Author

Ayoub Jadouli

Observed name: Jadouli, Ayoub

Institution: Abdelmalek Essaâdi University

Observed institution: Abdelmalek Essaâdi University

ORCID: 0009-0002-6222-9575

Observed ORCID: 0009-0002-6222-9575

OpenAlex ID: A5038618675

Enhancing Wildfire Forecasting Through Multisource Spatio-Temporal Data, Deep Learning, Ensemble Models and Transfer Learning

2024 · Ayoub Jadouli, Chaker El Amrani · Advances in Artificial Intelligence and Machine Learning · 9

Deep Learning with Pretrained 'Internal World' Layers: A Gemma 3-Based Modular Architecture for Wildfire Prediction

2025 · Jadouli, Ayoub, Amrani, Chaker El · arXiv (Cornell University) · 3

Parallel Multi-path Feed Forward Neural Networks (PMFFNN) for Long Columnar Datasets: A Novel Approach to Complexity Reduction

2024 · Jadouli, Ayoub, Amrani, Chaker El · arXiv (Cornell University) · 3

Hybrid Parallel Architecture Integrating FFN, 1D CNN, and LSTM for Predicting Wildfire Occurrences in Morocco

2025 · Ayoub Jadouli, Chaker El Amrani · Lecture notes in networks and systems · 2

Detection of Human Activities in Wildlands to Prevent the Occurrence of Wildfires Using Deep Learning and Remote Sensing

2021 · Ayoub Jadouli, Chaker El Amrani · Smart innovation, systems and technologies · 2

Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling

2026 · Ayoub Jadouli, Chaker El Amrani · IEEE Access · 1

Advanced Wildfire Prediction in Morocco: Developing a Deep Learning Dataset from Multisource Observations

2024 · Jadouli, Ayoub, Amrani, Chaker El · arXiv (Cornell University) · 1

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models

2026 · Jadouli, Ayoub · arXiv (Cornell University)

Wildfire Occurrence Prediction via Modular Reuse of Frozen Intermediate Gemma 3-1B Decoder Blocks

2026 · Ayoub Jadouli, Chaker El Amrani · IEEE Access

Works count: 12

Citation count: 24

H-index: 3

I10-index: