Gabriel S. Gusmão

According to our database, Gabriel S. Gusmão authored at least 5 papers between 2020 and 2024.

Collaborative distances:

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

2024

Maximum-likelihood estimators in physics-informed neural networks for high-dimensional inverse problems.

Gabriel S. Gusmão, Andrew J. Medford

Comput. Chem. Eng., February, 2024

Neural-network representations of chemical kinetics.

Gabriel S. Gusmão

PhD thesis, 2024

Fitting micro-kinetic models to transient kinetics of temporal analysis of product reactors using kinetics-informed neural networks.

Dingqi Nai, Gabriel S. Gusmão, Zachary A. Kilwein, Fani Boukouvala, Andrew J. Medford

CoRR, 2024

2023

Model-based design of temporal analysis of products (TAP) reactors: A simulated case study in oxidative propane dehydrogenation.

Adam C. Yonge, Gabriel S. Gusmão, Rebecca Fushimi, Andrew J. Medford

CoRR, 2023

2020

Kinetics-Informed Neural Networks.

Gabriel S. Gusmão, Adhika P. Retnanto, Shashwati C. da Cunha, Andrew J. Medford

CoRR, 2020