GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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🌍 GlobalJournalChemElectroChem2026#Energy TransitionDOI
Biochar‐Based Materials for Electrochemical Energy Storage
Valerio C.A. Ficca, Afef Dhaffouli, Rocco Cancelliere
This review critically examines the use of biochar—a tunable, carbon-rich material from biomass—for electrochemical energy storage in batteries. It highlights how microstructural control, surface functionality, and graphitization influence …
Peer-reviewedJournalAl-Zaytoonah University Journal of Business2026#Carbon PricingDOI
Green Fintech and Carbon Market Integration in Civil Engineering: A Path Toward Sustainable Infrastructure Model
Najed Alrawashdeh, Salam Al Kasassbeh
This paper proposes an integrated model of green fintech and carbon markets for sustainable civil infrastructure. It examines how green bonds, fintech penetration, ESG indices, and carbon credit trading can drive low-carbon development. A q…
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
Governance, Energy Systems, and Carbon Efficiency: A Time–Frequency Analysis of GCC and Emerging Economies
Nagwa Amin Abdelkawy, Angham Ben Brayek
This study uses multivariate wavelet coherence to examine how institutional quality aligns with carbon efficiency over time. Comparing GCC and non-GCC emerging economies, it finds that governance is strongly associated with carbon efficienc…
Peer-reviewedJournalPolitical Geography2026#Energy TransitionDOI
The military green transition: Decarbonisation as warfighting opportunity
Nico Edwards
This paper frames military decarbonization as a warfighting opportunity, exploring how green transitions can enhance military advantage while meeting climate goals. It offers a novel perspective on energy transition applications beyond trad…
Peer-reviewedCNJournalSustainability2026#Carbon PricingDOI
Research on Carbon Emission Trading Price Predictions with the ICEEMDAN-CNN-LSTM Method
Jiancheng Wang, P. Guo, Peng Hao +1
This paper proposes a hybrid ICEEMDAN-CNN-LSTM model for carbon emission trading price prediction. Using data from Hubei carbon market, the model outperforms LSTM and CNN-LSTM benchmarks with MAE reduction of 59.1%. The decomposition-extrac…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Digital growth and energy burden inequality: challenges in China’s low-carbon transition
Yuanxiang Zhou, Huayan Liu, Xinyu Liu +2
This paper examines the impact of digital economy development on household energy burden inequality in China's low-carbon transition. Using CFPS panel data from 2012-2022, it finds that digital growth exacerbates inequality, particularly in…
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
Green Innovation and Financial Performance in Critical Mineral Mining: Evidence from a Multi-Country Institutional Perspective on the Just Energy Transition
Mohamed Chabchoub, Aida Smaoui, Amina Hamdouni
This study examines the impact of green innovation on carbon intensity and financial performance in critical mineral mining firms using panel data from 35 companies across five countries (2015-2024). Results show that green innovation reduc…
Peer-reviewedCNJournalInternational Journal of Energy Research2026#Carbon PricingDOI
Spillover Effects of International Crude Oil, China’s Carbon Trading, and New Energy Market Prices From a Time–Frequency Perspective
Yulin Li, Yongwen Liu, Yue Li
Using quantile regression and TVP-VAR extended to frequency domain, this study analyzes spillover effects among crude oil, China's carbon market, and new energy stocks (March 2018-April 2024). It finds asymmetric spillovers under extreme co…
Peer-reviewed🇺🇸 USAJournalEnergy Strategy Reviews2026#Energy TransitionDOI
Geothermal energy network transition dynamics for the existing building stock - A case study for New York
Nicholas Fry, Omid Khajehdehi, Sara Hastings‐Simon +2
This study models the transition to geothermal energy networks (GENs) for decarbonizing heating and cooling in existing buildings in New York. Using a system dynamics approach integrating opinion dynamics, technology deployment constraints,…
Peer-reviewedJournalEnvironmental Research Communications2026#Carbon PricingDOI
Evaluating the Readiness of Emissions Trading System (ETS) Implementation in Malaysia Using the DEMATEL Method
Seng Yee Ow, Jafferi Jamaludin
This study applies the DEMATEL method to assess Malaysia's readiness for implementing an Emissions Trading System (ETS). It identifies strong government support, clear compliance mechanisms, and robust enforcement as critical success factor…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
How Does Green Location-Oriented Policy Enhance New Energy Technology Innovation? Evidence from Green Industrial Parks
Mingfang Dong, Jiali Yu
This study examines the impact of China's National Green Industrial Parks (GIPs) on new energy technology innovation using a multi-period DID approach on panel data from 289 Chinese cities (2008-2023). Results show GIPs increase local new e…
Peer-reviewed🌍 GlobalJournalSustainability2026#AI × ESGDOI
Exploring the Impact of ESG Ratings on Corporate Carbon Emissions in Korean Firms: Evidence from Machine Learning and Deep Learning Models
C. Kim, H. Na
This study develops an AI-based screening framework using ESG ratings to predict corporate carbon emissions among Korean KOSPI-listed firms. Comparing ML and DL models, a hybrid ensemble of CatBoost, GAN, and Transformer outperforms individ…
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
From Smart Green Ports to Blue Economy: A Review of Sustainable Maritime Infrastructure and Policy
Setyo Budi Kurniawan, Mahasin Maulana Ahmad, Dwi Sasmita Aji Pambudi +2
This review analyzes the transition from green port initiatives toward integrated blue-economy-oriented port systems. It finds that leading ports are evolving into energy hubs with shore power, renewable microgrids, and hydrogen infrastruct…
Peer-reviewed🇨🇳 ChinaJournalChemical Engineering Journal Advances2026#HydrogenDOI
Global hydrogen economy and hydrogen technologies: A new path to economic sustainability in the era of renewable energy
Muhammad Humayun, Emna Chikhaoui, Farida Saleem +2
This review comprehensively analyzes the socio-economic implications of the hydrogen economy transition, covering policy frameworks, technological advancements, and their impact on sustainable development. It highlights Saudi Vision 2030 an…
Peer-reviewed🌍 GlobalJournalEnergies2026#HydrogenDOI
The Future of Hydrogen Energy in the Americas: A Review of Prospects and Long-Term Planning
Daniel Icaza Alvarez
This paper reviews the prospects and long-term planning of hydrogen energy in the Americas. It analyzes technological advancements in green hydrogen production, cost projections, infrastructure needs, regulatory frameworks, and national/reg…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Carbon AccountingDOI
Carbon Footprint of Transformers with Different Rated Voltages: Exploring Key Factors and Low-Carbon Pathway
Linfang Yan, Ning Ding, Heng Zhou +5
This study constructs a life cycle assessment (LCA)-based carbon footprint (CF) model for transformers, quantifying CF at different rated voltages. The operation stage dominates CF, with electricity as the main source; steel and copper domi…
Peer-reviewed🇨🇳 ChinaJournalEnergy Policy2026#Energy TransitionDOI
Aging and energy transition in rural China: Micro-level evidence from Shaanxi
Heyan Tang, Hui Mao, Yuanyuan Cai
This paper uses micro-level data from rural Shaanxi to examine how aging affects energy transition. It finds that aging may slow the adoption of clean energy, offering policy implications for China's decarbonization.
Peer-reviewed🇪🇺 EuropeJournalCONECT. International Scientific Conference of Environmental and Climate Technologies2026#CCUSDOI
A Life Cycle Assessment Based Computational Framework for Inland CO₂ Transportation by Trucks
Mikus Dzenis, Beate Zlaugotne, J. Gušča
This study develops an LCA-based computational framework for CO2 transport by trucks from a cement plant to ports in Latvia and Lithuania. It evaluates three scenarios and includes sensitivity analysis on fuel types and vehicle technologies…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Framework for Integrated Energy Market Trading Strategy Considering User Comfort and Energy Substitution Based on Stackelberg Game: A Case Study in China
Lijun Yang, Baiting Pan, D. Zheng +1
This paper proposes a Stackelberg game-based market trading framework for integrated energy markets involving an integrated energy producer, operator, and load aggregator. It quantifies user comfort and energy substitution behavior to balan…
Peer-reviewedJournalEnergies2026#Energy TransitionDOI
Primary Energy Demand in Korea: Substitution and Structural Change
Ji-Whan Kim, Yoon-Kyung Kim
This study estimates primary energy demand in Korea using LA-AIDS models with quarterly data from 2000-2021. It finds structural changes around the global financial crisis, making crude oil more price-sensitive while coal and natural gas be…