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Optimization, Heat and mass transfer, Energy, Renewable energy, Machine Learning, Turbulence flow
Brazil

Biography

Viviana Cocco Mariani holds a Bachelor's degree in Mathematics from the Federal University of Santa Maria (UFSM), a Master's degree in Computer Science from the Federal University of Santa Catarina (UFSC), and a PhD in Mechanical Engineering from the same institution. Additionally, completed a postdoctoral fellowship at the University of Padua (UNIPD) in Italy. Currently, she is a professor at the Department of Electrical Engineering at the Federal University of Paraná (UFPR) and also teaches in the Graduate Program in Mechanical Engineering at UFPR. The main research interests lie in the field of energy, particularly renewable energy sources such as wind and solar power, among others. Moreover, she is deeply involved in data science, focusing on prediction, regression, and classification tasks using statistical models and machine learning techniques. Throughout her career, she has worked on optimization techniques to improve efficiency and accuracy in engineering-related projects.

Activities

Employment (2)

Federal University of Paraná: Curitiba, Paraná, BR

1999-07-21 to present (Electrical Engineering)
Employment
Source: Self-asserted source
Viviana Cocco Mariani

Pontifícia Universidade Católica do Paraná: Curitiba, PR, BR

2002-08-01 to 2024-04-02 | associate professor (Mechanical Engineering)
Employment
Source: Self-asserted source
Viviana Cocco Mariani

Professional activities (1)

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior: Brasilia, Distrito Federal, BR

2024-10-03 | TIME SERIES FORECASTING BASED ON ENSEMBLE LEARNING METHODS APPLIED TO AGRIBUSINESS, EPIDEMIOLOGY, ENERGY DEMAND, AND RENEWABLE ENERGY (Prêmio Capes de Tese - 2022 Edition - Honorable Mention - ENGENHARIAS III - Co-supervisor)
Distinction
Source: check_circle
CAPES

Peer review (3454 reviews for 194 publications/grants)

Review activity for Acta Polytechnica. (1)
Review activity for Advanced control for applications. (2)
Review activity for Advanced theory and simulations. (3)
Review activity for AI. (1)
Review activity for AIMS bioengineering. (2)
Review activity for AIMS mathematics. (2)
Review activity for AIMS public health. (1)
Review activity for Applications in energy and combustion science. (6)
Review activity for Applied artificial intelligence : (1)
Review activity for Applied energy (12)
Review activity for Applied energy. (29)
Review activity for Applied intelligence. (28)
Review activity for Applied intelligence. (52)
Review activity for Applied sciences. (6)
Review activity for Applied soft computing. (84)
Review activity for Applied soft computing. (153)
Review activity for Applied thermal engineering. (18)
Review activity for Applied thermal engineering. (34)
Review activity for Archives of Electrical Engineering. (7)
Review activity for Artificial intelligence review. (1)
Review activity for Automation in construction. (2)
Review activity for Automation in construction. (3)
Review activity for Axioms. (2)
Review activity for Biofuels, bioproducts & biorefining : (4)
Review activity for BioMed research international. (2)
Review activity for Biosafety and health. (2)
Review activity for Building and environment. (4)
Review activity for Building and environment. (5)
Review activity for Buildings. (2)
Review activity for Chaos, solitons & fractals. (12)
Review activity for Chaos, solitons and fractals. (2)
Review activity for Ciência e Agrotecnologia. (2)
Review activity for Cogent engineering. (1)
Review activity for Compel. (8)
Review activity for Complexity (5)
Review activity for Computational intelligence and neuroscience. (1)
Review activity for Computer methods in applied mechanics and engineering. (1)
Review activity for Computer methods in applied mechanics and engineering. (1)
Review activity for Computers & electrical engineering. (13)
Review activity for Computers & electrical engineering. (13)
Review activity for Computers & industrial engineering. (5)
Review activity for Computers & operations research. (3)
Review activity for Computers in biology and medicine. (7)
Review activity for Computers in industry. (3)
Review activity for Computers in industry. (3)
Review activity for Computers, materials & continua : (1)
Review activity for Critical reviews in food science & nutrition. (2)
Review activity for Data & knowledge engineering. (1)
Review activity for Decision analytics journal. (4)
Review activity for Deep sea research. (3)
Review activity for Deep-sea research. (3)
Review activity for Discover Applied Sciences. (2)
Review activity for Discrete dynamics in nature and society. (3)
Review activity for Electric power systems research. (7)
Review activity for Electric power systems research. (5)
Review activity for Electronics letters. (1)
Review activity for Electronics. (5)
Review activity for Energies. (6)
Review activity for Energy 360. (1)
Review activity for Energy and AI. (1)
Review activity for Energy and buildings. (6)
Review activity for Energy and buildings. (6)
Review activity for Energy conversion and management. (8)
Review activity for Energy conversion and management. (15)
Review activity for Energy nexus. (5)
Review activity for Energy reports. (25)
Review activity for Energy science & engineering. (1)
Review activity for Energy. (83)
Review activity for Energy. (95)
Review activity for Engineering applications of artificial intelligence. (111)
Review activity for Engineering applications of artificial intelligence. (272)
Review activity for Engineering applications of computational fluid mechanics (3)
Review activity for Engineering computations. (2)
Review activity for Engineering optimization. (5)
Review activity for Entropy : (4)
Review activity for Environmental research. (11)
Review activity for Environmental science and pollution research international (6)
Review activity for Evolving systems. (30)
Review activity for Evolving systems. (62)
Review activity for Expert systems with applications. (265)
Review activity for Expert systems with applications. (337)
Review activity for Frontiers in public health. (1)
Review activity for Fuel. (8)
Review activity for Fuel. (8)
Review activity for Future virology. (1)
Review activity for Fuzzy information and engineering. (1)
Review activity for Heliyon. (95)
Review activity for IEEE access : (30)
Review activity for IEEE intelligent systems. (1)
Review activity for IEEE sensors journal. (1)
Review activity for IEEE transactions on emerging topics in computational intelligence. (1)
Review activity for IEEE transactions on knowledge and data engineering. (1)
Review activity for IEEE transactions on power systems : (20)
Review activity for IEEE/CAA journal of automatica sinica. (1)
Review activity for IET generation, transmission & distribution. (1)
Review activity for IET image processing / (1)
Review activity for Indoor air. (3)
Review activity for Information sciences. (4)
Review activity for Information sciences. (4)
Review activity for Information. (1)
Review activity for Intelligence-based medicine. (1)
Review activity for Intelligent systems with applications. (1)
Review activity for International communications in heat and mass transfer. (2)
Review activity for International communications in heat and mass transfer. (15)
Review activity for International journal of ambient energy. (1)
Review activity for International journal of applied and computational mathematics. (2)
Review activity for International journal of automation and control. (3)
Review activity for International journal of bio-inspired computation. (1)
Review activity for International journal of computational intelligence studies. (2)
Review activity for International journal of computers & applications. (1)
Review activity for International journal of electrical power & energy systems. (11)
Review activity for International journal of energy research. (1)
Review activity for International journal of green energy. (2)
Review activity for International Journal of Heat and Mass Transfer. (1)
Review activity for International journal of heat and mass transfer. (6)
Review activity for International journal of image and graphics. (2)
Review activity for International journal of information technology & decision making. (1)
Review activity for International journal of intelligent systems (3)
Review activity for International journal of mathematics and mathematical sciences. (3)
Review activity for International journal of photoenergy. (1)
Review activity for International journal of power and energy conversion. (5)
Review activity for International journal of sensors, wireless communications and control. (2)
Review activity for International journal of thermal sciences. (8)
Review activity for International journal, advanced manufacturing technology. (37)
Review activity for International transactions on electrical energy systems. (1)
Review activity for IRBM. (1)
Review activity for Journal of ambient intelligence & humanized computing (4)
Review activity for Journal of ambient intelligence and humanized computing. (8)
Review activity for Journal of applied and computational mechanics. (2)
Review activity for Journal of biomedical informatics. (2)
Review activity for Journal of building engineering. (10)
Review activity for Journal of computational design and engineering (4)
Review activity for Journal of electrical and computer engineering. (1)
Review activity for Journal of energy and power technology. (2)
Review activity for Journal of engineering, design and technology. (9)
Review activity for Journal of environmental management. (2)
Review activity for Journal of environmental management. (6)
Review activity for Journal of food processing and preservation. (1)
Review activity for Journal of marine science and engineering. (2)
Review activity for Journal of mathematics. (5)
Review activity for Journal of process control. (2)
Review activity for Journal of systems science and complexity. (1)
Review activity for Journal of the Brazilian Society of Mechanical Sciences and Engineering. (2)
Review activity for Journal of the Brazilian Society of Mechanical Sciences and Engineering. (5)
Review activity for Knowledge-based systems. (8)
Review activity for Knowledge-based systems. (7)
Review activity for Machine learning with applications. (1)
Review activity for Machines. (1)
Review activity for Mathematical biosciences and engineering. (1)
Review activity for Mathematical methods in the applied sciences. (1)
Review activity for Mathematical problems in engineering. (4)
Review activity for Mathematics. (1)
Review activity for Measurement. (7)
Review activity for Measurement. (7)
Review activity for Mechanical sciences. (6)
Review activity for Multimedia tools and applications. (214)
Review activity for Multimedia tools and applications. (304)
Review activity for Neural computing & applications. (46)
Review activity for Neural computing & applications. (93)
Review activity for Neurocomputing. (1)
Review activity for Neurocomputing. (1)
Review activity for Numerical heat transfer. (2)
Review activity for Ocean modelling. (6)
Review activity for PloS one. (1)
Review activity for Proceedings of ... International Joint Conference on Neural Networks (16)
Review activity for Proceedings of the Institution of Mechanical Engineers. (1)
Review activity for Proceedings. (1)
Review activity for Qeios. (1)
Review activity for Renewable & sustainable energy reviews. (3)
Review activity for Renewable & sustainable energy reviews. (3)
Review activity for Renewable energy. (50)
Review activity for Renewable energy. (41)
Review activity for Results in engineering. (4)
Review activity for Science talks. (2)
Review activity for Scientia iranica (3)
Review activity for Scientific African. (1)
Review activity for Sensors. (1)
Review activity for Smart science. (1)
Review activity for SN Applied Sciences (10)
Review activity for Soft computing. (30)
Review activity for Soft computing. (53)
Review activity for SoftwareX. (1)
Review activity for Solar energy. (3)
Review activity for Sustainability. (4)
Review activity for Sustainable cities and society. (4)
Review activity for Sustainable cities and society. (32)
Review activity for Sustainable energy technologies and assessments. (1)
Review activity for Sustainable energy technologies and assessments. (7)
Review activity for Swarm and evolutionary computation. (12)
Review activity for The Engineering economist. (2)
Review activity for The European physical journal plus. (43)
Review activity for The international journal of advanced manufacturing technology. (63)
Review activity for Thermal Science (1)
Review activity for TheScientificWorldjournal. (37)