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M. Erşahin

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Review Aug 2026

Advanced oxidation pretreatment for lignocellulosic bioconversion: reactive species chemistry, byproduct formation, and downstream impacts.

Lignocellulosic biomass is an abundant renewable organic carbon resource, but its compact cell-wall structure and lignin shielding limit bioconversion efficiency. Advanced oxidation processes (AOPs) have emerged as promising pretreatment approaches; however, the links between reactive species (RS) chemistry, structural...

Sheng-Qing Wang, Pengyao Wang, Bo Wu et al. · 2 citations
Conference Open access 2026

Intent-Aware Predictive Orchestration for Softwarized Networks Using LLM-Assisted Policy Translation

An intent-aware predictive orchestration framework in which a large language model serves as an intent-to-policy translation interface, while a predictive control layer estimates near-future service degradation risks and proactively selects orchestration actions is presented.

Pınar Ersoy, M. Erşahin · 0 citations

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