophobic Media M Cezar Valeriano, A Morais Neto, CC Augusto, VH Paschoal, ... ACS Applied Nano Materials , 2026 2026
Single-step extraction & plasmonic sensing of sulphur in fuels using machine learning analysis of RGB images D Gallina, MC Valeriano, VH Paschoal, MB Mamián-López Analytica Chimica Acta, 344999 , 2025 2025
Water Content Compliance of Biodiesel Assessed by Raman Spectroscopy and Machine Learning Classifiers MC Valeriano, AM Neto, ACF Batista, MB Mamián‐López Journal of the American Oil Chemists' Society 102 (12), 1669-1678 , 2025 2025
Human health risk assessment and concentration of Al, Mn, Fe, Cu, Zn, Se, As, Cd, Pb, Hg, Rb, and REEs in chocolate T Pedron, CC Augusto, GC Silva, MC Valeriano, MB Mamián-López, ... Food and Chemical Toxicology, 115770 , 2025 2025 Citations: 2
Improving 5-halouracils SERS detection driven by Watson & Crick pairing recognition. A spectroscopic & DFT study AM Neto, MC Valeriano, MLA Temperini, P Homem-de-Mello, ... Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 337, 126091 , 2025 2025 Citations: 2
Merging Partial Least Squares & Raman spectroscopy to quantify oxidative stability in biodiesel MC Valeriano, AM Neto, NL dos Santos, ACF Batista, MB Mamián-López Vibrational Spectroscopy 138, 103797 , 2025 2025 Citations: 2
Raman spectra soft modeling of the biodiesel oxidation through evolving factor analysis & multivariate curve resolution MC Valeriano, AM Neto, ACF Batista, MB Mamián-López Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 318, 124498 , 2024 2024 Citations: 11
CONTROLE DE QUALIDADE DE MISTURAS DE DIESEL: BIODIESEL USANDO UM SMARTPHONE RA Costa, MC Valeriano, FT Borghi, NM da Cruz, NL Loureiro, ... Revista Ifes Ciência 9 (1), 01-14 , 2023 2023
MOST CITED SCHOLAR PUBLICATIONS
Raman spectra soft modeling of the biodiesel oxidation through evolving factor analysis & multivariate curve resolution MC Valeriano, AM Neto, ACF Batista, MB Mamián-López Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 318, 124498 , 2024 2024 Citations: 11
Human health risk assessment and concentration of Al, Mn, Fe, Cu, Zn, Se, As, Cd, Pb, Hg, Rb, and REEs in chocolate T Pedron, CC Augusto, GC Silva, MC Valeriano, MB Mamián-López, ... Food and Chemical Toxicology, 115770 , 2025 2025 Citations: 2
Improving 5-halouracils SERS detection driven by Watson & Crick pairing recognition. A spectroscopic & DFT study AM Neto, MC Valeriano, MLA Temperini, P Homem-de-Mello, ... Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 337, 126091 , 2025 2025 Citations: 2
Merging Partial Least Squares & Raman spectroscopy to quantify oxidative stability in biodiesel MC Valeriano, AM Neto, NL dos Santos, ACF Batista, MB Mamián-López Vibrational Spectroscopy 138, 103797 , 2025 2025 Citations: 2
Deep Eutectic Solvent Ag Nanoparticle Plasmonic Platform for Sensing in Hydrophobic Media M Cezar Valeriano, A Morais Neto, CC Augusto, VH Paschoal, ... ACS Applied Nano Materials , 2026 2026
Single-step extraction & plasmonic sensing of sulphur in fuels using machine learning analysis of RGB images D Gallina, MC Valeriano, VH Paschoal, MB Mamián-López Analytica Chimica Acta, 344999 , 2025 2025
Water Content Compliance of Biodiesel Assessed by Raman Spectroscopy and Machine Learning Classifiers MC Valeriano, AM Neto, ACF Batista, MB Mamián‐López Journal of the American Oil Chemists' Society 102 (12), 1669-1678 , 2025 2025
CONTROLE DE QUALIDADE DE MISTURAS DE DIESEL: BIODIESEL USANDO UM SMARTPHONE RA Costa, MC Valeriano, FT Borghi, NM da Cruz, NL Loureiro, ... Revista Ifes Ciência 9 (1), 01-14 , 2023 2023
