Thiago G Ritto

Thiago G Ritto

Universidade Federal do Rio de Janeiro

H-index: 24

Latin America-Brazil

About Thiago G Ritto

Thiago G Ritto, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at Universidade Federal do Rio de Janeiro, specializes in the field of uncertainty quantification, drill string dynamics, nonlinear and coupled dynamics, rotordynamics, machine learning and digital t.

His recent articles reflect a diverse array of research interests and contributions to the field:

Domain adaptation of population-based of bolted joint structures for loss detection of tightening torque

Reduced-order modeling in rotordynamics and its robustness to random matrix perturbation

Application of random matrix theory combined with the singular value decomposition to journal bearings uncertainty analysis

ABC for model selection and parameter estimation of drill-string bit-rock interaction models and stochastic stability

Reinforcement learning and approximate Bayesian computation (RL-ABC) for model selection and parameter calibration of time-varying systems

Quantificação de incertezas em modelos epidêmicos mecanicistas

Uncertainty Quantification in Mechanistic Epidemic Models

A data-driven uncertainty quantification framework for mechanistic epidemic models

Thiago G Ritto Information

University

Position

___

Citations(all)

1967

Citations(since 2020)

1193

Cited By

1172

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

45

i10Index(since 2020)

33

Email

University Profile Page

Universidade Federal do Rio de Janeiro

Google Scholar

View Google Scholar Profile

Thiago G Ritto Skills & Research Interests

uncertainty quantification

drill string dynamics

nonlinear and coupled dynamics

rotordynamics

machine learning and digital t

Top articles of Thiago G Ritto

Title

Journal

Author(s)

Publication Date

Domain adaptation of population-based of bolted joint structures for loss detection of tightening torque

ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg

Samuel da Silva

Marcus Omori Yano

Rafael de Oliveira Teloli

Gaël Chevallier

Thiago G Ritto

2024/3/1

Reduced-order modeling in rotordynamics and its robustness to random matrix perturbation

Aldemir A Cavallini Jr

Raphael Timbó

Leonardo V Pereira

2024/2

Application of random matrix theory combined with the singular value decomposition to journal bearings uncertainty analysis

Journal of the Brazilian Society of Mechanical Sciences and Engineering

Rodrigo M Oliveira

David JG Maldonado

Anas Batou

Thiago G Ritto

2023/4

ABC for model selection and parameter estimation of drill-string bit-rock interaction models and stochastic stability

Journal of Sound and Vibration

Daniel A Castello

Thiago G Ritto

2023/3/17

Reinforcement learning and approximate Bayesian computation (RL-ABC) for model selection and parameter calibration of time-varying systems

Mechanical Systems and Signal Processing

TG Ritto

S Beregi

DAW Barton

2023/10/1

Quantificação de incertezas em modelos epidêmicos mecanicistas

Americo Cunha Jr

David AW Barton

Thiago Ritto

2023/9/18

Uncertainty Quantification in Mechanistic Epidemic Models

Americo Cunha Jr

David AW Barton

Thiago Ritto

2023/8/14

A data-driven uncertainty quantification framework for mechanistic epidemic models

A. Cunha Jr

D. A. W. Barton

T. G. Ritto

2023/6/19

Modeling of hydrodynamic bearings with a novel boundary parameterization approach

Journal of the Brazilian Society of Mechanical Sciences and Engineering

JA Mota

DJG Maldonado

JV Valério

TG Ritto

2022/5

Stochastic model of the human middle ear using a nonparametric probabilistic approach

The Journal of the Acoustical Society of America

Lucas C Lobato

Stephan Paul

Júlio A Cordioli

Thiago G Ritto

2022/3/1

On the stochastic bit–rock interaction disturbances and its effects on the performance of two commercial control strategies used in drill strings

Mechanical Systems and Signal Processing

DM Lobo

TG Ritto

DA Castello

A Batou

2022/2/1

Uncertainty and global sensitivity analysis of wind turbines fatigue in non-ideal conditions

Journal of Vibration Engineering & Technologies

Bruno M Mazetto

Thiago G Ritto

2022/9

A cross-entropy approximate Bayesian computation framework for uncertainty quantification on mechanistic epidemic models

A. Cunha Jr

D. A. W. Barton

T. G. Ritto

2022/8/19

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

Mechanical Systems and Signal Processing

TG Ritto

K Worden

DJ Wagg

FA Rochinha

P Gardner

2022/7/1

Proper orthogonal decomposition and smooth orthogonal decomposition approaches for pattern recognition: Application to a gas turbine rub-impact fault

Journal of Sound and Vibration

LV Pereira

TG Ritto

2021/10/27

Bayesian model identification of higher-order frequency response functions for structures assembled by bolted joints

Mechanical Systems and Signal Processing

Rafael de O Teloli

Samuel da Silva

Thiago G Ritto

Gaël Chevallier

2021/4

Probabilistic model for non-proportional damping in structural dynamics

Journal of Sound and Vibration

LP Volpi

TG Ritto

2021/8/18

Uncertainty analysis of heart dynamics using Random Matrix Theory

International Journal of Non-Linear Mechanics

Augusto Cheffer

Thiago G Ritto

Marcelo A Savi

2021/3/1

Support vector machines applied to torsional vibration severity in drill strings

Journal of the Brazilian Society of Mechanical Sciences and Engineering

EF Caballero

DM Lobo

MV Di Vaio

ECCM Silva

TG Ritto

2021/8

A stochastic analysis of the coupled lateral–torsional drill string vibration

Nonlinear Dynamics

Lucas P Volpi

Daniel M Lobo

Thiago G Ritto

2021/1

See List of Professors in Thiago G Ritto University(Universidade Federal do Rio de Janeiro)

Co-Authors

H-index: 34
Rubens Sampaio

Rubens Sampaio

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 23
Jose Roberto de França Arruda

Jose Roberto de França Arruda

Universidade Estadual de Campinas

H-index: 20
Luiz C.S Nunes

Luiz C.S Nunes

Universidade Federal Fluminense

H-index: 19
Fernando Alves Rochinha

Fernando Alves Rochinha

Universidade Federal do Rio de Janeiro

H-index: 15
Adriano Todorovic Fabro

Adriano Todorovic Fabro

Universidade de Brasília

H-index: 4
William Pinto Hernandez

William Pinto Hernandez

Universidade Federal do Rio de Janeiro

academic-engine