Gabriel S. Gusmão

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Global Optimization

Temporal Analysis

Maximum Likelihood Estimator

Top Venues

Comput. Chem. Eng.

Publications

Gabriel S. Gusmão, Andrew J. Medford
Maximum-likelihood estimators in physics-informed neural networks for high-dimensional inverse problems. Comput. Chem. Eng. 181 (2024)
Dingqi Nai, Gabriel S. Gusmão, Zachary A. Kilwein, Fani Boukouvala, Andrew J. Medford
Fitting micro-kinetic models to transient kinetics of temporal analysis of product reactors using kinetics-informed neural networks. CoRR (2024)
Adam C. Yonge, Gabriel S. Gusmão, Rebecca Fushimi, Andrew J. Medford
Model-based design of temporal analysis of products (TAP) reactors: A simulated case study in oxidative propane dehydrogenation. CoRR (2023)
Gabriel S. Gusmão, Andrew J. Medford
Maximum-likelihood Estimators in Physics-Informed Neural Networks for High-dimensional Inverse Problems. CoRR (2023)
Gabriel S. Gusmão, Adhika P. Retnanto, Shashwati C. da Cunha, Andrew J. Medford
Kinetics-Informed Neural Networks. CoRR (2020)