Mariano De Paula

Consejo Nacional de Investigaciones Científicas y Técnicas — Argentina

Engineering · Physical Sciences

13h-index946citations51works0.92yr avg
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Research Topics

Advanced Control Systems Optimization(11), Fault Detection and Control Systems(10), Underwater Vehicles and Communication Systems(8), Robotics and Sensor-Based Localization(5), Diabetes Management and Research(5)

Publications51 total

Towards Bioinspired Localization and Mapping with Neuromorphic Computing
2025
Self-adaptive solution for industrial integration of AI-based decision-making systems for industrial flows management
Journal of Industrial Information Integration·2025
SME users in Industry 4.0 Study of the Metalworking Industry in Argentina
CLEI electronic journal·2025Open Access
4DoF Rat-SLAM with Memristive Spiking Neural Networks for UAVs Navigation System
Drones and autonomous vehicles/Drones and Autonomous Vehicles·2025Open Access
Exploring the possibilities of Multi-Agent Reinforcement Learning to solve coordinated cooperative tasks in Flexible manufacturing systems
El Servicio de Difusión de la Creación Intelectual (National University of La Plata)·2025
SME Users in Industry 4.0. Study of the Metalworking Industry in Argentina
Communications in computer and information science·2025
Underwater Rat-SLAM with Memristive Spiking Neural Networks
2024· 1 cited
Simulation-based metaheuristic optimization algorithm for material handling
Journal of Intelligent Manufacturing·2024· 7 cited
Gestión segura de la batería de EVs utilizando aprendizaje por refuerzo
Programación matemática y software·2024Open Access
An improved Soft Actor-Critic strategy for optimal energy management
IEEE Latin America Transactions·2023· 3 cited
Prediction of Biomethane Production of Cheese Whey by Using Artificial Neural Networks
IEEE Latin America Transactions·2023· 5 cited
Intelligent approach for the industrialization of deep learning solutions applied to fault detection
Expert Systems with Applications·2023· 25 cited
Quantum Reinforcement Learning: Analysis of the Influence of the Pqc Architecture, Q-Values and Observables on Agent Learning and Performance
SSRN Electronic Journal·2023Open Access
Visual Odometry with Convolutional Neural Networks for Trajectory Learning in Mobile Robots
SSRN Electronic Journal·2023Open Access
Odometría Visual para Memorización de Trayectorias Subacuáticas
2022 IEEE Biennial Congress of Argentina (ARGENCON)·2022
Sistema inteligente para la detección de fallas basado en redes profundas auto-ajustables
2022 IEEE Biennial Congress of Argentina (ARGENCON)·2022Open Access
ROS-based architecture for fast digital twin development of smart manufacturing robotized systems
Annals of Operations Research·2022· 26 cited
Marine Vehicles Localization Using Grid Cells for Path Integration
OCEANS 2021: San Diego – Porto·2021Open Access
Marine Vehicles Localization Using Grid Cells for Path Integration
arXiv (Cornell University)·2021Open Access
Integration of ROS and Tecnomatix for the development of digital twins based decision-making systems for smart factories
IEEE Latin America Transactions·2021· 13 citedOpen Access
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Frequent Co-authors

Gerardo G. Acosta(27), Ignacio Carlucho(15), Sebastián A. Villar(14), Carolina Saavedra Sueldo(10), Luis Ávila(9), Ernesto Martínez(9), Ivo Pérez Colo(7), Carlos Roberto Sánchez Reinoso(6), Bernardo Manuel Pirozzo(6), Bruno V. Menna(5), Geraldina Roark(5), Alejandro Rozenfeld(3), Sen Wang(2), Yvan Pétillot(2), Franco J. Solari(2), R.H. Buitrago(2), Roberto C. Leegstra(2), Roberto J. de la Vega(2), Luis M. Arrien(2), Hugo Curti(2)