This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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 41–60 of 5986 papers
Ansir Ilyas, Puneet Kamboj, Fahad Alswaina +3
Using GCAM-KSA, this study projects climate impacts on cooling demand and household electricity expenditure in Saudi Arabia through 2100 under SSP1–3 and RCP2.6/7.0. Cooling Degree Days rise up to 85%, with climate becoming the dominant dem…
Daria Shapovalova, Tayo Gbemi, Tavis Potts
Scotland targets 2 GW of community and locally owned renewable energy by 2030 but reached only 1,148 MW (~57%) by end-2025. The report argues community energy supports a just transition through local income and resident control, yet project…
Afonso António, José De Pombo, S.J.P.S. Mariano +1
Prospective multivariate analysis of Angola's power sector 2024–2050 across three transition pathways. Under Green Transition, demand reaches 283 TWh; hydropower supplies 37–51% while solar leads capacity expansion (up to 33%) at the lowest…
Shuye Wang, Clarice Bleil de Souza, Голубчиков Олег Юрьевич
This study examines the clean heating transition in rural China through the lens of energy sufficiency and households' lived experience. It likely probes how shifting from coal to electricity or gas affects affordability, comfort, and adopt…
Leon Merfort, Alexander Popp, Nico Bauer +10
This data archive supports a Nature Sustainability paper on cost-effective climate mitigation via land-sector contributions. It contains all REMIND-MAgPIE scenario model runs plus an R analysis project and source data to reproduce the figur…
Joseph Kwesi Asomah
This study examines how climate change threatens energy security in Sub-Saharan Africa, focusing on hydropower vulnerability to altered precipitation, rising temperatures, and extreme weather. It reviews adaptation strategies—improved water…
Leon Merfort, Alexander Popp, Nico Bauer +10
Using the REMIND–MAgPIE integrated assessment framework, the authors show that without AFOLU mitigation, 1.5°C is out of reach this century and consumption loss for staying below 1.7°C rises from 1.3% to 3.5%. A balanced policy portfolio—ca…
Hasanov FJ, Umeozor E, Al-Ubaydli O +1
Challenging the assumption that renewable transition reduces hydrocarbon demand, this study uses advanced panel time-series methods to show renewables can raise petrochemical import demand via polymer-intensive energy systems. Under a net-z…
Channa JA, Professor DNAS, Naheed R +2
This paper asks whether monetary tightening slows wind-capacity expansion more where turbine imports come from few suppliers. It proposes a Monetary–Supply-Chain Transmission Mechanism (MSTM) in which supplier concentration shapes bargainin…
Saroji¹ G, Hendrato² R, Berawi² MA +1
This study compares battery and green hydrogen storage for a representative 24-hour solar profile in Nusantara Capital City, Indonesia, using a 2024–2046 dispatch model with lifecycle costs and LCOS. Mixed-vintage assumptions favor batterie…
Darmanto S
Treating 44 Global South countries' power facilities as sovereign data silos, the authors benchmark four training regimes on renewable-vs-fossil classification. Federated averaging matched centralized pooling (AUC 0.895) without data leavin…
Yusma N, Jaaffar AH, Abdullah B +1
Hourly EnergyPLAN modelling of Peninsular Malaysia compares coal phase-down, thermal retention, co-firing and solar-plus-storage across 2030-2040. Retaining coal cuts gas demand by 9.35-12.45 TWh/yr but raises CO2 by 1.35-1.79 Mt/yr, with n…
Scolaro AM, Ruda V, Corda B
This paper presents the first experimental digital platform for mapping secondary raw materials from construction waste in Sardinia, Italy. Covering concrete, wood, glass, plastics, metals, and ceramics, it uses AI-based tools to identify r…
Podgórski K, Kral-Grabka D
Using hourly 2020–2026 data, the study tests a hybrid framework combining RSI with an ADX regime filter and LLM-quantified geopolitical sentiment across WTI, Brent, Henry Hub gas, and NextEra as a renewables proxy. Sentiment gains are regim…
Eskafi M, Helgason H
An exploratory policy assessment of the energy transition in Icelandic ports using desk research, secondary data, systems thinking, and SWOT analysis. Larger ports with established infrastructure and sufficient marine traffic can accommodat…
Elia, Alessia, Pillon, Tommaso, Pied, Marie +8
Using the open-access OMNIA global integrated assessment model (TIMES-based, 28 regions), this paper assesses the deliverability of national NDC emissions pathways and long-term net-zero goals against structural energy-system constraints. I…
Weiss, Bennet, Schweiger, Leonie, Diez, Tobias +4
Global cement output grew 250% from 1990-2019 and emits 5-8% of annual CO₂. This study builds an integrated global material flow framework combining bottom-up service-demand modelling with top-down estimates, reconciled via a novel maximum-…
Dzikowski, Ryszard
An independent discussion paper testing Germany's ~€6 trillion KfW climate-neutrality investment pathway against supply reliability and material constraints. It examines winter deliverability, seasonal balancing, grid connection and constru…
C. Tsompanidis, V. Lolou, T. Lolos +6
The EU LIFE-INOFEED project converts urban and agri-food bio-waste into animal feed ingredients using transportable Autonomous On-Site Solar Drying Units (AOSDUs). Using real prototype data, the study assesses three business scenarios: exis…
Lin, Cheng-Ting, Chung, Shih-Ming
Using the LEAP model, this study projects Taiwan's transport-sector pathways against its 2030 and 2035 NDCs and a 2050 net-zero scenario. Successive NDC updates deepen mitigation, yet the 2035 NDC still falls short of net-zero, with residua…
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