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🇪🇺 EuropeJournalEuroMed Journal of Business2026#AI × ESGDOI
Pricing carbon risk in audit engagements: the role of market concentration and local environmental carbon exposure
Wiem Dridi, Saliha Theiri
Using French SBF120 firms from 2018-2024, this study finds that higher carbon emissions are associated with higher audit fees, with effects amplified in concentrated audit markets and regions with high environmental carbon exposure. Carbon …
🌍 GlobalJournalFigshare2026#PolicyDOI
Embodied Carbon Reduction Calculator
Brad Benke, Meghan Lewis, Stephanie Carlisle +2
This paper presents a calculator tool for modeling embodied carbon reduction potential of urban policies. It enables cities to compare policy options, assess progress toward 2030 and 2050 targets, and make informed decisions. Developed in a…
🌍 GlobalDatasetFigshare2026#Carbon AccountingDOI
Global Residual Carbon Database
Wenjun He
This study quantifies global stocks and distribution of fungal and bacterial necromass carbon and their contributions to soil organic carbon pools. By integrating published data and global observation networks, it constructs the most compre…
🇺🇸 USAJournalFigshare2026#Energy TransitionDOI
AIA-CLF Embodied Carbon Toolkit for Architects: 1 - Introduction to Embodied Carbon
Meghan Lewis, Monica Huang, Stephanie Carlisle +1
An introductory guide for architects on embodied carbon—the GHG emissions from materials over a building's full life cycle. It argues that operational efficiency and electrification are insufficient; tackling embodied carbon is essential to…
🌍 GlobalJournalFigshare2026#Carbon AccountingDOI
AIA-CLF Embodied Carbon Toolkit for Architects: 3 - Carbon Reduction Strategies
Kathrina Simonen, Stephanie Carlisle, Monica Huang +1
This toolkit outlines strategies for reducing embodied carbon in buildings, citing RMI's 2021 report showing 24-46% savings with minimal cost premiums. It emphasizes early design prioritization, reuse, material efficiency, and low-carbon su…
Peer-reviewed🇨🇳 ChinaJournalChemSusChem2026#CCUSDOI
Self‐Selective Silver Electrocatalyst for Efficient Carbon Dioxide Electroreduction to Carbon Monoxide
Renjie Zhang, Kongsheng Qi, Xuanlu Fan +7
This study develops a self-selective Ag electrocatalyst on cellulose acetate-derived carbon fibers for CO2 electroreduction to CO, achieving a maximum Faradaic efficiency of 98.8% and a partial current density of 157.3 mA cm-2. DFT calculat…
🇺🇸 USAJournalFigshare2026#Carbon AccountingDOI
AIA-CLF Embodied Carbon Toolkit for Architects: 2 - Measuring Embodied Carbon
Meghan Lewis, Monica Huang, Stephanie Carlisle +1
This toolkit explains how to measure embodied carbon in building projects using life cycle assessment (LCA). It introduces global warming potential (GWP) as the key metric, quantified in kgCO2e, and emphasizes that measuring embodied carbon…
🇺🇸 USAJournalFigshare2026#Carbon AccountingDOI
Carbon-Storing Materials
Julie Kriegh, Chris Magwood, Wil V. Srubar
The Carbon Leadership Forum at the University of Washington, in collaboration with a major US tech company, investigated low-carbon and carbon-storing materials for light industrial buildings. Focusing on carbon-intensive materials like con…
Peer-reviewed🇨🇳 ChinaJournalActa Oceanologica Sinica2026#Climate ScienceDOI
Drivers of greenhouse gas emissions from global coastal blue carbon ecosystems: a synthesis of methane and carbon dioxide fluxes
Fei Wang, Xiaoyong Duan, Gang Tong +8
This paper synthesizes methane and carbon dioxide fluxes from global coastal blue carbon ecosystems, identifying key drivers of greenhouse gas emissions. It provides a scientific basis for assessing the role of blue carbon in climate change…
Peer-reviewed🇪🇺 EuropeJournalChemie Ingenieur Technik2026#CCUSDOI
Media, Information and Framing Effects on Public Knowledge and Attitudes Towards Carbon Capture and Utilisation in Germany
Julia-Lena Reinermann, Dorothee Arlt, Hannah Charlotte Müller +1
This study surveys German internet users to examine public knowledge and attitudes towards carbon capture and utilisation (CCU). Findings show low and socially stratified knowledge, widespread uncertainty, and small but significant framing …
🇺🇸 USAJournal2026#CCUSDOI
Integrating Carbon Capture, Utilization, & Sequestration into Chemical Pulp Mills
USDOE Office of Critical Minerals and Energy Innovation (CMEI), Office of Innovation, Affordability, and Consumer Choice (IACC). Industrial Technologies Office (ITO), William Sagues, Energy Efficiency Office. Industrial Efficiency & Decarbonization Office (IEDO) USDOE Office of Energy Efficiency and Renewable Energy (EERE) +4
This paper examines the integration of carbon capture, utilization, and sequestration (CCUS) into chemical pulp mills, addressing emission reduction potential and implementation challenges in the pulp industry.
🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
A source-aware machine learning benchmark and life-cycle screening database for low-carbon alkali-activated materials from coal gangue and steel slag
Jicheng Du
This study develops a machine learning benchmark and life-cycle screening database for low-carbon alkali-activated materials from coal gangue and steel slag. It compiles 237 mixture records, benchmarks Random Forest and XGBoost under variou…
Peer-reviewed🇨🇳 ChinaJournalSystems2026#Supply ChainDOI
Navigating Complexity of 3PL-Led Low-Carbon Supply Chains: A Two-Stage Dynamic Coordination Mechanism for Sustainability and Resilience Under Information Asymmetry
Jinde Jiang, Junding Yang, W Liu +3
This paper addresses information asymmetry in 3PL-led low-carbon supply chains using a Stackelberg dynamic game model. It shows centralized coordination improves both carbon reduction and profits under carbon cap policy and consumer low-car…
Peer-reviewed🌍 GlobalJournalSystems2026#AI × ESGDOI
T-Spherical Fuzzy-Valued Neutrosophic MEREC-EDAS Framework for Evaluating Low-Carbon Cooling and Energy Management Technologies for Data Centers
Nhat‐Luong Nhieu, Hoang‐Kha Nguyen
This study develops a T-Spherical Fuzzy-Valued Neutrosophic MEREC-EDAS framework to evaluate low-carbon cooling and energy management technologies for data centers. Based on assessments from 30 experts, nine technologies are ranked against …
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#HydrogenDOI
Multi-Objective Optimization of a Hydrogen-Coupled Integrated Energy System with Cascade Waste-Heat Utilization for Low-Carbon Industrial Parks
Hongyue Deng, Huizhen Wan, Xu Li +4
This study proposes an integrated electricity-heat-gas-hydrogen energy system for carbon anode industrial parks and develops a 24-hour multi-objective scheduling model. By using surplus PV power for hydrogen production and coordinating grad…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#AI × ESGDOI
Wind-constrained Pareto multi-objective reinforcement learning for low-carbon vessel traffic organization in port approach channels
Zhengjiao Qi, Yukuan Wang, Jingxian Liu +1
This study applies a wind-constrained Pareto multi-objective reinforcement learning (Pareto MO-PPO) to vessel traffic organization in port approach channels, incorporating wind as both an emission driver and scheduling constraint. In a Caof…
Peer-reviewed🌍 GlobalJournalInternational Journal of Novel Research and Development2026#Energy TransitionDOI
Green FDI and Low-Carbon Transition: Does Foreign Investment Drive Renewable Energy Adoption in Emerging Economies?
Sachinkumar N Sarangamath, Priya Guhamagadi
Using panel data from 50 emerging markets (2000-2023), this study finds that FDI inflows significantly increase renewable energy share and per-capita installed capacity while reducing carbon intensity of GDP. The effect is stronger in count…
Peer-reviewedCNJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Energy Transition
Process Reconfiguration of Industrial Users to Support the Low-carbon Transition of Power Systems
Gengrui Chen, Hui Hongxun, GAO Hongjun +2
This paper reviews how industrial users can support the low-carbon transition of power systems through process reconfiguration. It analyzes flexibility mechanisms in steel, electrolytic aluminum, and cement industries, and proposes a three-…
Peer-reviewedCNJournalAdvanced Electromagnetics2026#Carbon PricingDOI
Long-Term Dispatch Method for Electro-Hydrogen Coupled Microgrids Considering a Tiered Carbon Trading Mechanism
H. Y. Miao, X. D. Yuan, M.H. Wu +3
This paper proposes a medium-to-long-term low-carbon economic dispatch framework for electro-hydrogen coupled microgrids (EHCMs) incorporating a tiered carbon trading mechanism. A spectral joint clustering method reduces dimensionality whil…
Peer-reviewed🇪🇺 EuropeJournalLaws2026#Carbon PricingDOI
Carbon Border Adjustment Mechanism as a Challenge for Global Trade
Peter Kuko, Karin Cakoci
This paper analyzes the EU's Carbon Border Adjustment Mechanism (CBAM) at the intersection of international trade law, customs law, and environmental law, assessing its compatibility with WTO law based on GATT articles and case law. It exam…