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-reviewedJournalEnergies2026#Carbon PricingDOI
Do Time Series Foundation Models Forecast Carbon Prices? Leakage-Free Evidence from the EU ETS and China’s Carbon Markets
Ruiting Wu, Jafferi Jamaludin, Jeyraj A-L Selvaraj
Evaluates time series foundation models (Chronos-2, TimesFM-2.5) against benchmarks across the EU ETS, China's national ETS, and Hubei/Guangdong pilots at 1–60 day horizons using leakage-free rolling-origin design. No model beats the random…
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Energy TransitionDOI
Carbon emission efficiency of China's manufacturing industry and choice of precise carbon reduction paths——Analysis perspective based on the potential cost framework
Yunwei Du, 吴加琪, Siyu Li +2
Using a 2010-2024 panel of 29 Chinese manufacturing subsectors, this study estimates carbon emission efficiency via SBM-DDF models under meta- and group-frontier technologies. It quantifies abatement potential for coal, oil, and gas from un…
JournalIGI Global eBooks2026#Energy EfficiencyDOI
Carbon-Aware Computing for Sustainable Data Centre Management
G. B. Sophia Shalini
A systematic review of 45 studies, industry reports and policy documents (2019–2026) on carbon-aware computing for data centres, whose electricity demand is projected to nearly double from 415 TWh in 2024 to 945 TWh by 2030. It compares dyn…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research Letters2026#Carbon AccountingDOI
Reconciling carbon sequestration with nitrogen budgets in Nordic forests
Filip Moldan, Sara Jütterström, Johanna Stadmark +5
Comparing CLRTAP-based national nitrogen budgets with nitrogen demand implied by UNFCCC-reported forest carbon stock changes in Sweden, Norway and Finland, the authors find discrepancies of 3.1–8.5 kg N ha⁻¹ yr⁻¹—comparable to or exceeding …
Peer-reviewed🇨🇳 ChinaJournalEcological Indicators2026#Climate ScienceDOI
Carbon balance zoning-informed multi-objective water allocation under the water-carbon nexus in economically developed regions
Zhuoyue Peng, Xinran Zhang, Mengting Li +3
This study builds a framework linking carbon balance analysis, water demand forecasting, and multi-objective optimization to allocate water under the water-carbon nexus in developed Chinese regions. Using InVEST and NSGA-II with entropy-wei…
Peer-reviewedJournalNature Materials2026#CCUSDOI
Strain turns carbon dioxide into circular polyesters
Kyoko Nozaki
A study reporting a strain-based approach to converting carbon dioxide into circular polyesters. Though no abstract is available, it sits within CCU-style decarbonization, turning CO2 into a recyclable material feedstock. If scalable, it co…
Peer-reviewed🇪🇺 EuropeJournalACS Applied Energy Materials2026#HydrogenDOI
Can Carbon Coating Improve the Durability of Carbon Xerogels as Catalyst Supports for Proton Exchange Membrane Fuel Cell Electrodes?
Bryan Carré, Berke Karaman, Zoé Deckers +3
This study evaluates a ~70 nm carbon xerogel (CX) as a PEMFC electrocatalyst support. Because CX is amorphous and prone to carbon corrosion, a partially graphitized carbon layer was deposited via CVD and post-treated at 1500 °C, preserving …
Peer-reviewedJournalDiscover Green Chemistry2026#CCUSDOI
Renewable carbon strategies for sustainable bioplastics integrating biomass valorization with carbon dioxide utilization and structural property relationships
Suryanarayana Regulagadda, Gode Thrimurthulu, Taraka Rama Prasadu Vasa +4
This work proposes renewable-carbon strategies for sustainable bioplastics by combining biomass valorization with CO2 utilization. It links feedstock and carbon sourcing to structural property relationships, aiming to reduce fossil-carbon d…
Peer-reviewed🌍 GlobalJournalForests2026#Climate ScienceDOI
Beyond Carbon Recovery, Carbon Persistence in Tropical Forests Under a Changing Climate
Pedro Manuel Villa, Jamerson Souza da Costa, Ronaldo de Araújo Ibiapina +13
A conceptual perspective distinguishing carbon recovery (rebuilding forest carbon stocks) from carbon persistence (retaining that carbon as climate and communities change). The authors frame restoration as facing two moving targets—shifting…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#Climate ScienceDOI
Cross-domain risk governance of transboundary marine policies for blue carbon ecosystem protection: a fuzzy AHP evaluation framework applied to the nuclear wastewater discharge case
WeiLun Huang
This study builds a Cross-Domain Risk Management Procedure (CDRMP) for blue carbon governance, weighting 36 criteria via Fuzzy AHP with 114 respondents. Applied to Japan's Fukushima wastewater discharge, it finds geopolitical contestation (…
Peer-reviewedJournalProceedings of the Zoological Society2026#Climate ScienceDOI
Blue Carbon in the Sundarbans Mangrove Ecosystem: Status, Threats, and Future Perspectives under Climate Change
Anumita Das, Shreyasi Mishra, Rajarshi Ghosh +1
A review of blue carbon in the Sundarbans mangrove ecosystem, covering current carbon stocks, sequestration potential, and climate-change threats. It highlights the role of coastal ecosystems in carbon storage and conservation. Details unav…
Peer-reviewedJournalJournal of Energy Storage2026#Renewable EnergyDOI
Advanced geometric configurations in solar air heaters integrated with latent heat storage and agriculture 5.0 automation: A holistic 4E and carbon credit review
Himanshu Singh, Luo Win-Jet, Prateek Negi
A review integrating geometric design of solar air heaters with latent heat storage and Agriculture 5.0 automation. It organizes the field through 4E (energy, exergy, economic, environmental) assessment and carbon credit perspectives, outli…
Peer-reviewedJournalNature Food2026#Renewable EnergyDOI
The global potential of aquavoltaics for power generation and offsetting the carbon footprint of freshwater aquaculture
Zilong Xia, Simon R. Bush, Nan Jia +9
This study assesses the global potential of aquavoltaics—solar PV installed over freshwater aquaculture ponds—for power generation and for offsetting aquaculture's carbon footprint. It quantifies dual benefits of renewable energy deployment…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#CCUSDOI
Construction and energy-consumption analysis of a carbon capture heating system based on waste heat utilization in a coal-fired power plant
Zhaoyu Yang, Suxia Ma, Guanjia Zhao +1
This study designs a staged heat-supply scheme for MEA post-combustion CO2 capture on a 600 MW coal unit, using compression heat pumps and flue-gas waste heat instead of high-grade extraction steam. Coupled Ebsilon/Aspen Plus simulations wi…
Peer-reviewed🇨🇳 ChinaJournalCarbon Neutralization2026#CCUSDOI
Carbon‐Based Adsorbents for CO 2 Capture: Mechanism‐Guided Material Design and Data‐Driven Optimization
Jinliang Cai, Jianchao Zhang, Zhiyong Peng +2
This review surveys carbon-based adsorbents for CO2 capture, covering pore engineering, surface modification, and composite design, and compares representative studies. It then examines machine learning across descriptor construction, predi…
Peer-reviewedJournalJournal of Molecular Liquids2026#CCUSDOI
Designing green solvents for LNG carbon capture: Thermodynamic and safety screening of betaine-based DES
Sahar Ahmed, Fares Almomani, Ibnelwaleed Hussein
A study designing betaine-based deep eutectic solvents (DES) for CO2 capture from LNG, screening their thermodynamic performance and safety. It explores greener solvent options for carbon capture implementation. Details are limited as no ab…
Peer-reviewedJournalElectrochimica Acta2026#CCUSDOI
Modeling and Performance Evaluation of Direct Ocean Carbon Capture in a Continuous Porous Electrode Reactor
Milad Sohrabi, Saeed Eini, Davood Rashtchian
This study models and evaluates direct ocean carbon capture (DOCC) using a continuous porous electrode reactor. It appears to focus on electrochemical and mass-transport modeling to assess capture performance. Details are limited as no abst…
Peer-reviewed🇪🇺 EuropeJournalJournal of Engineering Design2026#CCUSDOI
A multiscale engineering design framework for integrated carbon capture and renewable hydrogen systems
Yohanes Kristianto Nugroho
Proposes a multiscale engineering design framework for systems integrating carbon capture with renewable hydrogen. Details are unavailable without an abstract, but the work targets integrated CCUS-hydrogen design relevant to decarbonization…
Peer-reviewed🇨🇳 ChinaJournalNature Communications2026#CCUSDOI
A porous solid electrolyte interface enables efficient electroreduction of captured carbon to CO
Shanhe Gong, Qing Xia, Yanjie Zhai +12
A modular PEM–porous solid electrolyte (PSE) reactor directly converts captured bicarbonate to CO, avoiding energy-intensive CO2 release and compression. In situ visualization shows the PSE regulates proton transport, suppresses hydrogen ev…
Preprint🇺🇸 USAChemRxiv2026#CCUSDOI
Engineering cyanobacterial carbonic anhydrase surface mutations for fast CO2 hydration and capture
Peter Agbo
CO2 hydration to bicarbonate is often rate-limiting for aqueous CO2 capture, and carbonic anhydrase (CA) catalyzes exactly this step. This work engineers fast-growing marine cyanobacteria to display CA on the cell envelope, yielding a self-…