A Research Agenda for Iterative Approaches to Inverse Problems Using Evolutionary Computation. - Pedro Paulo Balbi de Oliveira; Fernando Manuel Ramos; R. C. Gatto; Haroldo F. de Campos Velho; Stephan Stephany; P. L. K. G. Navarro; Phil Husbands; Inman Harvey (International Conference on Evolutionary Computation, 1996)

A Parallel Implementation of the LTSn Method for a Radiative Transfer Problem. - Roberto Pinto Souto; Haroldo F. de Campos Velho; Stephan Stephany; Airam Jonatas Preto; Cynthia F. Segatto; Marco Túllio M. B. de Vilhena (SBAC-PAD, 2003)

Reconstruction of Chlorophyll Concentration Profile in Offshore Ocean Water using a Parallel Ant Colony Code. - Roberto Pinto Souto; Haroldo F. de Campos Velho; Stephan Stephany; Sandra A. Sandri (Hybrid Metaheuristics, 2004)

Parallel Implementation of a Lagrangian Stochastic Model for Pollution Dispersion. - Débora Regina Robérti; Roberto Pinto Souto; Haroldo F. de Campos Velho; Gervásio Annes Degrazia; Domenico Anfossi (SBAC-PAD, 2004)

A multilayer perceptron approach for the retrieval of vertical temperature profiles from satellite radiation data. - Elcio H. Shiguemori; Jose Demisio S. da Silva; Haroldo F. de Campos Velho; João C. Carvalho (IJCNN, 2005)

Parallel Implementation of a Lagrangian Stochastic Model for Pollutant Dispersion. - Débora Regina Robérti; Roberto Pinto Souto; Haroldo F. de Campos Velho; Gervásio Annes Degrazia; Domenico Anfossi (Int. J. Parallel Program., 2005)

Criteria for mixed grids in computational fluid dynamics. - Erwin Doescher; Haroldo F. de Campos Velho; Fernando Manuel Ramos (Math. Comput. Simul., 2006)

Reconstruction of vertical profiles of the absorption and scattering coefficients from multispectral radiances. - Roberto Pinto Souto; Haroldo F. de Campos Velho; Stephan Stephany (Math. Comput. Simul., 2006)

Processing Mesoscale Climatology in a Grid Environment. - Roberto Pinto Souto; Rafael Bohrer Ávila; Philippe Olivier Alexandre Navaux; M. X. Py; Tiarajú Asmuz Diverio; Haroldo F. de Campos Velho; Stephan Stephany; Airam Jonatas Preto; Jairo Panetta; Eduardo Rocha Rodrigues; E. S. Almeida; Pedro Leite da Silva Dias; et al. (CCGRID, 2007)

Atmospheric temperature retrieval from satellite data: new non-extensive artificial neural network approach. - Elcio Hideiti Shiguemori; Haroldo F. de Campos Velho; José Demísio Simões da Silva (SAC, 2008)

Atmospheric temperature retrieval using a Radial Basis Function Neural Network. - Elcio Hideiti Shiguemori; José Demísio Simões da Silva; Haroldo F. de Campos Velho; Jonas C. Carvalho (Int. J. Inf. Commun. Technol., 2008)

Particle swarm optimization with turbulence (PSOT) applied to thermal-vacuum modelling. - Ernesto Araujo; Fernando P. A. Araujo; José Carlos Becceneri; Haroldo Fraga de Campos Velho (FUZZ-IEEE, 2009)

Neural-estimator for the surface emission rate of atmospheric gases - F. F. Paes; Haroldo Fraga de Campos Velho (CoRR, 2009)

Extreme event dynamics in the formation of galaxy-sized dark matter structures. - Reinaldo R. Rosa; Fernando Manuel Ramos; Cesar A. Caretta; Haroldo F. de Campos Velho (Comput. Phys. Commun., 2009)

Multiple Particle Collision Algorithm Applied to Radiative Transference and Pollutant Localization Inverse Problems. - Eduardo Fávero Pacheco da Luz; José Carlos Becceneri; Haroldo Fraga de Campos Velho (IPDPS Workshops, 2011)

A committee of MLP with adaptive slope parameter trained by the quasi-Newton method to solve problems in hydrologic optics. - Fábio Dall Cortivo; Ezzat S. Chalhoub; Haroldo F. de Campos Velho (IJCNN, 2012)

A two-level procedure based on genetic algorithms to optimize an aeronautical composite structure. - Leonardo Dagnino Chiwiacowsky; Paolo Gasbarri; Riccardo Monti; Haroldo F. de Campos Velho; Arthur Tórgo Gómez (SAC, 2012)

A Fast Poisson Solver for Hybrid Reconfigurable System. - Vitor Gomes 001; Haroldo Fraga de Campos Velho; Andrea Charão (ARC, 2013)

Challenges for mesoscale climatology execution on experimental grid computing systems. - Eugenio Sper de Almeida; Haroldo Fraga de Campos Velho; Airam Jonatas Preto (J. Braz. Comput. Soc., 2013)

Optimization of feedforward neural network by Multiple Particle Collision Algorithm. - Juliana Aparecida Anochi; Haroldo F. de Campos Velho (FOCI, 2014)

The fault diagnosis inverse problem with Ant Colony Optimization and Ant Colony Optimization with dispersion. - Lídice Camps Echevarría; Haroldo Fraga de Campos Velho; José Carlos Becceneri; Antônio José da Silva Neto; Orestes Llanes-Santiago (Appl. Math. Comput., 2014)

Neural network and fuzzy logic statistical downscaling of atmospheric circulation-type specific weather pattern for rainfall forecasting. - María Cleofé Valverde; Ernesto Araujo; Haroldo F. de Campos Velho (Appl. Soft Comput., 2014)

Data Assimilation by Artificial Neural Networks for an Atmospheric General Circulation Model: Conventional Observation. - Rosângela Saher Corrêa Cintra; Haroldo F. de Campos Velho (CoRR, 2014)

Un enfoque al diagnóstico de fallos aplicando meta heurísticas: nueva variante del algoritmo Evolución Diferencial. - Lídice Camps Echevarría; Orestes Llanes-Santiago; Antônio José da Silva Neto; Haroldo Fraga de Campos Velho (Computación y Sistemas, 2014)

A proposal for regime change/duration classification in chaotic systems. - Priscilla de Abreu Lopes; Ivana Yoshie Sumida; Heloisa A. Camargo; Haroldo F. de Campos Velho; Sandra A. Sandri (IFSA-EUSFLAT, 2015)

Estimation of UAV position using LiDAR images for autonomous navigation over the ocean. - José R. G. Braga; Haroldo F. de Campos Velho; Elcio H. Shiguemori (ICST, 2015)

Estimation of UAV position with use of thermal infrared images. - Wanessa da Silva; Elcio Hideiti Shiguemori; Nandamudi Lankalapalli Vijaykumar; Haroldo Fraga de Campos Velho (ICST, 2015)

Estimation of Tumor Size Evolution Using Particle Filters. - Jose M. J. Costa; Helcio R. B. Orlande; Haroldo Fraga de Campos Velho; Suani Tavares Rubim de Pinho; George S. Dulikravich; Renato M. Cotta; Silvio H. da Cunha Neto (J. Comput. Biol., 2015)

An image matching system for autonomous UAV navigation based on neural network. - José R. G. Braga; Haroldo F. de Campos Velho; Gianpaolo Conte; Patrick Doherty 001; Elcio H. Shiguemori (ICARCV, 2016)

Tracking the model: Data assimilation by artificial neural network. - Rosângela Saher Corrêa Cintra; Haroldo F. de Campos Velho; Steven Cocke (IJCNN, 2016)

Helmholtz-Hodge decomposition and the analysis of 2D vector field ensembles. - Paula Ceccon Ribeiro; Haroldo Fraga de Campos Velho; Hélio Lopes 001 (Comput. Graph., 2016)

Image matching applied to autonomous navigation of unmanned aerial vehicles. - Carlos Anderson Oliveira Silva; Gustavo Augusto Mascarenhas Goltz; Elcio Hideiti Shiguemori; Cristiano Leite de Castro; Haroldo F. de Campos Velho; Antônio de Pádua Braga (Int. J. High Perform. Syst. Archit., 2016)

Weightless neural systems for deforestation surveillance and image-based navigation of UAVs in the Amazon forest. - Eduardo S. Ribeiro; Vitor A. M. F. Torres; Brayan James; Mateus T. Braga; Elcio H. Shiguemori; Haroldo F. de Campos Velho; Luiz C. B. Torres; Antônio P. Braga (ESANN, 2019)

Fault Diagnosis Inverse Problems: Solution with Metaheuristics - Lídice Camps Echevarría; Orestes Llanes-Santiago; Haroldo Fraga de Campos Velho; Antônio José da Silva Neto (Springer, 2019)

Combined weightless neural network FPGA architecture for deforestation surveillance and visual navigation of UAVs. - Vitor A. M. F. Torres; Brayan Rene Acevedo Jaimes; Eduardo S. Ribeiro; Mateus T. Braga; Elcio H. Shiguemori; Haroldo F. de Campos Velho; Luiz C. B. Torres; Antônio P. Braga (Eng. Appl. Artif. Intell., 2020)

Tree Crown Delineation Algorithm Based on a Convolutional Neural Network. - José R. G. Braga; Vinícius Peripato; Ricardo Dalagnol; Matheus Pinheiro Ferreira; Yuliya Tarabalka; Luiz E. O. C. Aragão; Haroldo F. de Campos Velho; Elcio H. Shiguemori; Fabien Hubert Wagner (Remote. Sens., 2020)

A Damage Detection Method Using Neural Network Optimized by Multiple Particle Collision Algorithm. - Sergio V. Farias; Osamu Saotome; Haroldo F. de Campos Velho; Elcio H. Shiguemori (J. Sensors, 2021)

Machine Learning for Climate Precipitation Prediction Modeling over South America. - Juliana Aparecida Anochi; Vinícius Albuquerque de Almeida; Haroldo Fraga de Campos Velho (Remote. Sens., 2021)

Automatic Position Estimation Based on Lidar × Lidar Data for Autonomous Aerial Navigation in the Amazon Forest Region. - Roberto Neves Salles; Haroldo Fraga de Campos Velho; Elcio Hideiti Shiguemori (Remote. Sens., 2022)

Data Assimilation by Neural Network for Ocean Circulation: Parallel Implementation. - Haroldo F. de Campos Velho; Helaine Cristina Morais Furtado; Sabrina B. M. Sambatti; Carla Barros Osthoff Ferreira de Barros; Maria E. S. Welter; Roberto Pinto Souto; Diego Carvalho 001; Douglas de O. Cardoso (Supercomput. Front. Innov., 2022)

Data assimilation by cellular neural network applied to Lorenz-63 system. - César Magno Leite de Oliveira Júnior; Antonio Mauro Saraiva; Alexandre Cláudio Botazzo Delbem; Haroldo Fraga de Campos Velho; Gerônimo Gallarreta Zubiaurre Lemos; Fabrício Pereira Härter (J. Comput. Sci., 2025)