GX Research Hub · English
GX & Decarbonization Research
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.
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
A Techno-Economic Comparison of a Reference Energy Community Across European National Legislative Frameworks
Elena Timofeeva, Arne Surmann, Patrick Selzam +3
This study simulates a reference urban energy community (rooftop PV, batteries, EVs, heat pumps) across 16 scenarios under four European regulatory frameworks. PV capacity is the main driver of energy autonomy (16.3-30.8% of demand), optimi…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Energy TransitionDOI
Biofuels in the global energy transition through sustainability life cycle assessment and policy perspectives
Shalini Bhattacharyya, Rameshpathy Manian
This review provides a chronological overview of biofuels' development and innovations, highlighting the necessity of energy transition via Hubbert Peak Theory and fossil fuel depletion. Using a PRISMA 2020-guided systematic framework integ…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Beyond the Exogenous Mask: Learning Feedback, Policy Thresholds, and Sensitive Intervention Points in Energy System Models
Mantel N
This paper argues that exogenous cost reduction in energy system models misses deployment-cost feedback, hiding nonlinear policy dynamics. Using a stylized Great Britain power system, it identifies a battery subsidy threshold (~£513/kW) whe…
PreprintCNResearch Square2026#Energy TransitionDOI
Life Cycle Assessment of Waste Oil-to-Jet Fuel Production via the HEFA Process with Integrated Co-generation
Li H, Wu J
This study proposes a HEFA-PG process integrating combined heat and power into the conventional HEFA route for waste oil-to-SAF production, and compares environmental performance via LCA. Under grid decarbonization and green hydrogen scenar…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
Reproduction archive: Uncertainty-Aware Grid Planning in the Real World (two-stage adaptive robust optimization for capacity expansion, California case study)
Mantegna, Gabriel
This archive provides data and code to reproduce the uncertainty-aware capacity expansion model for California's grid planning. It includes instructions to run deterministic and three adaptive robust optimization cases, plus 312 stress test…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
FEDECOM - D4.2 System modelling library and model predictive controllers
Zabala, Laura, Arandia, Nerea, Osorio García, Andoni +8
This deliverable details the development of energy asset simulation models and Model Predictive Control (MPC) algorithms for optimized control of local energy systems within the FEDECOM project. It covers three pilot sites: green hydrogen, …
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
The Low-Carbon Transition Index
Perigon Partners Ltd
The Low-Carbon Transition Index (LCTI) is an annual assessment of real-economy progress on the low-carbon transition, scoring 14 indicators against Stated Policies and Net Zero pathways. It finds the transition is moving in the right direct…
Peer-reviewedCNJournalEnergy and Climate Change2026#Energy TransitionDOI
Assessment of carbon reduction potential for China's energy transition under the dual carbon target
Wenbin Li, Youjia Liang, Lijun Liu
This paper assesses the carbon reduction potential of China's energy transition under the dual carbon goals (peak by 2030, neutrality by 2060). It provides empirical evidence and policy implications for decarbonization pathways.
Peer-reviewedCNJournalMineral Economics2026#Energy TransitionDOI
Synergistic pathways for aluminum conservation and decarbonization in China’s aluminum industry
Ying Chen, Xuehong Zhu, Anqi Zeng
This paper analyzes synergistic pathways for aluminum conservation and decarbonization in China's aluminum industry. It evaluates policy scenarios such as recycling promotion and energy efficiency improvements, considering the sector's ener…
Peer-reviewed🇪🇺 EuropeJournalApplied Energy2026#Energy TransitionDOI
Towards the integration of remote renewable energy hubs with CCUS chain for a future energy system: the Belgian case
Mbenoun J.
This paper proposes an integrated future energy system for Belgium, combining remote renewable energy hubs with a CCUS chain. It aims to achieve decarbonization and stable energy supply by integrating renewable energy transport and storage …
Peer-reviewed🇺🇸 USAJournalEnergy and Climate Change2024#Energy TransitionDOI
Carbon management technology pathways for reaching a U.S. Economy-Wide net-Zero emissions goal
Binsted M.
This paper analyzes technology pathways for carbon management to achieve a U.S. economy-wide net-zero emissions goal. It evaluates the role of carbon capture, utilization, and storage (CCUS) and other technologies from technical and economi…
Peer-reviewed🌍 GlobalJournalCarbon Resources Conversion2026#Energy TransitionDOI
Data-driven framework for biochar engineering: Balancing heavy metal risk, carbon purity, and feedstock-pyrolysis trade-offs
Jie Zeng, Ojima Wada, Aairah Tanveer +6
Up-scaling biochar production requires balancing carbon stability against heavy metal enrichment. This study synthesizes a dataset from 167 publications (1119 samples) to establish data-driven boundaries for biochar design via slow pyrolysi…
Peer-reviewed🇺🇸 USAJournalAustralian Economic Review2026#Energy TransitionDOI
The Price of Power: Electricity Pricing for a Cleaner and More Equitable Energy Future
Meredith Fowlie
This paper examines the role of electricity pricing in the clean energy transition, drawing on evidence from US and European markets. It analyzes how current rate structures can hinder or help progress and highlights emerging reforms to ali…
Peer-reviewed🌍 GlobalJournalAmerican Journal of Science Engineering and Technology2026#Energy TransitionDOI
Economic Performance Analysis of Organic Rankine Cycle Retrofit for Carbon Neutral Shipping in the Gulf of Guinea
Victor Odokowo, Robert Poku, Oyinkepreye Lucky Bebeteidoh +1
This study evaluates the economic viability of retrofitting a marine diesel engine with an Organic Rankine Cycle (ORC) for a tanker in the Gulf of Guinea, integrating thermodynamics and economic indices. Results show ORC retrofit enhances o…
🇺🇸 USAJournalMacquarie University2026#Energy TransitionDOI
Causal Analysis of Weather-Dependent Renewable Energy Penetration and Blackout Risk in the U.S. Electricity Market
Dinh Nghi Dung Le
This study uses U.S. state-level data (2001-2023) and causal machine learning (generalized random forest) to estimate the causal effect of weather-dependent renewable energy (WD-RES) penetration on blackout risk. It identifies heterogeneous…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Universality and Predictability of Technology Diffusion
Wagenvoort B, Lafond F, Dyer J +1
Using a database of 120 mature technologies, this study shows that technology diffusion follows a universal S-curve shape and that a Bayesian Bertalanffy-Richards process provides accurate forecasts. Predictions for solar PV and wind sugges…
Peer-reviewed🌍 GlobalJournalJ-STAGE#Energy TransitionDOI
Maersk Mc-Kinney Moller Center for Zero Carbon Shipping
(著者不明)
This paper introduces the activities of a research center dedicated to decarbonizing the shipping industry. It overviews initiatives contributing to sustainable shipping transition, including development and demonstration of zero-carbon fue…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
The Price of Acceptance: Multi-Objective Optimisation of Cost and Social Acceptance in Germany's Energy Transition - Data
Hanto, Jonathan, Diesing, Alena, Löffler, Konstantin
This dataset supports multi-objective optimization of cost and social acceptance in Germany's energy transition. It includes regional cost and public acceptance data for renewable energy deployment, useful for policy-making and regional pla…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
yashdubey132/DACCSvDACCU: Initial release for publication
Yash Dubey, Katrin Sievert
This repository provides code accompanying a paper on the cost-effectiveness of synthetic fuels and CO2 removal (DACCS/DACCU) for net-zero aviation. It supports analysis of technology pathways and cost optimization for aviation decarbonizat…
PreprintCNZenodo2026#Energy TransitionDOI
Synergistic Optimization of Renewable Energy Supply Chains under the Dual Carbon Goals
Jiachang Yuan
Under China's Dual Carbon Goals, this study proposes a three-tier collaborative optimization framework for renewable energy supply chains, integrating blockchain-based carbon data pools, multi-objective optimization, dynamic carbon taxation…