Exploring the Synergy of Biofuels and Artificial Intelligence

Authors

  • Fernando Gomes de Souza Junior 1. Instituto de Macromoléculas Professora Eloisa Mano, Universidade Federal do Rio de Janeiro, Av. Horácio Macedo 2030, bloco J, Centro de Tecnologia, CEP 21941-598, Rio de Janeiro, RJ, Brazil 2. Programa de Engenharia da Nanotecnologia, COPPE, Centro de Tecnologia-Cidade Universitária, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil. https://orcid.org/0000-0002-8332-4953

DOI:

https://doi.org/10.55747/bjedis.v3i1.60848

Keywords:

Biofuels, Artificial Intelligence, Renewable Energy, Nanocatalysts, Machine Learning, Data Mining, Sustainability, Energy Production, Research Trends, Optimization, Biodiesel Synthesis, Environmental Conservation, Renewable Resources, Computational Tools,

Abstract

This abstract provides an overview of Professor Fernando Gomes de Souza Junior's lecture "Exploring the Synergy of Biofuels and Artificial Intelligence," presented at the IBMEC Lecture's Discussion Series on Industry and Energy on September 6, 2023. Prof. Gomes, an accomplished researcher in polymer science and nanotechnology, discusses the intersection of biofuels and artificial intelligence. He highlights the importance of leveraging machine learning and data mining techniques to harness the vast knowledge repository in renewable energy research. Prof. Gomes presents a groundbreaking 2023 study that utilizes advanced computational tools to analyze the dynamics of nanocatalysts in biofuel production, revealing insights into research trajectories, global trends, and shifting focal points. He further discusses the application of machine learning in optimizing biodiesel synthesis, emphasizing its potential for enhancing efficiency and economic benefits in biofuel production. Prof. Gomes underscores artificial intelligence's significance in shaping biofuel research's future and encourages researchers to embrace emerging trends in this transformative field.

Author Biography

Fernando Gomes de Souza Junior, 1. Instituto de Macromoléculas Professora Eloisa Mano, Universidade Federal do Rio de Janeiro, Av. Horácio Macedo 2030, bloco J, Centro de Tecnologia, CEP 21941-598, Rio de Janeiro, RJ, Brazil 2. Programa de Engenharia da Nanotecnologia, COPPE, Centro de Tecnologia-Cidade Universitária, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.

**Fernando Gomes de Souza Júnior**

Fernando Gomes de Souza Júnior is a distinguished researcher holding the position of CNPq Productivity Research Fellow at Level 1D. You can access his comprehensive CV at [this link](http://lattes.cnpq.br/3049721573449880), with an ID Lattes: 3049721573449880.

His academic journey began with a Bachelor's degree in Chemistry Education, which he obtained from the Federal University of Espírito Santo in 1999. This foundational step was followed by a Master's degree in Materials Science and Engineering at the State University of Norte Fluminense Darcy Ribeiro in 2002. Subsequently, he pursued a Doctorate in Polymer Science and Technology at the Federal University of Rio de Janeiro, culminating in 2006. His commitment to research excellence was further evident in his post-doctoral program at the Program of Chemical Engineering at COPPE/UFRJ in 2008.

Currently, Fernando Gomes holds the prestigious position of Associate Professor IV at the Institute of Macromolecules at the Federal University of Rio de Janeiro (UFRJ). Additionally, he serves as a Full Professor at the Nanotechnology Engineering Program within COPPE/UFRJ, a role he has undertaken since 2019.

Throughout his illustrious career, he has received numerous accolades and recognitions, including the title of Young Scientist of the State of Rio de Janeiro (FAPERJ-2015), Scientist of the State of Rio de Janeiro (FAPERJ-2021), the Chair of Nanoscience and Nanotechnology at Mahatma Gandhi University in India (2018), and the prestigious designation of Researcher 1D CNPq in 2023.

Fernando Gomes de Souza Júnior's scholarly contributions span an impressive body of work. He has authored 214 articles in esteemed scientific journals, penned 13 books, and contributed 25 chapters to books. His research has garnered widespread recognition, as evident from his impressive publication records, which include 248 works in total, 2379 citations, and an H-index of 29 in the Web of Science; 125 works and 2342 citations in SCOPUS; and 282 works, 3286 citations, and an H-index of 34 on Google Scholar, as of February 8, 2023.

His primary research focus revolves around the development of polymeric nanocomposites derived from renewable resources, with the aim of fostering innovative applications that promote the adoption of these materials across diverse industries.

Throughout his esteemed career, Fernando Gomes has been an exemplary mentor, guiding numerous students to academic success. He has supervised 29 master's theses as the principal advisor, 4 as a co-advisor, 12 doctoral theses as the chief advisor, and 7 as a co-advisor. Additionally, he has overseen 17 undergraduate final projects, 139 scientific initiation projects, 9 post-doctoral projects, and 92 projects of various natures. Currently, he continues to actively mentor 6 master's theses, 6 doctoral theses, 2 undergraduate final projects, 18 scientific initiation projects, 3 post-doctoral projects, and 4 projects of other natures.

Fernando Gomes's commitment to the advancement of scientific knowledge extends to his editorial endeavors. He has served on the editorial board of the "Current Applied Polymer Science" since 2016, where he assumed the role of Chief Editor in 2020. Furthermore, he holds the position of Associate Editor for the "MedCrave Online Journal (MOJ) Polymer Science" since 2017, and he is an Honorary Editor for the "Academic Journal of Polymer Science" since 2018. In 2021, he founded the "Brazilian Journal of Experimental Design, Data Analysis, and Inferential Statistics," where he serves as its inaugural Chief Editor. Presently, he is coordinating a special edition of "Topics in Catalysis" and three Special Editions for "Materials MDPI," all of which delve into various aspects of nanomaterial applications.

In summary, Fernando Gomes de Souza Júnior's groundbreaking research, unwavering commitment to mentorship, and pivotal role in scientific editorial activities have solidified his position as a luminary in the field of nanocomposite polymers and renewable materials. His dedication to pushing the boundaries of knowledge continues to shape the future of materials science and engineering.

References

GOMES SOUZA, Fernando, PAL, Kaushik, AMPAH, Jeffrey Dankwa, DANTAS, Maria Clara, ARAÚJO, Aruzza, MARANHÃO, Fabíola and DOMINGUES, Priscila. Biofuels and Nanocatalysts: Python Boosting Visualization of Similarities. Materials. v. 16, n. 3, p. 1175. 2023. DOI 10.3390/ma16031175.

SILVEIRA MARANHÃO, Fabíola, DE SOUZA JUNIOR, Fernando Gomes, SOARES, Priscila, ALCAN, Haluk Görkem, ÇELEBI, Oğuzhan, BAYRAK, Barış, KAPLAN, Gokhan and AYDIN, Abdulkadir Cüneyt. Physico-mechanical and microstructural properties of waste geopolymer powder and lime-added semi-lightweight geopolymer concrete: Efficient machine learning models. Journal of Building Engineering. v. 72, p. 106629. 2023. DOI 10.1016/j.jobe.2023.106629.

PEREIRA, Emiliane Daher, DE SOUZA, Fernando Gomes, PAL, Kaushik, DA SILVEIRA MARANHÃO, Fabíola, FILHO, Romildo Dias Toledo, HASPARYK, Nicole Pagan, DE MELO MONTEIRO, Vinicius, DANTAS, Maria Clara Nascimento and RODRIGUES, João Gabriel Passos. Oligo(Butylene-Succinate) and Nanocatalyst Effect Prediction: Could a Neural Network Determine the Lowest Melting Temperature of this Phase-Changing Material Better than a Classic Approach?. Topics in Catalysis. v. 65, n. 19, p. 1984–1993. 2022. DOI 10.1007/s11244-022-01728-w.

NATH, Nibedita, KUMAR, Anupam, CHAKROBORTY, Subhendu, SOREN, Siba, BARIK, Arundhati, PAL, Kaushik and DE SOUZA, Fernando Gomes Jr. Carbon Nanostructure Embedded Novel Sensor Implementation for Detection of Aromatic Volatile Organic Compounds: An Organized Review. ACS Omega. v. 8, n. 5, p. 4436–4452. 2023. DOI 10.1021/acsomega.2c05953.

PEREIRA, Emiliane Daher, DE SOUZA JUNIOR, Fernando Gomes, PINTO, José Carlos, FILHO, Sergio Thode, PAL, Kaushik, DOS SANTOS PYRRHO, Alexandre, DA COSTA, Renata Cerruti, DA CUNHA, Bruno Pereira, DA SILVEIRA MARANHÃO, Fabíola and DE ALMEIDA, Thuanny Moraes. Evaluation of Hyperthermic Potential and Acute Toxicity of PLGA‐PEG/Magnetite Microspheres Loaded with Oxaliplatin Using Mice as a Test System. Macromolecular Reaction Engineering. P. 2300005. 2023. DOI 10.1002/mren.202300005.

SANTOS, Jonas Farias, SILVA-CALPA, Leydi del Rocío, SOUZA, Fernando Gomes de and PAL, Kaushik. Central Countries’ and Brazil’s Contributions to Nanotechnology. Current Nanomaterials. v. 8, p. 1–39.

GONZAGA E SILVA, Ana Beatriz De Carvalho, RITA, Mariane Rodrigues, MARANHÃO, Fabiola Da Silveira, MONTEIRO MELLO E ALVIM, Thiago, GUANDALINI BATISTA, João Humberto, MENDOZA REALES, Oscar Aurelio, GOMES DE SOUZA JUNIOR, Fernando, TOLEDO FILHO, Romildo Dias and REGO FAIRBAIRN, Eduardo De Moraes. Nanoparticle-based Magnetic Induced Heating for Oil Well Cement Slurries: Experimental Study and Modelling Development. Journal of Advanced Concrete Technology. v. 21, n. 6, p. 450–464. 2023. DOI 10.3151/jact.21.450.

SILVA, Gabriel Bezerra, DA SILVEIRA MARANHÃO, Fabíola, DE SOUZA, Fernando Gomes, PAL, Kaushik, MIDDEA, Antonieta, LIMA, Roberto Costa, MACHADO, Sérgio Lisboa, FEITOSA, Samuel Breves Henrique, DE ARAÚJO, Karine Velasco and DO NASCIMENTO PEÇANHA, Thiago. Artificial Chrysocolla with Catalyst Nanomodified with Copper and Zinc. Topics in Catalysis [online]. 2023. DOI 10.1007/s11244-023-01842-3. Available from: https://doi.org/10.1007/s11244-023-01842-3. Accessed 30 June 2023.

JUNIOR, Fernando Gomes de Souza, BARRADAS, Thais Nogueira, CAETANO, Vinicius Freitas and BECERRA, Angela. Nanoparticles improving polyaniline electrical conductivity: A meta-analysis study. Brazilian Journal of Experimental Design, Data Analysis and Inferential Statistics. v. 2, n. 1, p. 25–58. 2022. DOI 10.55747/bjedis.v2i1.52468.

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Published

2024-01-12

Issue

Vol. 3 No. 1 (2024): EDITION 2024-1

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Articles

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We at this moment declare that the present paper is our original work and has not been previously considered, either in whole or in part, for publication elsewhere. Besides, we warrant the authors will not submit this paper for publication in any other journal. We also guarantee that this article is free of plagiarism and that any accusation of plagiarism will be the authors' sole responsibility. The undersigned transfer all copyrights to the present paper (including without limitation the right to publish the work in any and all forms) to BJEDIS, understanding that neglecting this agreement will submit the violator to undertake the legal actions provided in the Law on Copyright and Neighboring Rights (No. 9610 of February 19, 1998). Also, we, the authors, declare no conflict of interest. Finally, all funders were cited in the acknowledgments section.