Author

Shi-Ji Wang

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Review Open access Oct 2026

From Data to Decision-Making: A Review of Large Language Model Applications Across the Full Lifecycle of Geothermal Resource Development

Geothermal resource development involves heterogeneous geological and engineering records, uncertain reservoir parameters, and decisions constrained by physical processes and safety requirements. This narrative and critical review examines how large language models (LLMs), including retrieval-augmented and tool-assiste...

Xiao-Guang Li, Ze-Wei Shang, Tian-Run Zhao et al. · Energies · 0 citations

Review Open access Oct 2026

From Single-Objective Optimization to Dynamic Decision-Making: Pathway Trade-Offs and Synergies in Anaerobic Digestion for Bioenergy and Bioproduct Production

Anaerobic digestion (AD) is evolving from a conventional waste-to-energy technology toward a multiproduct biorefinery platform capable of producing bioenergy and value-added bioproducts. However, production pathways compete for organic carbon and energy resources, and their technical, economic, and environmental perfor...

Xiao-Guang Li, Ze-Wei Shang, Tian-Run Zhao et al. · Energies · 0 citations