Antoni Morell

Universitat Autònoma de Barcelona — Spain

Engineering · Physical Sciences

22h-index1.6kcitations115works0.62yr avg
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Research Topics

Fault Detection and Control Systems(16), Energy Efficient Wireless Sensor Networks(15), Indoor and Outdoor Localization Technologies(14), Advanced Wireless Network Optimization(13), Cooperative Communication and Network Coding(9)

Publications115 total

Enhanced Scheduled Sampling Training Framework for ANN-Based PID Control of a Continuous Stirred-Tank Reactor
2025
Hardware-In-the-Loop Simulation of BSM1 Using Speedgoat for Evaluating ANN-Based Control Strategies
2025· 1 cited
Enhancement Review of the Collective Self-Consumption based Energy Communities: Insights from a Spain-based Case
2025
Online Bayesian Inference for Real-Time PV Forecasting and Efficiency Estimation
2025
Predicting transfer learning suitability in ANN-based control of FOPDT industrial processes
Journal of Process Control·2025Open Access
SDRPLAY – LEARNING COMMUNICATIONS BY PLAYING WITH SOFTWARE DEFINED RADIOS
ICERI proceedings·2024
Scheduled Sampling Training Framework for ANN-Based PID Control
2024· 2 cited
Mercado de trabajo y estrategias de valorización
Revista Española de Investigaciones Sociológicas·2024Open Access
Memristor Crossbar Array Simulation for Deep Learning Applications
IEEE Transactions on Nanotechnology·2024· 2 citedOpen Access
Learning on Scarce Data for Industrial Control: a Transfer Learning approach
2023· 1 cited
Deep Supervised Learning based Feature Extraction and PID tuning for Stable Second Order Mechanical Systems
2023
A Mutual-Information based Transfer Suitability Metric for Industrial Control
2023· 2 cited
#4640 PREDICTION OF CHRONIC KIDNEY DISEASE PROGRESSSION WITH ARTIFICIAL INTELLIGENCE: A CHALLENGE WITHIN OUR REACH
Nephrology Dialysis Transplantation·2023Open Access
Transfer Learning in wastewater treatment plants control: Measuring the transfer suitability
Journal of Process Control·2023· 14 citedOpen Access
Transfer Learning Suitability Metric for ANN-based Industrial Controllers
2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)·2022
Ternary Neural Networks Based on on/off Memristors: Set-Up and Training
Electronics·2022· 3 citedOpen Access
MO463: Machine Learning-Based Prediction of Mortality and Risk Factors in Patients With Chronic Kidney Disease Developed With Data From 10000 Patients Over 11 Years
Nephrology Dialysis Transplantation·2022· 2 citedOpen Access
Transfer Learning Improving Predictive Mortality Models for Patients in End-Stage Renal Disease
Electronics·2022· 1 citedOpen Access
POS-381 DEEP LEARNING-BASED PREDICTION FOR MORTALITY IN PATIENTS WITH CHRONIC KIDNEY DISEASE: A NEW MODEL DEVELOPED WITH DATA FROM 10.000 PATIENTS OVER THE LAST 11 YEARS
Kidney International Reports·2022Open Access
POS-382 DEEP LEARNING-BASED PREDICTION FOR MORTALITY IN PATIENTS WITH CHRONIC KIDNEY DISEASE: A NEW MODEL DEVELOPED WITH DATA FROM 10.000 PATIENTS OVER THE LAST 11 YEARS
Kidney International Reports·2022Open Access
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Frequent Co-authors

José López Vicario(38), Alejandro Correa(16), Marc Barceló(13), Ivan Pisa(10), Gonzalo Seco‐Granados(9), Ramón Vilanova(8), Guillem Boquet(7), Javier Serrano(7), Xavier Vilajosana(5), Ignacio Santín(4), M. A. Vázquez‐Castro(4), J.E. Barcelo-Llado(3), Edwar Macias(3), Abbas Albaidhani(2), Estefania Munoz Diaz(2), Albert Bel(2), Fausto Vieira(2), Jaime Llorca(1), Antonia M. Tulino(1), Thomas Watteyne(1)