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🇨🇳 ChinaJournalEnergy Technology2026#Energy TransitionDOI
Application of Carbon Materials in Lithium‐Ion Batteries
Shucun Li, Mengqi Guo, Miao Zhu
This review systematically examines the roles and properties of carbon materials (graphite, amorphous carbon, graphene, carbon nanotubes) in lithium-ion batteries (LIBs), discussing their impact on battery performance and key challenges. It…
Peer-reviewedJournalJournal of Cleaner Production2026#Energy TransitionDOI
Decentralized carbon-aware hierarchical coordination of multi-layer power networks through locational marginal carbon intensity propagation
Salman Habib, Emad M. Ahmed, Muhammad Majid Gulzar +3
This paper proposes a decentralized carbon-aware hierarchical coordination method for multi-layer power networks using locational marginal carbon intensity propagation. It aims to achieve system-wide decarbonization efficiently while preser…
Peer-reviewedJournalElectric Power Systems Research2026#Energy TransitionDOI
Joint clearing strategy for power-carbon-frequency regulation markets considering dynamic carbon pricing and green certificate mechanisms
Ruijie Xu, Yongfeng Ren, Zhi Li +3
This paper proposes a joint clearing strategy for power, carbon, and frequency regulation markets, incorporating dynamic carbon pricing and green certificate mechanisms. It aims to align market efficiency with decarbonization goals, offerin…
Peer-reviewedJournalNature Geoscience2026#BiodiversityDOI
Forests beyond carbon
(著者不明)
This paper focuses on the multifaceted values of forests beyond carbon storage, such as biodiversity, water cycles, and community benefits. It critiques carbon-centric approaches and advocates for integrated ecosystem service valuation in c…
Peer-reviewedJournalAsian Journal of Advances in Agricultural Research2026#OtherDOI
Nature-Based Solutions, Agricultural Productivity and Household Livelihoods among Smallholder Farmers in Machakos County, Kenya
Kayamberi Pauline Agesa, Ezekiel Ndunda, Jesse Owino
This study of 202 smallholder farmers in Kenya found that adoption of nature-based solutions (NbS) is associated with significantly higher agricultural productivity and household livelihood scores. Regression analysis confirmed a positive r…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate FinanceDOI
Webinar Key Takeaways | From Evidence to Investment: What makes nature-based solutions finance-relevant?
Vanessa Weiss, Lydia Maria Lienhart, Rebekka Thieringer +1
This two-pager summarizes key takeaways from an Invest4Nature webinar on making Nature-based Solutions (NbS) finance-relevant. Representatives from insurance, banking, asset management, and corporate finance discussed private investment, Nb…
Peer-reviewed🌍 GlobalJournalNature Geoscience2026#BiodiversityDOI
Nature-based solutions in open ecosystems must support biodiversity and people
Caroline E. R. Lehmann, Adam J.M. Devenish, Richard D. Bardgett +2
This paper argues that nature-based solutions (NbS) in open ecosystems (grasslands, savannas) must simultaneously support biodiversity conservation and human well-being. It warns against NbS that degrade ecosystems or cause social inequity,…
Peer-reviewedJournalSustainability2026#Carbon PricingDOI
Determinants of SME Readiness for Participation in the Emerging Voluntary Carbon Market and Implications for Sustainable Transition in Vietnam
Thi Anh Tuyet Nguyen, Thi Anh Tuyet Nguyen, Thi-Hong-Diep Pham +6
This study assesses the readiness of Vietnamese SMEs to participate in the voluntary carbon market (VCM) using AHP and TOPSIS. It analyzes five readiness dimensions (knowledge, financial, institutional, managerial, technological) and finds …
Peer-reviewedJournalApplied Thermal Engineering2026#Energy TransitionDOI
A Review of LNG cold energy for power generation: hybrid thermodynamic cycles, hydrogen integration and carbon capture
Bhalchandra Shingan, Kanchan Deoli Bahukhandi, Adarsh Kumar Arya +1
This review comprehensively analyzes power generation technologies utilizing LNG cold energy. It compares hybrid thermodynamic cycles, hydrogen integration, and carbon capture approaches, evaluating potential improvements in energy efficien…
Peer-reviewedJournalCatalysis Today2026#CCUSDOI
Solvent-Free Mechanochemical Synthesis of Functionalized Biomass-Derived Porous Carbons for CO₂ Capture
Victor Souza Vaz, Rubens Lucas de Freitas Filho, Tiago Henrique Silva Madalena +3
This study presents a solvent-free mechanochemical synthesis of functionalized porous carbons derived from biomass, evaluating their CO₂ capture performance. It contributes to sustainable carbon material production and CO₂ capture technolog…
Peer-reviewedJournalInternational journal of greenhouse gas control2026#CCUSDOI
A sentiment analysis of public opposition to carbon capture and storage technology
Mabel San Román-Niaves, Sofia Morandini, Kalliopi Elli Fragouli +5
This paper uses sentiment analysis to investigate public opposition to carbon capture and storage (CCS) technology. By understanding barriers to social acceptance, it offers insights for policy-making and communication strategies. It applie…
Peer-reviewedJournalConstruction and Building Materials2026#Energy TransitionDOI
Novel green low-carbon composite cement: Utilizing thermal-activated recycled cement, metakaolin and municipal solid waste incineration fly ash
Weizhuo Zhang, Junjie Hu, Renjie Niu +1
This paper proposes a novel low-carbon composite cement using thermally activated recycled cement, metakaolin, and municipal solid waste incineration fly ash. It aims to reduce CO2 emissions from cement production and utilize waste material…
Peer-reviewedJournalBiomass and Bioenergy2026#CCUSDOI
Low-temperature activation of waste biomass utilizing sodium amide for N,O Co-doped porous carbon with efficient CO2 capture
Lan Luo, Fu Guo, Chunliang Yang +5
This study proposes a low-temperature activation method for waste biomass using sodium amide to synthesize N,O co-doped porous carbon with enhanced CO2 capture performance. It aims to combine waste valorization with carbon capture.
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Low-carbon economic dispatch of integrated energy systems based on multi-time-scale energy storage and refined utilization of hydrogen energy
Zhiping Cheng, Hao Fu, Zhongwen Li +2
This paper proposes a low-carbon economic dispatch model for integrated energy systems, incorporating multi-time-scale energy storage and refined hydrogen utilization. It optimizes hydrogen production, storage, and use to balance renewable …
Peer-reviewed🇨🇳 ChinaJournalNano Letters2026#Energy TransitionDOI
All-Process Catalysis from Low-Cost Scalable Synthesis to Activated Electrochemical Reaction of SiO x /Carbon Anodes
Zhi Yin, Tian Dong, Ting He +7
This study reports a low-cost, scalable synthesis of graphitic carbon-confined SiOx anodes using waste-derived superabsorbent polymers and industrial by-product SiCl4. Ni species catalyze the entire process, enhancing SiOx formation and rev…
Peer-reviewedJournalJurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management)2026#PolicyDOI
Spatial Analysis of Urban Greenhouse Gas Emissions and Alternative Spatial Planning Policies for Low-Carbon Development in Jakarta Province
Pungki Ari Wibowo, Santun R.P. Sitorus, Indarti Komala Dewi +3
This study uses GIS spatial analysis and the DPSIR framework to analyze the distribution of GHG emissions and their correlation with land use in Jakarta, proposing spatial planning policies for low-carbon urban development. Emissions increa…
Peer-reviewed🌍 GlobalJournalSustainable Development2026#PolicyDOI
The Myth of Decarbonized Oil: Technological Fixes, Climate Delay, and the Politics of Low‐Carbon Fossil Fuels
Jacob Kwakye
This critical review examines the concept of 'decarbonized oil' used by oil and gas actors to reconcile production with net-zero goals. It argues that technologies like methane abatement and CCS reduce only operational emissions, not full l…
Peer-reviewedJournalProceedings of the Institution of Civil Engineers - Engineering Sustainability2026#Energy EfficiencyDOI
Low-carbon expanded clay mortars for enhanced thermal and heat resistance
Mohamed Sadak Merrakchi, Smain Benyamina, Yacine Abadou +1
This study evaluates mortars with partial cement replacement by expanded clay (0-30%), assessing mechanical, thermal, and high-temperature properties. Expanded clay improved thermal insulation by 13.47% and reduced CO2 emissions by 15-30%, …
Preprint🌍 Global2026#AI × ESGDOI
Privacy-Preserving Detection and Localisation of Behind-the-Meter Low-Carbon Technologies in Low-Voltage Networks
Saad Khan, Ahmed A. Aboushady, Firdous Nazir +1
This study proposes a privacy-preserving framework to detect, classify, and localize unregistered behind-the-meter low-carbon technologies (PV, EVs, heat pumps) in low-voltage networks. Using GDPR-compliant measurements, it combines LSTM au…
Peer-reviewed🇺🇸 USAJournalJournal of the Association of Environmental and Resource Economists2026#AI × ESGDOI
Emerging skills and wage gaps in the low-carbon transition: evidence from online job vacancy data
Aurélien Saussay, Misato Sato, Francesco Vona
Using U.S. online job vacancy data, this paper develops a skill-based NLP method to identify low-carbon jobs within occupations. Low-carbon job creation is prevalent in low-skilled occupations but requires more complex skills, yielding a mo…