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🌍 GlobalJournalInternational Journal of Global Innovations and Solutions (IJGIS)2026#AI × ESGDOI
Operational Strategies for Reducing the Energy and Carbon Footprint of AI-Enabled Cloud Infrastructure
Atul Khanna, Abhishek Shukla
As AI workloads grow, data center electricity demand and carbon emissions rise sharply. This paper argues from an operations perspective—not hardware design—that workload placement, energy- and carbon-aware scheduling, right-sizing, inciden…
PreprintarXiv (Cornell University)2026#AI × ESGDOI
PCFBench: A Diagnostic Benchmark for Product Carbon Footprint Estimation
Krishna Rao, Andrew Dumit, Shaena Ulissi +7
PCFBench is the first benchmark that decomposes product carbon footprint (PCF) estimation into six independently evaluable tasks, with 614 expert-labeled items probing decomposition, retrieval, ontology matching, and numerical extraction. T…
Peer-reviewed🌍 GlobalJournalNature Communications2026#Climate ScienceDOI
The global distribution of macroalgal carbon burial in coastal sediments
Dongyang Fan, Carlos M. Duarte, Faming Wang +18
Macroalgae are important for ocean carbon cycling, but the spatial distribution of their coastal carbon burial is poorly known. This study provides a high-resolution global assessment, finding that depositional environment controls burial, …
Peer-reviewedCNJournalAdvances in Economics Management and Political Sciences2026#Carbon AccountingDOI
Carbon Information Disclosure and Corporate Financing Constraints
Siyan Chen
Using a Difference-in-Differences model on Chinese A-share listed companies, this paper finds that improved carbon information disclosure reduces corporate financing constraints. It also explores the moderating effect of ownership nature, p…
Peer-reviewedJournal2026#Carbon PricingDOI
Carbon Risk Budgeting: Why Incentives to Cut Emissions Weaken Over Time, and the Carbon Price Needed to Prevent It
Paolo Vanini
This paper analyzes why incentives to cut emissions weaken over time and proposes the carbon price level needed to prevent this. Using the concept of carbon budgets, it discusses the importance of dynamic incentive design, offering insights…
🇪🇺 EuropeJournalEesti Maaülikool. EMU Dspace2026#Energy TransitionDOI
Carbon fluxes and storages in Estonian coniferous and mixed stands and the effect of different harvesting methods on carbon sequestration
Agnes Sepaste
This study evaluates carbon cycling in Estonian pure and mixed stands using biometric budgeting. Both stand types are carbon sinks with NEP 1.2-7 t C/ha/yr. In mature Scots pine, partial harvesting maintains carbon neutrality or sink status…
Peer-reviewedJournalActual Problems of Russian Law2026#PolicyDOI
Climate Projects as a Mechanism for Carbon Regulation
Д.А. Гершинкова
This paper analyzes the role of climate projects in Russian state regulation of greenhouse gas emissions. It offers an original definition of carbon regulation and examines climate projects as a dispositive regulatory tool. Conditions for i…
Peer-reviewed🌍 GlobalJournalSocial & Legal Studies2026#Carbon PricingDOI
The necro-legal form of carbon markets: Atmospheric severance, FPIC, and carbon necropolitics
Rawnak Miraj Ul Azam
This article examines how voluntary carbon market law can facilitate dispossession while remaining formally compliant with climate governance standards. Through critical doctrinal analysis of VCS, Gold Standard, ICVCM, and Article 6.4, it d…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate FinanceDOI
Analysis code for "The conservation success penalty of mangrove protection under current blue carbon finance mechanisms in Southeast Asia"
You-Ren Wang
This repository provides code and derived data analyzing the financial incentives of blue carbon finance mechanisms for mangrove protection in Southeast Asia (Indonesia, Malaysia, Philippines). It compares avoided-loss crediting signals aga…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#PolicyDOI
The duty to know: monitoring, reporting and verification as an obligation of due diligence in the legal protection of blue carbon ecosystems
Meng Li, Xuedong Wang, 肖旭倩
This paper theorizes the legal basis for protecting blue carbon ecosystems under international law, arguing that monitoring, reporting, and verification (MRV) is a binding obligation under UNCLOS Articles 192, 194, and 204-206, independent …
Peer-reviewed🇨🇳 ChinaJournalBioresource Technology2026#Energy TransitionDOI
Ferrous iron-induced secondary mineral formation regulates organic carbon bioavailability and methane recovery from iron-enhanced primary sludge
Feifei Chu, Fangmei Cheng, Xiaomeng Zhang +6
This study investigates how ferrous iron-induced secondary mineral formation in iron-enhanced primary sludge affects organic carbon bioavailability and methane recovery during anaerobic digestion. Findings suggest that mineral formation alt…
Peer-reviewedJournalSustainable Urban Development and Environmental Impact Journal.2026#Carbon PricingDOI
Urban gold mining credit: Designing a carbon credit mechanism for gold recovery from electronic waste
Beckham Napitupulu, Aidatul Fitriyah
This study designs a carbon credit mechanism for gold recovery from e-waste (urban mining) in Indonesia. LCA shows an 86.9% emission reduction versus primary mining, and a hybrid protocol adapting Verra to SRN-PPI is proposed. Economic anal…
Peer-reviewed🇨🇳 ChinaJournalACS Sustainable Chemistry & Engineering2026#CCUSDOI
Integrating Multiobjective Optimization with Technoeconomic Analysis: Advancing Carbon Capture via a Deep Eutectic Solvent of Choline Chloride−Glycerol
Chenhong Wu, Liping Li, Shuhuan Zheng +2
This study develops a CO2 capture process using choline chloride-glycerol deep eutectic solvent, integrating single-parameter and multiobjective optimization (genetic algorithm + artificial neural network) to achieve high CO2 purity and cap…
Peer-reviewed🇨🇳 ChinaJournalMolecules2026#CCUSDOI
Direct Air Capture of CO2: Mechanism-Guided Materials, Process Integration, and Scalable Carbon Removal
Xinyi Wei, S. K. Kot-Cheung, Jing Sun
This review systematically analyzes Direct Air Capture (DAC) technology using a performance-transfer framework from molecular binding to material shaping, contactor operation, regeneration, and storage. Surveying the past decade of literatu…
Peer-reviewed🇨🇳 ChinaJournalNanomaterials2026#CCUSDOI
Hierarchically 2D Porous Nanosheets Derived from Clay Minerals for Enhanced Carbon Dioxide Capture
Changrui Shi, Wenyue Xue, Zhen Ma +5
This study develops 2D porous nanosheets from natural clay mineral vermiculite via liquid-phase exfoliation and acid etching, achieving enhanced CO2 capture. The nanosheets exhibit high surface area and hierarchical porosity, with a gas upt…
Peer-reviewed🌍 GlobalJournalJournal of Petroleum Technology2026#CCUSDOI
Combined-Cycle Approach Holds Potential for Offshore-Facility Carbon Capture
Chris Carpenter
This paper examines the potential of combined-cycle technology for CO2 capture and storage (CCS) on offshore oil and gas installations. Exhaust-gas recycling (EGR) doubles CO2 concentration, reducing amine absorber flow by 50% and equipment…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Energy2026#CCUSDOI
Biological Capture and Utilization of Carbon Dioxide
Hong Zhou
This review outlines microbial CO2 capture and utilization via autotrophic and heterotrophic pathways, covering algal photobioreactors, engineered microbes, and microbial electrosynthesis. It identifies key barriers such as low enzyme activ…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Supplementary Data and Robustness Analysis for "A Price-Weighted and Lifecycle-Adjusted Framework for Critical Mineral Supply-Risk Exposure in Low-Carbon Energy Technologies"
Mojawirahmad Sadat
This supplementary document provides robustness checks and additional data for a framework that assesses critical mineral supply-risk exposure in low-carbon energy technologies using price-weighting and lifecycle adjustment. Sensitivity ana…
Peer-reviewed🇨🇳 ChinaJournalMaterials2026#Energy TransitionDOI
Preparation of Low-Carbon Ferroaluminate Cement with High Iron Red Mud and Multi-Solid Wastes: Mineral Phase Optimization and Hydration Mechanism
Shanliang Ma, Xiaoming Liu, Zengqi Zhang +2
This study developed a low-carbon ferroaluminate cement (SWFAC) using high iron red mud and multiple industrial solid wastes. By optimizing calcination temperature and raw material composition, the mineral phases (C4A3$, C4AF) were controll…
Peer-reviewed🇨🇳 ChinaJournalJournal of Saudi Chemical Society2026#AI × ESGDOI
Low carbon advancement through cleaner production: gas extraction simulation and machine learning model prediction of coal rock gas volume
Junjie Cai, Xijian Li, Shoukun Chen
This study proposes a method combining COMSOL multi-physics simulation and machine learning to accurately predict coal rock gas extraction volume, targeting the Qinglong Coal Mine in Guizhou. The XGBoost-LSTM hybrid model achieved the best …