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.
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…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Research Dataset Underlying the Analysis of Dynamic Implementation Bottlenecks in Net Zero Aviation Pathways
Ghatole, Ghanshyam
This dataset consolidates research data for analyzing implementation bottlenecks in net-zero aviation pathways. It codes readiness across five dimensions (Technology, Supply, Infrastructure, Finance, Policy) for six decarbonization pathways…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset and code: Future environmental performance of lithium from brines shaped by energy and reagent decarbonization and technology optimization
Istrate, Robert, Schenker, Vanessa
This repository provides prospective life cycle inventory (LCI) databases and code for future scenarios of battery-grade lithium carbonate production from brines. It integrates site-specific LCIs, production timelines, REMIND projections, n…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Code: Material demand and supply-chain assessment of U.S. electricity system transitions
Griffiths, Paul, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: the reversal of China's export function"
Chen, Yang
This dataset provides code, processed data, and figures for a study demonstrating the reversal of China's export function from a pollution haven to a decarbonisation supplier. It analyzes changes in carbon and pollution content embodied in …
CNDatasetZenodo2026#Energy TransitionDOI
The code and raw data associated with the publication "Timescale-based functional coordination of hybrid energy storage systems enables cost-efficient industrial decarbonization"
Guo, Jiacheng, Peng, Jinqing, Wu, Hao
This package provides raw data and MATLAB code for a paper on a general design framework for hybrid energy storage systems in industrial parks, based on hierarchical optimization. It enables cost-efficient industrial decarbonization through…
🇨🇳 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-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2026#CCUSDOI
Pressure-aware multi-modal CO2 transport planning for industrial decarbonization: A case study of Germany's steel sector to 2050
Fengyuan Zhang, Qi Yu, Zhengyang Wang +6
This paper proposes a pressure-aware multi-modal CO2 transport planning framework for Germany's steel sector, optimizing pipeline, ship, and rail options to 2050. It addresses cost and pressure constraints, offering insights for CCS infrast…
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…
Peer-reviewedConferenceIEEE Pes Innovative Smart Grid Technologies Conference Europe2023#EV & TransportDOI
Reducing Marginal Emissions of an Electric Vehicle Fleet through Smart Charging and Vehicle-to-grid
Dumont P.
This paper analyzes how smart charging and vehicle-to-grid (V2G) strategies for an electric vehicle (EV) fleet can reduce marginal emissions from electricity generation. By optimizing charging times based on grid carbon intensity, the study…
Peer-reviewedJournalEnergy Technology2025#CCUSDOI
Optimization of Phase Selection for CO2 Pipeline Transportation: Enhancing Energy Efficiency Across Temperature Variations
Lu S.
This paper proposes optimizing phase selection (gas, liquid, supercritical) for CO2 pipeline transport to enhance energy efficiency under temperature variations. It contributes to reducing transport costs and energy consumption for CCUS dep…