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.
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
Subsurface Data Integration: The Missing Consistency Layer
Bourassi, Jihad
This strategic note proposes a novel research direction in heterogeneous data fusion for 3D subsurface modeling. Current platforms assume data consistency, suppressing contradictions and causing risks like dry holes and uncertified CCS site…
Preprint🇪🇺 EuropeZenodo2026#Disclosure InfrastructureDOI
The Opportunity Gap: Risk and Opportunity Asymmetry in European Sustainability Disclosure under ESRS and VSME
Kelly, Mike
This study codes item-level risk and opportunity disclosures in 40 mandatory ESRS and 30 voluntary VSME reports, finding risks outnumber opportunities by 2.32:1 (mandatory) and 2.93:1 (voluntary), with nearly two-thirds of voluntary reporte…
🌍 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…
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-reviewedCNConferenceProceedings SPE Symposium on Improved Oil Recovery2022#CCUSDOI
CCUS in China: Challenges and Opportunities
Guo H.
This paper outlines the challenges and opportunities of CCUS (carbon capture, utilization, and storage) in China. It examines technical, economic, and policy barriers and the role of CCUS in achieving China's decarbonization goals.
Peer-reviewed🇺🇸 USAJournalAiche Journal2020#CCUSDOI
An overview of the Department of Energy's CarbonSAFE Initiative: Moving CCUS toward commercialization
Sullivan M.
This paper provides an overview of the U.S. Department of Energy's CarbonSAFE initiative, which aims to commercialize carbon capture, utilization, and storage (CCUS) by developing large-scale CO2 storage sites and demonstrating their feasib…
Peer-reviewedCNJournalCarbon Neutrality2022#CCUSDOI
Several key issues for CCUS development in China targeting carbon neutrality
Jiutian Z.
This paper discusses key issues for CCUS development in China targeting carbon neutrality, covering policy, technology, economics, and infrastructure challenges, offering insights for future deployment.
Peer-reviewed🇪🇺 EuropeJournalReview of European Comparative and International Environmental Law2023#PolicyDOI
Intercontinental shipping in the European Union emissions trading system: A ‘fifty–fifty’ alignment with the law of the sea and international climate law?
Kotzampasakis M.
This paper examines the application of the EU Emissions Trading System (EU ETS) to intercontinental shipping and its alignment with the law of the sea and international climate law. It analyzes the 'fifty-fifty' principle for adjusting scop…
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2022#Carbon PricingDOI
A global empirical analysis on the diffusion & innovation of carbon pricing policies
Raghoo P.
This paper empirically analyzes the global diffusion and innovation of carbon pricing policies (carbon taxes and emissions trading systems), identifying factors driving policy adoption and design changes. Using cross-country data, it examin…
Peer-reviewed🇺🇸 USAJournalJournal of Environmental Management2025#ESGDOI
Does environmental, social, and governance (ESG) disclosure matter for carbon intensity? Evidence from S&P 500 firms
Saha R.
This empirical study examines the relationship between ESG disclosure quality and carbon intensity among S&P 500 firms. Findings suggest that firms with better ESG disclosure tend to have lower carbon intensity, implying that disclosure can…
Peer-reviewedCNJournalJournal of Ecohumanism2024#Transition FinanceDOI
Can Green Finance Policies Slow Greenhouse Gas Emissions? Evidence from China's Manufacturing Sector
Shen Z.
This paper empirically analyzes the impact of green finance policies on greenhouse gas emissions reduction using Chinese manufacturing data. It evaluates policy effectiveness and discusses the role of financial policies in climate mitigatio…
Peer-reviewed🌍 GlobalJournalInternational Agrophysics2025#AI × ESGDOI
Modeling of energy use and greenhouse gas emissions in orange production with artificial neural networks: case study of Turkey
Yelmen B.
This study models energy use and GHG emissions in orange production in Turkey using artificial neural networks (ANN). It demonstrates AI application in agriculture for emission prediction and energy efficiency improvement, offering insights…
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2024#Energy TransitionDOI
Comparing net zero pathways across the Atlantic A model inter-comparison exercise between the Energy Modeling Forum 37 and the European Climate and Energy Modeling Forum
Sarmiento L.
This paper conducts a model inter-comparison exercise between the US-based Energy Modeling Forum 37 and the European Climate and Energy Modeling Forum to compare net zero pathways. It analyzes how different model assumptions and structures …
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#Energy TransitionDOI
Introducing MEGO and PDC: Novel Indicators for Quantifying Market Rigidity and Cross-Border Price Divergence in Central European Electricity Markets
Marek Pavlík
This study introduces two novel indicators, MEGO and PDC, to quantify market rigidity and cross-border price divergence in Central European electricity markets under high renewable penetration. Using data from 2015 to mid-2026, it finds tha…
Peer-reviewedCNJournalSingapore Economic Review2026#ESGDOI
Can Executive Pay Accountability Drive ESG Improvement? Evidence from Compensation Clawback Provisions
Xue Lei
Using Chinese A-share firms from 2013-2023, this study shows that compensation clawback provisions with environmental and safety triggers significantly improve ESG performance. Executives become more risk-averse, increasing cash holdings, r…
Peer-reviewed🌍 GlobalJournalGlobal Decarbonisation2026#Energy TransitionDOI
Modular Construction and Climate Change Mitigation: Lifecycle Carbon Impacts of Prefabricated Housing Systems
B. Moral, W. Idakwoji
This systematic review of 57 studies on prefabricated housing lifecycle carbon shows 10-45% embodied carbon savings in construction, with timber, high prefabrication, and short transport distances most effective; module reuse recovers up to…