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Author

Zakaria Elbayed

Observed names: ELBAYED, Zakaria, Elbayed Zakaria, Zakaria ELBAYED
Observed institution: Université Hassan 1er
ORCID: 0009-0003-6967-5428
Observed ORCID: 0009-0003-6967-5428
OpenAlex ID: A5115862280
Deep Learning in Financial Modeling: Predicting European Put Option Prices with Neural Networks
2025 · Zakaria Elbayed, Abdelmjid Qadi EI Idrissi · Algorithms · 5
Deep Learning Algorithms for Solving the Black-Scholes Equation: A Comparative Study
2025 · Zakaria Elbayed, Abdelmjid Qadi Elidrissi · Lecture notes in networks and systems · 2
Depth, width and differential fidelity of PINNs for the Heston equation: code, protocol, runs and results
2026 · ELBAYED, Zakaria, Qadi El Idrisi, Abdelmjid · Zenodo (CERN European Organization for Nuclear Research)
Beyond Pricing Accuracy: A Multicriteria Diagnostic Benchmark of Neural Approaches to Financial PDE Approximation
2026 · Zakaria ELBAYED, Abdelmjid Qadi El Idrisi · International Journal of Advances in Soft Computing and its Applications
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AI Methods for the Heston–American Free-Boundary PDE: A Comparative Study and ID/OOD Robustness Evaluation
2026 · Zakaria Elbayed, Abdelmjid Qadi Elidrissi · Lecture notes on data engineering and communications technologies
Experimental artifacts for "Beyond Pricing Accuracy: A Multicriteria Diagnostic Benchmark of Neural Approaches to Financial PDE Approximation"
2026 · ELBAYED, Zakaria, QADI ELIDRISSI, Abdelmjid · Zenodo (CERN European Organization for Nuclear Research)
Supplementary Data for "Neural Solvers for Option Pricing and Financial Differential Equations: A Systematic Review of Mathematical Formulations, Learning Signals, and Reproducibility
2026 · ELBAYED, Zakaria · Zenodo (CERN European Organization for Nuclear Research)
Option Pricing with PINNs and Transformers: A Comparative and Hybrid Approach
2026 · Zakaria Elbayed, Abdelmjid Qadi El Idrissi · Lecture notes in networks and systems
A Hybrid PINNs-FNO Approach for Advanced Option Pricing Models
2026 · Zakaria Elbayed, Abdelmjid Qadi el Idrissi · Lecture notes in networks and systems
PDF
Innovative Deep Learning Framework for Accurate and Scalable Option Pricing
2025 · Elbayed Zakaria, Abdelmjid Qadi El Idrissi · Lecture notes in networks and systems
Pricing European Put Options Using Deep Neural Networks: An Application of the Black-Scholes Model
2025 · Zakaria Elbayed, Abdelmjid Qadi El Idrissi · Lecture notes in networks and systems
Works count: 12
Citation count: 7
H-index: 2
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