Fernando A. Rochinha - Publications, H-index & Citations

Fernando A. Rochinha

federal university of rio de janeiro

19H指数

264论文数

1.6K被引数

收录论文 28

发表时间

Hybrid DeepONet Surrogates for Multiphase Flow in Porous Media 多孔介质中多相流问题的混合DeepONet代理模型

Journal of Computational Physics

IF3.8

2026-04-29

PREAI

Ezequiel S. Santos; Gabriel F. Barros; Amanda C.N. Oliveira; Rômulo M. Silva; Rodolfo S.M. Freitas; Dakshina M. Valiveti; Xiao-Hui Wu; Fernando A. Rochinha; Alvaro L.G.A. Coutinho

Pathways to sustainable fuel design from a probabilistic deep learning perspective 从概率深度学习的角度探讨可持续燃料设计的路径

Advances in Applied Energy

IF13.8

2025-06-11

OAAI

Rodolfo S.M. Freitas; Zhihao Xing; Fernando A. Rochinha; Roger F. Cracknell; Daniel Mira; Nader Karimi; Xi Jiang

Advances in data-driven reduced order models using two-stage dimension reduction for coupled viscous flow and transport 基于两阶段降维的数据驱动降阶模型在耦合粘性流与输运领域的研究进展

FINITE ELEMENTS IN ANALYSIS AND DESIGN

IF3.5

2025-06-01

PREAI

Velho, Roberto M.; Cortes, Adriano M. A.; Barros, Gabriel F.; Rochinha, Fernando A.; Coutinho, Alvaro L. G. A.

Bayesian uncertainty estimation of adsorption closure models in the computational simulation of contaminant transport 吸附闭合模型在污染物运移计算模拟中的贝叶斯不确定性估计

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2025-04-01

OAAI

Freitas, Rodolfo S. M.; Honigbaum, Jacques; Zio, Soulemayne; Guerra, Gabriel M.; Rochinha, Fernando A.

A bi-fidelity model for hydraulic fracturing

INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

IF3.6

2023-11-15

PREAI

Zio, Souleymane; Rochinha, Fernando A.

Towards predicting liquid fuel physicochemical properties using molecular dynamics guided machine learning models 使用分子动力学指导的机器学习模型预测液体燃料的理化性质

FUEL

IF7.5

2022-12-01

OAAI

Freitas, Rodolfo S. M.; Lima, Agatha P. F.; Chen, Cheng; Rochinha, Fernando A.; Mira, Daniel; Jiang, Xi

A transfer learning-based digital twin for detecting localised torsional friction in deviated wells

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-07-01

PREAI

Ritto, T. G.; Worden, K.; Wagg, D. J.; Rochinha, F. A.; Gardner, P.

Digital twin, physics-based model, and machine learning applied to damage detection in structures

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2021-06-01

172

OAAI

Ritto, T. G.; Rochinha, F. A.

Parametric and model uncertainties induced by reduced order chemical mechanisms for biogas combustion

CHEMICAL ENGINEERING SCIENCE

IF4.3

2020-12-01

OAAI

Freitas, Rodolfo S. M.; Rochinha, Fernando A.; Mira, Daniel; Jiang, Xi

A workflow for seismic imaging with quantified uncertainty

COMPUTERS & GEOSCIENCES

IF4.4

2020-12-01

OAAI

Barbosa, Carlos H. S.; Kunstmann, Liliane N. O.; Silva, Romulo M.; Alves, Charlan D. S.; Silva, Bruno S.; Filho, Djalma M. S.; Mattoso, Marta; Rochinha, Fernando A.; Coutinho, Alvaro L. G. A.

Bayesian assessment of uncertainty in viscosity closure models for turbidity currents computations

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2018-12-01

PREAI

Zio, Souleymane; da Costa, Henrique F.; Guerra, Gabriel M.; Paraizo, Paulo L. B.; Camata, Jose J.; Elias, Renato N.; Coutinho, Alvaro L. G. A.; Rochinha, Fernando A.

An enhanced ensemble Kalman filter scheme incorporating model error in sequential coupling between flow and geomechanics

INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

IF3.6

2018-11-12

PREAI

Caballero, Edison; Rochinha, Fernando A.; Borges, Marcio; Murad, Marcio A.

Data-centric iteration in dynamic workflows

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2015-05-01

OAAI

Dias, Jonas; Guerra, Gabriel; Rochinha, Fernando; Coutinho, Alvaro L. G. A.; Valduriez, Patrick; Mattoso, Marta