João P. Matos-Carvalho

Engineering · Physical Sciences

14h-index490citations79works3.12yr avg
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Research Topics

Robotics and Sensor-Based Localization(17), Robotic Path Planning Algorithms(12), UAV Applications and Optimization(12), Remote Sensing and LiDAR Applications(10), Remote Sensing in Agriculture(7)

Publications79 total

Can Large Language Models Implement Agent-Based Models? An ODD-based Replication Study
arXiv (Cornell University)·2026Open Access
Can Large Language Models Implement Agent-Based Models? An ODD-based Replication Study
arXiv (Cornell University)·2026Open Access
CNN-based wheat yield prediction using multi-source and multi-stage data integration from UAV imagery and sensors
Ecological Informatics·2026Open Access
N-BEATS neural network applied for insulator fault prediction considering EMD methods
2025· 1 cited
CNN-TFT explained by SHAP with multi-head attention weights for time series forecasting
arXiv (Cornell University)·2025· 1 citedOpen Access
GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries
Future Internet·2025Open Access
A catch-all discrete distribution: Short description and main properties
Examples and Counterexamples·2025Open Access
Deep learning in time series forecasting with transformer models and RNNs
PeerJ Computer Science·2025· 6 citedOpen Access
A Brief Perspective on Deep Learning Approaches for 2D Semantic Segmentation
Eng—Advances in Engineering·2025Open Access
Sensor-Based Yield Prediction in Durum Wheat Under Semi-Arid Conditions Using Machine Learning Across Zadoks Growth Stages
Remote Sensing·2025· 6 citedOpen Access
Applying Machine Learning to SENTINEL Satellite Images to Predict the Operational State of Floating Offshore Wind Turbines
2025
Quantizing Deep Learning Vision Models - A Systematic Approach
2025
DeepSeek-V3, GPT-4, Phi-4, and LLaMA-3.3 Generate Correct Code for LoRaWAN-Related Engineering Tasks
Electronics·2025· 5 citedOpen Access
Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants
IEEE Access·2025· 13 citedOpen Access
Deep Learning Models for GNSS-Denied Target Navigation
IFIP advances in information and communication technology·2025· 1 cited
Toward Autonomous Target Navigation in Indoor Environments via Wireless Sensing
IEEE Open Journal of Vehicular Technology·2025Open Access
Detection and Characterization of Plume-Dominated Wildfires
IFIP advances in information and communication technology·2025Open Access
lpGBT: Low-Power Radiation-Hard Multipurpose High-Speed Transceiver ASIC for High-Energy Physics Experiments
IEEE Transactions on Nuclear Science·2024· 12 citedOpen Access
Text clustering with large language model embeddings
International Journal of Cognitive Computing in Engineering·2024· 28 citedOpen Access
LSTM Gate Disclosure as an Embedded AI Methodology for Wearable Fall-Detection Sensors
Symmetry·2024· 4 citedOpen Access
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Frequent Co-authors

Dário Pedro(17), André Mora(13), José Fonseca(12), Luís Miguel Campos(12), Slaviša Tomic(9), Sérgio D. Correia(9), Fábio Azevedo(8), Filipe Moutinho(7), Marko Beko(7), Nuno Fachada(7), Ricardo Santos(5), Valderi Reis Quietinho Leithardt(4), Ana Beatriz Salvado(3), Ricardo Mendonça(3), Afonso Oliveira(3), Alina Petukhova(2), Tiago Carrasqueira(2), Rogério Campos-Rebelo(2), Ricardo Sacoto-Martins(2), André Vong(2)