Analise da unidade de recuperação do licor negro de eucalipto no processo "Kraft", avaliando alternativas de processamento. - Marcelo Cardoso (1998)

Graphical Representation of Cause-Effect Relationships among Chemical Process Variables Using a Neural Network Approach. - Gustavo Matheus de Almeida; Marcelo Cardoso; Danilo C. Rena; Song Won Park (Int. J. Comput. Intell. Appl., 2010)

Trend modelling with artificial neural networks. Case study: Operating zones identification for higher SO3 incorporation in cement clinker. - R. N. Lima; Gustavo Matheus de Almeida; Antônio P. Braga; Marcelo Cardoso (Eng. Appl. Artif. Intell., 2016)

A Knowledge-Based Approach for Structuring Cyclic Workflows. - Rafael Brandão 001; Vítor Lourenço; Marcelo Machado 001; Leonardo Azevedo 001; Marcelo Cardoso; Renan Souza 001; Guilherme Lima; Renato Cerqueira; Márcio Ferreira Moreno (ISWC (Demos/Industry), 2020)

Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry. - Rafael Brandão 001; Vítor Lourenço; Marcelo Machado 001; Leonardo Azevedo 001; Marcelo Cardoso; Renan Souza 001; Guilherme Lima; Renato Cerqueira; Márcio Ferreira Moreno (ISWC (Demos/Industry), 2020)

Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case. - Raphael Thiago; Renan Souza 001; Leonardo Azevedo 001; Eduardo E. M. Soares; Rodrigo C. M. Santos; Wallas Henrique S. dos Santos; Maximilien de Bayser; Marcelo Cardoso; Márcio Ferreira Moreno; Renato Cerqueira (CoRR, 2020)

Heat-loss cycle prediction in steelmaking plants through artificial neural network. - Iara Campolina Dias Duarte; Gustavo Matheus de Almeida; Marcelo Cardoso (J. Oper. Res. Soc., 2022)

Dynamic mathematical modelling and simulation of a primary oil separation unit. - María E. G. Condori; Lucio F. D. Passos; Hugo C. C. Michel; Gustavo Matheus de Almeida; Marcelo Cardoso (Int. J. Simul. Process. Model., 2023)