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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

A. Milyani

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Open access Sep 2026

Leakage-aware machine learning for data-driven performance prediction of metal–organic framework systems

Metal–organic frameworks (MOFs) are highly tunable porous materials whose performance is governed by complex interactions among structural, chemical, material, and operating variables. This study develops a leakage-aware, data-driven framework for predicting two distinct MOF performance endpoints: loading capacity an...

N. Abu-Hamdeh, M. Ajour, A. Milyani et al. · 0 citations
Open access Jul 2026

Comparative Study of LSTM, GRU, and CNN-Based Hybrid Models for Short-Term Load Forecasting

The results indicate that GRU consistently achieves the best performance in terms of mean absolute percentage error, whereas CNN-RNN hybrid models show sensitivity to the depth of architecture and choice of activation function.

Muath E. Alharbi, Sreerama Kumar, A. Milyani · 0 citations

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