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-reviewedJournalJournal of Energy Storage2026#HydrogenDOI
Stackelberg game-driven digital decision intelligence for carbon-neutral hydrogen sustainable energy consortia with electric scooter fleet-based transportable storage
SeyedJalal SeyedShenava, Peyman Zare, Amir Mohammadian
This paper proposes a Stackelberg game-driven digital decision intelligence framework for optimizing carbon-neutral hydrogen sustainable energy consortia that utilize electric scooter fleets as transportable storage. It models strategic int…
🇨🇳 ChinaJournalPubMed2026#AI × ESGDOI
[Construction and Driving Factors Analysis of a Machine Learning-based Prediction Model for Net Carbon Sink in Chinese Agriculture].
Xiang-Bo Tang, You-Wei Huang, Han Su
This study constructs a machine learning-based prediction model for net carbon sink in Chinese agriculture and analyzes driving factors. Results show that effective irrigated area is the most significant factor, affecting crop carbon absorp…
Peer-reviewed🇺🇸 USAJournalScience Advances2026#Climate ScienceDOI
Decoupled carbon assimilation and growth responses to aridity in temperate deciduous oaks
Mukund Palat Rao, Arturo Pacheco-Solana, Rong Li +26
This study demonstrates that photosynthesis and aboveground growth are asynchronous across diel to seasonal scales in eight North American oak species. Using tree-ring and flux data, they show that current-year growth is insensitive to clim…
Peer-reviewed🌍 GlobalJournalLimnology and Oceanography Letters2026#BiodiversityDOI
Aquatic macrophytes as nature‐based solutions: Challenges and opportunities across inland and coastal waters
Morgan Botrel, Roxane Maranger, Lindsay Trottier +22
This paper explores the use of aquatic macrophytes as nature-based solutions (NbS) to mitigate climate change and biodiversity loss. Through bibliometric analysis and expert consultation, it compares knowledge across marine and freshwater e…
Peer-reviewed🌍 GlobalJournalCatrina The International Journal of Environmental Sciences2026#BiodiversityDOI
Mediterranean Lagoons Under Climate Change Pressure: Challenges and Nature -Based Solutions
Rubina Vangone, Fagr Abdel-Gawad
This paper analyzes the impacts of climate change on Mediterranean lagoons and proposes nature-based solutions (NbS) to enhance ecosystem resilience. It emphasizes the importance of maintaining ecosystem services and adaptive management.
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Climate ScienceDOI
Carbon dioxide removals by tropical moist forests offset most land-use emissions across 18 Afrotropical countries
William W. M. Verbiest, Marijn Bauters, Simon L. Lewis +19
This study quantifies carbon removals and emissions across 18 Afrotropical countries (2015-2019). Intact tropical moist forests remove -286 TgC/yr, nearly offsetting land-use emissions of 343 TgC/yr, highlighting the role of conservation po…
Peer-reviewedJournalENGINEERING Environment2026#OtherDOI
Selective electrocatalytic hydrogenation of phenol to value-added products using PtRu electrodes: closing carbon balance by capturing gas-phase cyclohexane
Xiaolong Lu, Hongjie Guo, Yu Li +5
This paper proposes a method to close the carbon balance by capturing gas-phase cyclohexane during selective electrocatalytic hydrogenation of phenol using PtRu electrodes, converting it into value-added products.
Peer-reviewed🇺🇸 USAJournalJournal of Risk Research2026#CCUSDOI
Perceived risks, benefits, and support for siting energy infrastructure: comparing perceptions of carbon capture, nuclear fuel, and large-scale energy facilities
Sara Ostad Rahimi, Amanda L. Molder, Ani Ter‐Mkrtchyan +8
This study compares public perceptions of risks, benefits, and support for siting carbon capture, nuclear fuel, and large-scale energy facilities. Using survey data, it identifies factors influencing social acceptance of different energy in…
Peer-reviewed🇨🇳 ChinaJournalEnergy & Fuels2026#CCUSDOI
Fabricating High-Performance Polyimide/DD3R Mixed Matrix Carbon Molecular Sieve Membrane for CO <sub>2</sub> Capture
Jiayou Liao, Junling Lin, Shuangming Wang +7
This study fabricates a mixed matrix carbon molecular sieve membrane using DD3R zeolite as filler and 6FDA-DAM polyimide as precursor. At optimal DD3R loading (0.3 wt%), the membrane achieved CO2 permeability of 29,679 Barrer and CO2/CH4 se…
Peer-reviewed🌍 GlobalJournalACS Sustainable Chemistry & Engineering2026#CCUSDOI
Decision-Relevant Sustainability Assessment of Lignin-Derived Structured Carbons for Scalable CO <sub>2</sub> Capture
MJ Kamali, Peijin Jiang, Wanyue Tan +2
This study assesses the sustainability of lignin-derived structured carbons for scalable CO2 capture, providing decision-relevant indicators for large-scale deployment.
Peer-reviewed🇪🇺 EuropeJournalFigshare2026#CCUSDOI
ProspectiveLife Cycle Assessment of Alternative Fuelsand Carbon Capture in Swiss Gas-Fired Power Plants
Laura Berra, Giulia Iacono, André Bardow +3
This study conducts a prospective LCA of alternative fuels (biomethane, e-fuels) and carbon capture (CCS/CCU) in Swiss gas turbines. Domestic biomethane reduces climate impacts by nearly 80% in the near term and approaching 90% in the long …
🇪🇺 EuropeJournalOpen Repository and Bibliography (University of Liège)2026#CCUS
Frictions at interfaces: (re)articulating a carbon capture and storage supply chain in the North Sea
Sacha Frenay
This paper analyzes frictions at interfaces in the North Sea CCS supply chain, exploring challenges and opportunities for rearticulating the supply chain.
Peer-reviewedJournalJournal of Material Cycles and Waste Management2026#CCUSDOI
Synthesis and characterization analyses of potential adsorbents for carbon capture
Maniarasu Ravi
This paper reports the synthesis and characterization of novel adsorbents for carbon capture (CCUS). It provides fundamental data on material development, contributing to efficient CO2 separation technologies.
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy EfficiencyDOI
Adaptive Reuse of Idle Building Stock for Low-Carbon Regeneration: A Multi-Scalar Sustainable Built Environment Framework of Green Rural Centers (GRCs)
Akram Ahmed Noman Alabsi, Tangsheng Cai, Yaqian Xu +6
This study proposes a framework for converting idle rural buildings into Green Rural Centers (GRCs) in Fujian, China. Retrofitting can reduce operational energy demand by 50–70% and embodied carbon by ≥40% versus new construction. Retrofitt…
Peer-reviewedJournalApplied Thermal Engineering2026#Energy TransitionDOI
Realistic performance metric for latent heat thermal energy storage in advanced low-carbon energy systems
Beau Walsh, Guanyu Su
This paper proposes a realistic performance metric for latent heat thermal energy storage (LHTES) in low-carbon energy systems. It considers operational constraints and costs that conventional metrics overlook, aiming for more practical eva…
JournalMechanisms and machine science2026#AI × ESGDOI
Research on HWOA-Based Flexible Process Planning Problem for Part Manufacturing Under Low Carbon Constraints
Ming Li, Jun Wang, Xihang Li +3
This paper proposes a Hybrid Whale Optimization Algorithm (HWOA) for flexible process planning in part manufacturing under low carbon constraints. It aims to reduce carbon emissions while maintaining production efficiency, showcasing AI app…
Peer-reviewed🇨🇳 ChinaJournalAlgorithms2026#Energy TransitionDOI
Research on Low-Carbon Generation Schedule Optimization for Multiple Generation Companies Considering Heterogeneous Flexible Loads
Chun Xiao, Xiaoqing Han, Tingjun Li
This paper proposes a low-carbon generation schedule optimization method for multiple generation companies that balances economic efficiency and low-carbon goals. It decomposes flexible load adjustability into price elasticity-based load sh…
Peer-reviewedJournalFigshare2026#Energy TransitionDOI
Targeted EtchingStrategy to Expand Low-Voltage Plateauof Pitch-Based Hard Carbon for Sodium Storage
Danjun Wang (3211209), SS Tan, Z Cheng +7
A CO2-assisted etching strategy combined with preoxidation and carbonization improves pitch-derived hard carbon for sodium-ion batteries, achieving high plateau capacity (249.4 mAh g⁻¹) and stability (87.3% retention after 200 cycles).
Peer-reviewed🌍 GlobalJournalJRSKT - Jurnal Riset Sains dan Kimia Terapan2026#OtherDOI
Coupled Raman and FTIR Analysis of Biomass-Derived Carbon Prepared at Low Carbonization Temperature
Gugus Handika, Fairuz Gianirfan Nugroho, Afina Faza Hafiyyan +4
This study characterizes biomass-derived carbon from oil palm empty fruit bunches pyrolyzed at 500°C using coupled FTIR and Raman spectroscopy. Low-temperature pyrolysis yields a defect-rich aromatic carbon structure with small disordered s…
Peer-reviewedJournalMaterials Letters2026#OtherDOI
Study on short-process innovative manufacturing of low-carbon magnesium oxychloride cement
Bo Li, Yuhang Lvb, Weixin Zheng
This study proposes a short-process innovative manufacturing method for low-carbon magnesium oxychloride cement. This cement has lower CO2 emissions than traditional Portland cement, and the shortened process reduces energy consumption. It …