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🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Transition Pathways Towards Sustainable Maritime Logistics in Europe: A PCA–Cluster Analysis Based on Eurostat Indicators
Nicoletta González–Cancelas, Beatriz Molina Serrano, Francisco Soler-Flores +1
This study analyzes transition patterns towards sustainable maritime logistics in European countries from 2015-2023 using Eurostat indicators. PCA and cluster analysis reveal multiple differentiated pathways rather than a single homogeneous…
Peer-reviewed🇺🇸 USAJournalEnergy Strategy Reviews2026#Energy TransitionDOI
Modeling the potential impact of storage on the US power sector in a multisector dynamic context
Pralit Patel, Matthew Binsted, Marshall Wise +5
This study integrates grid-based electricity storage investment and operation into the GCAM-USA multisector dynamic model to analyze the future role of storage in the U.S. power system. Scenario results show storage capacity of 196-372 GW i…
Peer-reviewedJournalEnergy2026#CCUSDOI
ANN-Based Techno-Economic Optimization of a Hybrid Membrane–Absorption CO2 Capture System Under Varying Power Mix and Carbon Tax Conditions
Hyunseok Koo, Sungwon Hwang
This paper applies artificial neural networks (ANN) to optimize the techno-economic performance of a hybrid membrane-absorption CO2 capture system, considering varying power mix and carbon tax conditions. It balances cost minimization with …
Peer-reviewed🇨🇳 ChinaJournalDiscover Environment2026#Climate ScienceDOI
Study on land-use change (LUC)-induced carbon emissions
Liaofu Luo, Jun Lv
Land-use change (LUC) carbon emissions (E_LUC) account for about one-third of anthropogenic emissions since industrialization. This study simulates annual E_LUC globally and in China, identifying three phases: increase before 1913, transiti…
PreprintZenodo2026#Energy TransitionDOI
Beyond the Blend: A Review of the Systemic Challenges to Implementing Indonesia's B50 Biodiesel Programme
Loso Judijanto
Indonesia's B50 biodiesel programme, launched in July 2026, aims to replace petroleum diesel with domestically produced biofuel. This integrative review identifies nine interconnected challenge domains, arguing that the main risk is the mig…
DatasetZenodo2026#Disclosure InfrastructureDOI
Public disclosure record of Canadian carbon storage: Alberta registry census, tonnage series and disclosure funnel
Perazich, Milan
A systematic census of Canada's public CO2 storage disclosures, focusing on Alberta's regulatory documents. It classifies the legal bases for publication and identifies vulnerabilities where disclosure could be withdrawn, plus non-public in…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Digital Product Passports For The Fair And Sustainable European Energy Transition
Cunha, Sónia, Kleijn, Rene, van den Brink, Susan
This paper examines the role of Digital Product Passports (DPP) in the European energy transition, exploring their potential to enhance supply chain transparency and sustainability. It focuses on policy and institutional frameworks to ensur…
Preprint🌍 GlobalZenodo2026#ESGDOI
Climate Change and Business Strategy: A Case Study of Unilever's Sustainable Business Model
Neil Gour
This study examines how Unilever's climate strategies and sustainable practices affect growth, efficiency, supply chain capabilities, and competitive advantage using thematic analysis of secondary data. It finds that climate policies, renew…
PreprintZenodo2026#Disclosure InfrastructureDOI
Sustainability Opportunity Discovery: Definition, Scope and Method Requirements
Kelly, Mike
This paper defines 'Sustainability Opportunity Discovery' as a missing discipline in sustainability reporting, contrasting with the mature risk side. It proposes a definition, distinguishes discovery from assessment, outlines method require…
🇨🇳 ChinaDatasetScience Data Bank2026#HydrogenDOI
Scandium Doping Enhanced Photocatalytic Overall Water Splitting over Strontium Titanate
Zheng Hanyue, Lv Gongxuan
This study demonstrates that Sc-doped SrTiO3 photocatalyst achieves an apparent quantum efficiency of 95.11% at 365 nm and a hydrogen evolution rate of 6.32 mmol/h/g under full-spectrum irradiation. Sc doping compensates Ti3+ defects and pr…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
Dataset for Architectural Design and Performance Simulation of MW-level Cyclic Continuous and Parallel Multi-track Ramp Gravity Energy Storage Systems
Zhang Fan, Chen Julong, Mou Xuepeng +2
This study proposes a cyclic continuous and parallel multi-track integrated design to overcome the low efficiency and poor scalability of conventional gravity storage. The dataset provides design logic and performance boundaries for 1-3 MW …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Business Models and Financial Viability of Heat Cooperatives for District Heating Decarbonisation: A Financial Feasibility Case Study from the HeatCOOP Project
Gašper Stegnar, Katarina Trstenjak, Damir Staničić
This paper examines the financial viability of community-led district heating decarbonisation, applying a three-model typology to two Slovenian biomass projects. Subsidy rate is the dominant determinant: at ~45% grant, all variants achieve …
Peer-reviewedJournalLogistics2026#Energy TransitionDOI
Documented Decarbonisation Practices in Major UK Ports: A Comparative Multiple-Case Analysis
Reza Eshtehadi, Ying Xie, Dong-Ping Song
This study analyzes public documents from 16 major UK ports (17 cases) to assess decarbonisation implementation maturity across six dimensions and 24 indicators. Solar generation, equipment electrification, and rail connectivity are widely …
Peer-reviewedJournalPolicy Design and Practice2026#PolicyDOI
Marketization without mitigation? Designing mixed-ownership reform under decarbonization constraints
Yuan Qiu, Yuhao Ba
This paper examines the design of mixed-ownership reform (privatization of state-owned enterprises) under decarbonization constraints. It analyzes the feasibility of balancing marketization with emission reduction and offers policy design i…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#Energy TransitionDOI
Getting the balance right for cost-effective truck fleet decarbonisation
Arjun Bopaiah, Rory F.D. Monaghan
This paper discusses the importance of balancing various factors for cost-effective decarbonisation of truck fleets. It likely examines trade-offs among technology choices, infrastructure investment, and policy support to identify optimal t…
Peer-reviewedJournalApplied Energy2026#Energy TransitionDOI
A review of environmental and techno-economic assessments of plastics to synthetic fuels and chemicals towards decarbonization
Mengyao Yang, Julia Eaint Chan Myae Dai, Sze Xing Tan +2
This review systematically organizes studies assessing the environmental and techno-economic performance of technologies converting plastics into synthetic fuels and chemicals, examining their potential contribution to decarbonization. It c…
Peer-reviewedJournalTransport Policy2026#Energy TransitionDOI
Aligning human capital with maritime decarbonisation, digitalisation, and automation strategies: A conceptual framework
Wahidul Sheikh, Gholam Reza Emad, T.M. Rabiul Islam +1
This paper proposes a conceptual framework for aligning human capital with maritime decarbonisation, digitalisation, and automation strategies. It argues that aligning workforce skills with strategic goals is essential for a sustainable tra…
Peer-reviewedJournalACS Nano2022#CCUSDOI
Engineering Catalytic Interfaces in Cuδ+/CeO2-TiO2 Photocatalysts for Synergistically Boosting CO2 Reduction to Ethylene
Wang T.
This paper proposes engineering catalytic interfaces in Cuδ+/CeO2-TiO2 photocatalysts to enhance the photoreduction of CO2 to ethylene. It reveals how interface design impacts selectivity and activity, contributing to CO2 utilization techno…
Peer-reviewedJournalAdvanced Functional Materials2025#CCUSDOI
Selective Photoconversion of CO2 to C2H4 on Asymmetrical CeO2─Cu2O Interfaces Driven by Oxygen Vacancies
Chen L.
This study demonstrates enhanced selectivity for CO2 photoreduction to ethylene (C2H4) using asymmetric CeO2-Cu2O interfaces with oxygen vacancies. The interfacial asymmetry and oxygen vacancies control the reaction pathway, improving C2H4 …
Peer-reviewed🇪🇺 EuropeJournalEnergy Sustainability and Society2026#Energy TransitionDOI
Prospective dynamic average and marginal electricity emission factors for Germany until 2070: a methodological extension incorporating energy storage
Blanke T.
This paper presents a methodology to dynamically project average and marginal electricity emission factors for Germany up to 2070, incorporating the impact of energy storage. It captures temporal variations in emission factors, offering ins…