Felipe Rocha

According to our database, Felipe Rocha authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Data-driven methods for computational mechanics: A fair comparison between neural networks based and model-free approaches.

Martin Zlatic, Felipe Rocha, Laurent Stainier, Marko Canadija

CoRR, 2024

A Descriptive and Predictive Analysis Tool for Criminal Data: A Case Study from Brazil.

Yan Andrade, Matheus Pimenta, Gabriel Amarante, Antônio Hot Faria, Marcelo Vilas-Boas, João Paulo da Silva, Felipe Rocha, Jamicel da Silva, Wagner Meira Jr., George Teodoro, Leonardo Rocha, Renato Ferreira

Proceedings of the Computational Science and Its Applications - ICCSA 2024, 2024

2023

DeepBND: A machine learning approach to enhance multiscale solid mechanics.

Felipe Rocha, Simone Deparis, Pablo Antolin, Annalisa Buffa

J. Comput. Phys., April, 2023

2021

Evaluating Machine Learning Classifiers for Prediction in an IoT-based Smart Building System.

Felipe Rocha, Everton Cavalcante, Thaís Batista, Daniel Araújo

Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

2019

Energy Efficiency in Smart Buildings: An IoT-Based Air Conditioning Control System.

Felipe Rocha, Lucas Cristiano Dantas, Luís Felipe Santos, Samela Ferreira, Bruna Soares, Alan Fernandes, Everton Cavalcante, Thaís Batista

Proceedings of the Internet of Things. A Confluence of Many Disciplines, 2019