This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Showing 21–40 of 41 papers
Songyuan Liu, Shuaiqi Hu, Mei Wang +3
This paper develops a hybrid causal framework combining K2 structural learning and Bayesian Networks to analyze drivers of renewable energy expansion in China. It finds a paradigm shift from resource-driven to institution-driven growth, wit…
Suveena Rai, Sandesh Kanthakere, Ujwal Puttur
This paper reviews advances in biomass valorization for sustainable biofuel production using ionic liquids. It covers processes, challenges, and industrial perspectives, highlighting the role of biofuels in the green energy transition.
Zhuming Guo, P. Owens
This study analyzes the impact of business R&D, globalization, economic growth, and renewable energy on environmental sustainability in G8 countries (1990-2022) using a multi-method econometric framework. Results show renewable energy as th…
Noura Ben Mbarek
This study analyzes the impact of renewable energy consumption on CO2 emissions in ten OECD economies (1990–2024) using second-generation panel methods. Renewable energy reduces emissions in the long run (elasticity ~ -0.067%) and short run…
Xiao-Tong Feng, W. Deng, Deo Prasad +1
This review examines the integrated performance of photovoltaic-green roof (PV-GR) systems, covering decarbonization, cooling, and ecological benefits. It analyzes key factors such as meteorological conditions, plant characteristics, and PV…
Ricardo Lopes Kotz
This policy paper examines China's state-led industrial policies driving its dominance in renewable energy and clean tech, and the implications for South America. It argues that while Chinese demand for critical minerals (lithium, copper) c…
Panagiotis Madouros, Y. Katsigiannis, E. Pompodakis +2
This study analyzes a zero feed-in smart microgrid with PV and battery storage at a Greek university campus. Using real data, it finds that an optimal 760 kWp PV and 1250 kWh lead-carbon battery system achieves a net present value of EUR 1.…
George Yunxiong Li, Simona Iammarino
This paper examines the role of domestic supply of critical raw materials (e.g., lithium, cobalt) in enabling the renewable energy transition. It explores how diversifying supply chains and reducing import dependence can mitigate geopolitic…
Keshmeer Makun
This paper explores the role of technological innovation and formal institutions in the renewable energy transition. It provides an analytical framework and implications for policymakers.
Ismail Baklouti, Muhammad Abdul Mujeebu, Muhamad Mat Noor
This paper presents an integrated roadmap for next-generation renewable thermal systems, emphasizing technology integration, AI utilization, and policy coordination for decarbonizing the heat sector, with applications in both industrial and…
Jan Muckenhaupt
This study provides the first regime-switching analysis of private unlisted renewable infrastructure, using the infraGreen Index. It finds that during calm markets renewable infrastructure shows low positive correlation with equities, but d…
Chen Y.
This study analyzes the impact of renewable energy consumption and digitalization on energy-related greenhouse gas emissions across G7 countries. It suggests that renewable energy adoption and digital technologies can contribute to emission…
G. S. Girishkumar, M. R. Kamesh, N. Shreekala +4
This review comprehensively examines solar photovoltaic-thermal (PVT) systems integrated with hydrogen production in polygeneration configurations. Concentrated PVT (CPVT) achieves up to 78.93% energy efficiency and 65% exergy efficiency, e…
Weier Liu, Miaohan Tang
This review synthesizes debates on the climate effects of bioenergy from forests (BEF). A bibliometric analysis identifies four research clusters and six key areas of disagreement: system boundaries, spatial/temporal scales, reference syste…
A. Tejasree, K. Ravi Teja, D. Lakshmi Lavanya +3
This review comprehensively analyzes energy pellet production from agricultural waste, covering feedstock characteristics, pelletization technologies, pretreatment methods, quality parameters, environmental impacts, and techno-economics. It…
Ding Qiannan
This paper assesses the global potential of fishery–photovoltaic (PV) integration (aquavoltaics). By deploying solar panels on water bodies used for fisheries, it can expand renewable energy without competing for land, contributing to clima…
Alessia Bernocco, Kelly Biscoglia, Kate Cochran +3
This study examines barriers and opportunities for responsible large-scale solar deployment in the US through 11 comparative case studies. It highlights environmental and social costs, community pushback, and the value of siting on brownfie…
Qiannan Ding
This paper assesses the global potential of integrating solar photovoltaics with fisheries, known as 'fishery-PV' systems. By installing solar panels above aquaculture ponds, it allows simultaneous energy generation and seafood production w…
Suleiman Mohammad Al Sabah, Edward G. Ochieng
This study empirically examines the adoption of circular economy business models (CEBM) for solar projects using a survey of 426 global practitioners and structural equation modeling. It redefines circularity as a capability for configuring…
Junhao Ren, Honglin Gao, Lan Zhao +3
This study develops a multi-agent reinforcement learning framework for self-interested microgrids in P2P electricity trading, addressing renewable generation and demand uncertainties. Each microgrid independently bids price and quantity, op…
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