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.
🌍 GlobalDatasetIEEE DataPort2026#Energy TransitionDOI
"Global Non-Renewable Resource Depletion Forecast and Cascade Effect Calculation Engine"
Water spring
This system forecasts depletion of 18 non-renewable resources from 2024-2124 and models cascading effects between resources. It presents a core timeline for 11 key resources, predicting structural fractures concentrated between 2035-2040 an…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Energy of Agentic AI
Artur Hecker
This paper discusses the energy consumption of agentic AI and how AI can optimize 6G networks for sustainability. It highlights the dual role of AI as both a consumer and enabler of energy efficiency.
🇺🇸 USAEmpirical Economics2026#Climate RiskDOI
Understanding ESG-mediated climate risk impacts on corporate profits: sectoral dynamics and predictive evidence from an ADL–MIDAS framework
Haoxin Zhao, Kazeem O. Isah
This study uses an ADL-MIDAS framework to examine how physical and transition climate risks affect sectoral corporate profits in the US. ESG plays a negligible mediating role but improves forecast performance when included. Results show sig…
Peer-reviewed🌍 GlobalJournalEnergies2026#Energy TransitionDOI
Pathway-Based Review of LCA Studies on Hydrogen, Methane-Based Fuels, Methanol and Ethanol for Internal Combustion Engines
Benedetta Peiretti Paradisi, Maryam Karrar, M. Prussi
This review examines hydrogen, methane-based fuels, methanol, and ethanol for internal combustion engines using a pathway-based approach integrating life-cycle assessment, technology readiness level, commercial readiness level, and engine c…
🌍 GlobalJournalIntechOpen eBooks2026#CCUSDOI
Perspective Chapter: Deep Eutectic Solvents in CO2 Capture and Geological Storage- A Bridge Between Green Chemistry and Carbon Sequestration
Muhammad Hammad Rasool
This chapter provides the first integrated assessment of deep eutectic solvents (DES) across the full CCS value chain. DES offer tunable properties for CO2 capture via physisorption and chemisorption, and provide multifunctional advantages …
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#CCUSDOI
Research and Pilot-Scale Application of Hydro-Jet Oscillation Enhanced Carbon Capture Technology
Liwang Wang, Xiaoxu Duan, Yue Wang +6
This paper presents the research and pilot-scale application of a novel carbon capture technology enhanced by hydro-jet oscillation. The technology demonstrates potential to reduce energy consumption and improve CO2 capture efficiency compa…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#AI × ESGDOI
Research on Low Carbon During the Construction Design Process Based on BIM and Life Cycle Assessment
Basaula Pululu Jordan, Xinyu Yang, Y Shi +5
This paper proposes an uncertainty-aware BIM-LCA methodology integrating automated quantity takeoff, probabilistic carbon assessment, and explainable machine learning optimization to reduce embodied carbon in building design. Using a case s…
Peer-reviewed🌍 GlobalJournalJournal of Governance and Regulation2026#AI × ESGDOI
The evolution of integrated reporting: Digital transformation and governance convergence in the era of ESG
Zaidoon Alhatabat, Diala Ershaid, Nashat Ali Almasria +1
This paper reviews current trends in integrated reporting (IR) within the convergence of ESG, digital transformation, and Industry 5.0. It finds that AI, NLP, and blockchain enhance reporting accuracy and timeliness but introduce ethical an…
Peer-reviewed🌍 GlobalJournalCarbon Balance and Management2026#AI × ESGDOI
Artificial intelligence for carbon emissions management: advances, challenges, and future directions across monitoring, prediction, and reduction.
Xiyue Cao, Xujiang Qin, Yanqiu Zuo +2
This review comprehensively synthesizes AI applications for carbon emissions management across monitoring (satellite remote sensing, sensor networks, ML), prediction (deep learning, ensemble learning, statistical learning), and reduction (i…
Peer-reviewed🌍 GlobalJournalMinerals2026#CCUSDOI
Laboratory Synthesis of Limestone for CO2 Capture and Removal: A Review of Ca-Based Mineral Carbonation
Seungyeol Lee
This review consolidates advances in ex situ Ca-based mineral carbonation for permanent CO2 storage as engineered limestone. It compares feedstocks (Ca-silicates vs. industrial residues), direct/indirect routes, conversion efficiency, energ…
Peer-reviewed🌍 GlobalJournalSPE Europe Energy Conference and Exhibition2026#CCUSDOI
Global CCUS Tariffs: How Capture and Storage Costs Compare Worldwide
Mohamed Mahmoud Abdelrahman, N. Darraj
This paper provides a worldwide comparison of CCUS tariffs, analyzing how geology, regulation, and infrastructure shape costs. Total costs range from €20 to €140/tCO2, with T&S tariffs typically €5-€45/tCO2. Capture costs vary greatly by CO…
Peer-reviewed🇪🇺 EuropeJournalKADEM Kadın Araştırmaları Dergisi2026#Renewable EnergyDOI
Renewable Energy Consumption and Gendered Unemployment in Europe: Dynamic Panel Evidence (2000–2022)
Aslı Özpolat, Ferda Nakıpoğlu Özsoy, Burak Büyükoğlu
This study uses dynamic panel models (System GMM) on 35 European countries (2000-2022) to examine the effect of renewable energy consumption share on male and female unemployment. Results show no statistically significant effect of renewabl…
Peer-reviewed🌍 GlobalJournalProblemy Ekorozwoju2026#Energy TransitionDOI
Green Jobs in the Energy Transition among the Eight Largest Economies: Assessing Employment Quality in Renewable Energy Supply Chains
Jianhua Zheng
This study examines green job penetration and quality in eight major economies (Brazil, China, France, Germany, India, Japan, Spain, USA) from 2013-2023. It finds a trade-off: renewable energy investment boosts job quantity but reduces qual…
Peer-reviewed🌍 GlobalJournalJournal of Risk Management in Financial Institutions2026#Transition FinanceDOI
Pricing climate transition risk in the banking book : A Scope 3 capital pass-through approach
Marina Palaisti
This paper proposes a methodology to embed climate transition risk into banking book loan pricing, using Scope 3 emissions and PCAF attribution. It adapts climate policy capital concepts from trading books to amortizing loans, computing a l…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2026#Carbon PricingDOI
Beyond CO₂: unintended spillover effects of emissions trading on fugitive methane via supply chains
Minghu Xie, Kejia Yan, Bo Zhang
Using sector-disaggregated data for G20 economies (1990-2023) and a staggered difference-in-differences approach, this paper finds that emissions trading systems (ETS) reduce downstream CO₂ emissions with a 1-2 year lag, with heterogeneous …
Peer-reviewed🌍 GlobalJournalACS Applied Materials & Interfaces2026#CCUSDOI
Temperature-Sensitive Carbon Capture in MOFs for Energy-Efficient Flue Gas and Biogas Purification
Peixin Zhang, Luoxing Xiang, Junghye Lee +3
This paper reports a novel ultramicroporous metal-organic framework (MOF), PCP-IPAN, designed for efficient CO2 capture. It exhibits highly temperature-sensitive adsorption, enabling high working capacity and facile desorption under mild co…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#HydrogenDOI
Multi-Feature Coordinated Adaptive ECMS with Fuzzy Logic for Low-Carbon Sustainable Fuel Cell Hybrid Electric Commercial Vehicles
X Zhang, Xiaodong Liu, Juan Du +2
This paper proposes a multi-feature coordinated adaptive ECMS using fuzzy logic to enhance hydrogen efficiency and extend fuel cell system lifespan in fuel cell hybrid commercial vehicles. It dynamically integrates three operational feature…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2026#PolicyDOI
Do low-carbon cities hinder AI industry growth? Evidence from China
Luyuan Tang, Shiyao Xie, Yuan Xu +1
This study examines the impact of China's Low-Carbon City Pilot Policy (LCCP) on AI industry development using a staggered difference-in-differences framework with data from 285 Chinese cities (2007-2022). Results show LCCP is associated wi…
Peer-reviewed🇪🇺 EuropeJournalBusiness Strategy and the Environment2026#ESGDOI
The Heterogeneous Impact of Non‐Financial Reporting Directive Legal Implementation on ESG Performance in EU‐Listed Companies
Yuqing Xiao, Antonio Somoza López
This study analyzes the EU's NFRD impact on ESG performance using 19,036 observations (2010-2022) and a time-varying difference-in-differences method. Findings: NFRD improves overall ESG but environmental impact is limited; ESG gains are sm…
Peer-reviewed🌍 GlobalJournalSustainable materials and technologies2026#CCUSDOI
Life cycle assessment of hydrochar produced from wood waste for agricultural applications
Ekaterina Kravchenko, Muhammad Huzaifa Raza, Dariya Privizentseva +4
This study evaluates the environmental performance of hydrochar produced from apple tree pruning residues via hydrothermal carbonization (HTC) at 180°C and 250°C using LCA. Compared to composting, HTC achieves negative net greenhouse gas em…