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Eduardo Camponogara

Professor

Universidade Federal de Santa Catarina

Brazil

Research Interests

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Professors in Fluid Mechanics

Articles (19)

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2026

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2023

Collaborators (5)

Eric Antonelo

Professor

Universidade Federal de Santa Catarina

BRAZIL

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Eduardo Gildin

UNITED STATES

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Daniel Coutinho

Professor

Universidade Federal de Santa Catarina

BRAZIL

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Edilson Arruda

Assistant Professor

University of Southampton

UNITED KINGDOM

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Pedro Munari

Associate Professor

Universidade Federal de São Carlos

BRAZIL

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Eduardo Camponogara

Research Interests

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Articles (19)

Physics-Informed Neural Networks for two-phase flow modeling in pipelines with state-dependent properties: Parameter estimation and experiment design

Online Learning Robust Control Design for a Class of Uncertain Nonlinear Systems

Graph neural networks for the offline nanosatellite task scheduling problem

Physics-informed neural control for mitigating flood effects: A case study based on a simulated hydrographic basin

Identifying large-scale linear parameter varying systems with dynamic mode decomposition methods

Physics-Informed Neural Networks for Control of single-phase flow systems governed by partial differential equations

Nested branch-and-price for multi-mode nanosatellite task scheduling with interior-point regularization and GPU acceleration

Physics-Informed Neural Networks with skip connections for modeling and control of gas-lifted oil wells

A ReLU-based linearization approach for maximizing oil production in subsea platforms: An application to flow splitting

Bilinear optimization of protein structure prediction: An exact approach via AB off-lattice model

Optimal Tasks and Heater Scheduling Applied to the Management of CubeSats Battery Lifespan

Neural networks informed by physics for modeling mass flow rate in a production wellbore

Physics-Informed Neural Networks for Modeling Water Flows in a River Channel

Optimal preventive policies for parallel systems using Markov decision process: application to an offshore power plant

MPPT aware task scheduling for nanosatellites using MIP-based ReLU proxy models

A continuous-time formulation for scheduling crude oil operations in a terminal with a refinery pipeline

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model

Derivative-Free Optimization With Proxy Models for Oil Production Platforms Sharing a Subsea Gas Network

Optimizing Operations Sequencing and Demulsifier Injection in Offshore Oil Production Platforms

Collaborators (5)

Eric Antonelo

Eduardo Gildin

Daniel Coutinho

Edilson Arruda

Pedro Munari

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