Karen Dayana Arias Sandoval
LNCC · Supervisor
Acceleration of thermodynamic equilibrium calculations in reactive transport via taylor K-NN (Provisional topic)
Since 2025Supervision
Students I supervise or co-supervise at LNCC and partner institutions.
Lattes · August 2026
Current supervision
Master’s students
Breno Vieira Sousa
LNCC · Supervisor
Stabilized finite element formulations for CO₂ transport in pipelines (Provisional topic)
Since 2025Laira Lopes Silva
LNCC · Co-supervisor
Computational hydrogeomechanical modeling for cyclic H2 injection (Provisional topic)
Since 2025Rennan Marques de Souza Damasceno
UDESC · Co-supervisor
A data analysis pipeline for automated BSW validation in offshore wells (Provisional topic)
Since 2026Hanna Heloise Heyde
UDESC · Co-supervisor
SINDy-based modeling of pressure drop in offshore production wells (Provisional topic)
Since 2026Marcel de Araujo
UDESC · Co-supervisor
Hybrid modeling of single-phase flow in oilfield injection wells (Provisional topic)
Since 2026Completed supervision
Maurício Prado de Omena Souza
UNICAMP · 2025 · Co-supervisor
Flash Point Modeling with Neural Networks: From a Data-Driven Approach to PINNs.
Master’s students
Natália Kauana Gesser Miotto
UDESC · 2024 · Co-supervisor
Analysis of the impact of impurities in CO2-rich mixtures in CCS/CCUS applications.
Master’s students
Gabriel Xavier Fernandes
UNICAMP · 2026 · Co-supervisor
Neural networks for estimating the density of pure hydrogen
Undergraduate research
Maria Fernanda Marmilli de Alvarenga Campos Franzin
UDESC · 2024 · Co-supervisor
Undergraduate research
Leonardo Augusto Lemos
UDESC · 2024 · Co-supervisor
Undergraduate research
Giovanna Girotto
UDESC · 2024 · Co-supervisor
Undergraduate research
Bernardo Skovronski Woitas
UDESC · 2024 · Co-supervisor
Undergraduate research