The SBCBLab has a solid history of research in the field of Bioinformatics, with several publications in the area. The group has a wide knowledge in the field of Artificial Intelligence, with emphasis on Machine Learning, Metaheuristics and Massively Parallel Processing in the design and development of methods and algorithms for molecular docking problems, protein structure prediction, molecular dynamics, transcriptomic data, systems biology, including analysis of co-expression networks, regulatory networks and protein-protein interaction, and post transnational gene regulation (alternative splicing, miRNAs and lncRNAs).
Prof. Dr. Márcio Dorn
Group LeaderMetaheuristics, Machine Learning, Structural Bioinformatics, Molecular Docking
Prof. Dr. Bruno Feltes
Dept. Biophysics - UFRGSSystem Biology, Molecular Dynamics, Transcriptomic, DNA Repair, Developmental Biology
Dr. Manuel Escalona
PostDoc - INFConservation genomics, Hologenomics, Evolutionary and Comparative Genomics
Bruno Iochins Grisci
Ph.D(c) PPGCMachine Learning, Evolutionary Computing, Bioinformatics, Explainable AI, Feature Selection
Éderson S. M. Pinto
Ph.D(c) PPGBCMMolecular Dynamics Simulation, Structural Bioinformatics, Protein Modeling, Molecular Docking
Mateus Boiani
Ph.D(c) PPGCOptimization, Metaheuristics, Parallel Computing, Structural Bioinformatics
Gabriel Dominico
Ph.D(c) PPGCMultimodal Optimization, Metaheuristics, Machine Learning, Feature Selection
José P. S. Martinez
M.SC.(c) - PPGCMachine Learning, Neuroevolution, Computational Biology, Bioinformatics, AI
Undergraduate Students
Guilherme Fetzer Dorneles
CIC/INF/UFRGS/Brazil
Eduardo Bassani Chandelier
CIC/INF/UFRGS/Brazil
Guests
2020 -
PhD Candidate Sara Socorro Faria
University of Brasilia - DF - Brazil
2019 -
PhD Candidate Stephan Simonis
Karlsruhe Institute of Technology - Germany
2019 -
PhD Candidate Robin Trunk
Karlsruhe Institute of Technology - Germany
2019 -
Prof. Dr. Mario Inostroza-Ponta
University of Santiago de Chile - Chile
2019 -
Dr. Mathias J. Krause
Karlsruhe Institute of Technology - Germany
2018 -
Prof. Dr. Mario Inostroza-Ponta
University of Santiago de Chile - Chile
2018 -
Dr. Manuel Villalobos-Cid
University of Santiago de Chile - Chile
External Colaborators and Friends
DIINF/USACH/Chile
IANM2/KIT/Germany
ICIT/UDP/Chile
CBiot/UFRGS/Brazil
UFCSPA/Brazil
UFCSPA/Brazil
DI/UTFSM/Chile
LIDIC/UNSL/Argentine
LIP6/UPMC/France
LIP6/UPMC/France
DIINF/USACH/Chile
INCT FORENSE/Brazil
UTM/Ecuador
UDESC/Brazil
INCT Forense/EC/PUCRS/Brazil
LCQB/UPMC/France
University of Southampton/England
National University of Ireland Galway / Ireland
LaBacVet/UFRGS/Brazil