Campos, Cristiano, Ronaldo N. Sousa, Hugo A. Armelin, and Marcelo S. Reis. " Modeling cell signaling pathways through universal differential equations and joint inference of first-principle parameters and neural network weights." Anais do XVII Simpósio Brasileiro de Bioinformática, Vitória/ES, 2024. SBC, 2024, pp.211-222.