Supporting the Training of Physics Informed Neural Networks for Seismic Inversion Using Provenance
- Renan Souza
- Andres Codas
- et al.
- 2020
- ACE 2020
Leonardo Guerreiro Azevedo
Overview
Title
Staff Research Scientist, Knowledge Engineer and Distributed Service Architect
Location
IBM Research - Brazil
Rio de Janeiro, Brazil
Bio
Leonardo G. Azevedo has been Research Scientist within IBM Research Brazil since 2013. He is Ph.D. (2005) and MSc. (2001) from PESC/COPPE/UFRJ and Bachelor in Informatics from UFRJ (Rio de Janeiro-Brazil). He was a professor within UniRio (2006 to 2018) and a researcher of the Graduate Program in Informatics (PPGI/UniRio) (2009 to 2018). He has more than 20 years of experience in system development and applied research, working on projects for national and international organizations. His research areas are Distributed Sytems, Service-Oriented Architecture (SOA), Microservices Architecture (MSA), Databases, Provenance, Data Integration, Polystore, Knowledge Engineering, Ontologies, and Business Process Management (BPM).
homepage: http://ibm.biz/leonardo and
CNPq Lattes: http://lattes.cnpq.br/7214791464543522.
Publications
Adding Hyperknowledge-enabled data lineage to a machine learning workflow management system for oil and gas
- Leonardo G. Azevedo
- Renan Souza
- et al.
- 2020
- First Break
An experimental analysis of tools for ontology evolution management
- Jéssica S. Santos
- Viviane T. Silva
- et al.
- 2020
- ICEIS 2020
Analysis of tools for REST contract specification in swagger/OpenAPI
- Jéssica S. Santos
- Leonardo G. Azevedo
- et al.
- 2020
- ICEIS 2020
CogBPMN: Representing human-computer symbiosis in the cognitive era
- 2020
- ICEIS 2020
Experiment workbench: A co-agent for assisting data scientists
- 2020
- ICEIS 2020
Modern federated database systems: An overview
- Leonardo G. Azevedo
- Elton Figueiredo de Souza Soares
- et al.
- 2020
- ICEIS 2020
Implementation of Aspect-oriented Business Process Models with Web Services
- Hercules Sant Ana da Silva Jose
- Claudia Cappelli
- et al.
- 2020
- BISE
Provenance data in the machine learning lifecycle in computational science and engineering
- Renan Souza
- Patrick Valduriez
- et al.
- 2019
- WORKS 2019
Geological data access on a polyglot database using a service architecture
- Leonardo G. Azevedo
- Rodrigo S. Ferreira
- et al.
- 2019
- CBSoft/SBCARS 2019
Patents
Projects
ProvLake
A lineage data management system for tracking data in hybrid cloud deployments.
Top collaborators
RF
Renato Cerqueira
Senior Manager, Knowledge-centric Systems
RM
EF
Elton Soares
Advisory Software Engineer
VS
Vinícius Segura
Research Scientist