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
Dr. Bruno Feltes
PostDoc - UFRGSSystem Biology, Molecular Dynamics, Transcriptomic, DNA Repair, Developmental Biology
Dr. Manuel Escalona
PostDoc - INFGenomics, Metagenomics, 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
Bruna O. Missaggia
Ph.D.(c) - PPGBM (Co-orient.)Genetics, Machine Learning, Human and Molecular Evolution
Rafael Diogo Weimer
Ph.D.(c) - PPGBCMData Science, Machine Learning, Interpretability, Biotechnology
Guests
2021 -
Dr. Mathias J. Krause
Karlsruhe Institute of Technology - Germany
2021 -
PhD Candidate Nicolas Hafen
Karlsruhe Institute of Technology - Germany
2021 -
PhD Candidate Adrian Kummerländer
Karlsruhe Institute of Technology - Germany
2021 -
PhD Candidate Dennis Teutscher
Karlsruhe Institute of Technology - Germany
2021 -
Bachelor Student Timo Weckerle
Karlsruhe Institute of Technology - Germany
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
2022 -
Prof. Dr. Mario Inostroza-Ponta
University of Santiago de Chile - Chile
2022 -
Dr. Manuel Villalobos-Cid
University of Santiago de Chile - Chile
2022 -
Dr. Juliana S. Bernardes
Sorbonne University - France
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
LEHM/UFRGS/Brazil
National University of Ireland Galway / Ireland
LaBacVet/UFRGS/Brazil