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🌍 GlobalJournalPolymer Composites2026#Energy TransitionDOI
Waste‐Specific Upcycling of Agro‐Wastes Into Nano‐Carbon Plates and Their Reinforcing Role in Low‐Carbon Bast Fiber Automotive Composites
Nargiz Aliyeva, Havva Baskan-Bayrak, Burcu Saner Okan
This study converts lemon peel, orange peel, walnut shell, and pistachio shell into nano-carbon plates under identical conditions to compare feedstock-dependent structure, performance, and environmental impact. At 1 wt% loading, pistachio-d…
CNJournal2026#AI × ESGDOI
AI-enabled low-carbon technologies for the oil and gas industry: A review
Lu Wang, Chunyan Sun, Xiaoyu Wang
This review surveys AI-enabled low-carbon technologies in the oil and gas industry, covering core needs, applications across key processes, comparisons of AI methods, challenges, and future trends. It serves as a reference for researchers a…
Peer-reviewed🇨🇳 ChinaJournalBusiness Strategy and the Environment2026#AI × ESGDOI
The Impact of Institutional Pressures on Firms' Low‐Carbon Behaviors: A Configuration Approach
Jiamin Zhang, Yang Qian, Christina W.Y. Wong +1
This study examines how configurations of institutional pressures affect firms' low-carbon behaviors (hard and soft) and the moderating role of AI capability. Using panel data from Chinese A-share listed firms (2007-2022) with cluster analy…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Carbon pricing is the cornerstone of European climate policy, yet its evaluation remains trapped in an average-effects paradigm. The most comprehensive meta-analysis to date, covering 80 ex-post evaluations across 21 carbon pricing schemes, establishes that carbon pricing reduces emissions by 5% to 21% in the first years of operation, but also documents that heterogeneity in outcomes is driven by policy design and context rather than by price levels or instrument type (Döbbeling-Hildebrandt e...
Djamel Lekbir
This paper proposes an Estimation-to-Compensation framework using causal machine learning (double/debiased ML, causal forests) to estimate installation-level heterogeneous treatment effects of the EU ETS and derive targeted compensation pol…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Replication package: Trade shocks redraw the global carbon map but do not shrink it
Florian Pothin
This replication package provides data and code for a study showing that trade shocks redraw the global carbon map but do not shrink total emissions. Using 22.4 million bilateral embodied-carbon flows (1995-2023), it runs event studies and …
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
The global, country-wise potential of green hydrogen in renewable-dominated electricity systems
Leon Schumm, Anton Achhammer, Michael Sterner
This study quantifies country-level green hydrogen export potentials under EU Delegated Act renewable share requirements. A 90% minimum share allows 24 TWh of exports in 2025, while lowering to 70% increases this 7.5-fold to 181 TWh. Export…
Preprint🌍 GlobalPreprints.org2026#Energy TransitionDOI
Electricity Prices Impede Industry and Residential Electrification by a Small (But Significant) Amount
Brantley Liddle
Using OECD macro panel data, this study analyzes how electricity and fossil fuel prices affect electrification rates in residential and industrial sectors. Electricity prices have a small but significant negative effect (-0.1 to -0.07), whi…
Peer-reviewed🌍 GlobalJournalFrontiers in Marine Science2026#Climate ScienceDOI
The future of our oceans: negotiating marine fisheries, aquaculture, and living resources with unbiased science
Stephen J. Newman
This paper analyzes gaps between science and policy in marine fisheries, aquaculture, and living resources, highlighting priorities such as climate adaptation, artificial reefs, and sustainable aquaculture feed. It emphasizes advanced techn…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Science & Policy2026#carbon_removalDOI
Undermining climate action? Challenges of public-private co-financing of carbon removal in the Global North
Kirstine Lund Christiansen, Jonas Allesson, Guy Finkill +2
This perspective examines the emerging trend of public-private co-financing for BECCS projects in Global North countries like Denmark, Sweden, and the UK. It argues that this model risks double claiming of CDR benefits by governments and co…
Peer-reviewed🌍 GlobalJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Electrochemical energy technologies: Current progress and future opportunities for sustainable energy transitions
Ignacio Aguilar, Andrew Carkner, Niranjan R +5
This review discusses electrochemical conversion technologies powered by renewable electricity, including green hydrogen production, biomass upgrading, and CO2 reduction, within circular carbon-neutral networks. It highlights AI's role in a…
🇺🇸 USAJournalOpen MIND2026#Energy TransitionDOI
System Dynamics Modeling of Geothermal Energy Networks: From Technical Characterization to Transition Dynamics
Nicholas Fry
This thesis develops a system dynamics framework for geothermal energy networks, addressing building heating/cooling decarbonization. Through four articles, it models technical, economic, and transition dynamics, showing in New York a 14% e…
Peer-reviewed🌍 GlobalJournalSustainability2026#AI × ESGDOI
A Hybrid NLP-SWOT and Economic Modeling Framework for Sustainable Hydrogen Policy: Assessing Türkiye’s Clean Energy Transition and LCOH Projections
İlker Mert, Hüseyin Yağlı, J. Costa +1
This study combines NLP and stochastic techno-economic modeling to analyze Türkiye's national hydrogen strategy. Baseline LCOH is 4.89 €/kg with electricity price as dominant driver. Proactive policy intervention raises the probability of r…
Preprint🌍 Global2026#Carbon AccountingDOI
Accounting for non-equivalence of carbon emissions and removals in meeting national net zero emissions targets in the United Kingdom
Oliver Broad, Verena Hofbauer, Isabela Butnar +2
This paper introduces the concept of geological net zero (GNZ), which requires fossil CO2 emissions to be balanced by geological-timescale storage. Using the UK as a case study, it analyzes pathways under strict, progressive, and cumulative…
Peer-reviewedCNJournalEnergy Reports2026#Energy TransitionDOI
Roadmap for deep decarbonization in China's iron and steel industry: From a multi-energy coupling and spatial relocation perspective
Shuang Xu, Can Wang, Haitao Chen
This paper presents a roadmap for deep decarbonization in China's iron and steel industry, focusing on multi-energy coupling and spatial relocation. It explores emission reduction potential and policy implications by combining energy transi…
Peer-reviewedCNJournalCogent Economics & Finance2026#Carbon PricingDOI
Decarbonization technology competitiveness and provincial energy demand shifts in China’s carbon-intensive industries under carbon border adjustment mechanism
Fuhao Di, Hengsong Zhao
This study analyzes the impact of the Carbon Border Adjustment Mechanism (CBAM) on China's carbon-intensive industries, evaluating provincial energy demand shifts and competitiveness of decarbonization technologies. It highlights the need f…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Assessing Corporate Decarbonization Maturity in Poland: Evidence from the Decarbonization Index of the Polish Economy (IDPG)
Barbara Kowal, Igor Szajer
This study assesses the maturity of decarbonization processes in Polish enterprises using the Polish Economy Decarbonization Index (IDPG) data from 2023-2025. It proposes a two-dimensional maturity matrix combining current maturity and chan…
Peer-reviewed🌍 GlobalJournalEnvironment Development and Sustainability2024#Climate FinanceDOI
Green finance investment and climate change mitigation in OECD-15 European countries: RALS and QARDL evidence
Ali M.
This paper empirically examines the impact of green finance investment on climate change mitigation in OECD-15 European countries using RALS and QARDL methods. It also considers the role of renewable energy consumption and environmental pol…
Peer-reviewed🇪🇺 EuropeJournalWiley Interdisciplinary Reviews Climate Change2014#Carbon PricingDOI
The effects and side-effects of the EU emissions trading scheme
Laing T.
This paper empirically analyzes the effects and side-effects of the EU Emissions Trading System (EU ETS). It examines the impact of carbon pricing on emission reductions and potential side-effects such as competitiveness and carbon leakage,…
Peer-reviewed🌍 GlobalJournalInternational journal of computer information systems and industrial management applications2026#circular_economyDOI
Rice Husk Ash Concrete: A Circular Economy Framework Integrating Material Performance, Management and Accounting for Sustainable Construction
P. HemaBindu, R.R.L.Birali
This study evaluates rice husk ash (RHA) as a partial cement replacement in concrete, finding that 20% replacement yields maximum compressive strength with 11.2% material cost savings and 24.2% CO2 emission reduction. A 4-stage management m…
Peer-reviewed🇪🇺 EuropeJournalBaltic Journal of Economic Studies2026#AI × ESGDOI
AI-DRIVEN STRUCTURING AND SEMANTIC MATCHING OF CONSTRUCTION COST DATA FOR EFFICIENCY AND CO₂ IMPACT ASSESSMENT
Oskars Bagants, Raita Rollande, Juris Klonovs
The construction sector accounts for ~34% of global energy-related CO₂ emissions, yet carbon accounting is not integrated into cost estimation and procurement. This study proposes the AI-driven 'EEBOQ' framework, combining LLMs, ontology-ba…
