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-reviewedJournalАктуальні проблеми сталого розвитку2026#Supply ChainDOI
СВІТОВИЙ ТА ВІТЧИЗНЯНИЙ ДОСВІД МЕНЕДЖМЕНТУ ІНТЕГРАЦІЙНИХ УТВОРЕНЬ В АГРАРНІЙ СФЕРІ
Євгеній Володимирович Зубков
This paper compares management models of agricultural integrated entities across the EU, US, and Ukraine (cooperatives, NGCs, contract farming, agroholdings). Ukrainian agricultural service cooperatives show a structural gap: 1,382 register…
Peer-reviewedCNJournalGalician economic journal2026#AI × ESGDOI
Restructuring sustainable marketing management systems for new energy vehicle enterprises
Dong-Xue Qiao
As EV competition shifts to data-driven agility, traditional rear-view marketing causes forecast distortion, inventory imbalance, and higher lifecycle emissions. Based on BYD, Tesla, and Geely, this paper builds a sustainable marketing fram…
Peer-reviewed🌍 GlobalJournalInternational journal of research and innovation in social science2026#Energy TransitionDOI
Circular Economy and Carbon Neutrality: Synergies, Pathways, and Policy Implications
Khaizie Sazimah Ahmad, Joeaiza Juhari, Najihah Abdul Rahim +3
This paper positions the circular economy as a systemic complement to conventional decarbonization, arguing renewables, CCS, and efficiency alone are insufficient. It analyzes how resource efficiency, product life extension, recycling, and …
Peer-reviewedCNJournalSPE Journal2026#CCUSDOI
Design Space Analysis and Performance Trade-Offs of CO2-Water-Alternating-Gas Processes in Low-Permeability Reservoirs
C. Gong, Si-Wei Meng, Shu-Yang Liu +5
This study integrates machine learning with multiobjective optimization to design CO2-WAG injection in low-permeability reservoirs. XGBoost surrogate models (R2>0.99) and NSGA-II optimize time-varying WAG ratios across five stages, revealin…
Peer-reviewedJournalAKSIOMA2026#CCUSDOI
Optimal control of microalgae growth using linear quadratic regulator method with particle swarm optimization
Suci Yongki Setyowati
This study proposes using Particle Swarm Optimization (PSO) to auto-tune the LQR weight matrices Q and R for controlling microalgae growth via CO2 and nutrient inputs. Simulations show algal concentration rises 21.7% with LQR alone and abou…
Peer-reviewed🌍 GlobalJournalEnergy & Fuels2026#CCUSDOI
Ex-Situ
CO2 Mineralization:
Bridging Laboratory Science and Industrial Reality. Part II: Techno-Economics,
Life-Cycle Assessment, and Market-Driven Deployment Strategies
Babak Fayyaz-Najafi, C. Ovalles
Part II of a two-part review assesses the techno-economics, LCA, markets, policy, and certification of ex-situ CO2 mineralization. Industrial-residue systems cost roughly $30–80/tCO2 cradle-to-gate at colocated sites, with net removal effic…
Peer-reviewed🌍 GlobalJournalIndustrial Engineering and Management Journal2026#CCUSDOI
Techno-Economic Evaluation of Green Methanol Production from Captured Carbon Dioxide in Trinidad and Tobago
Marisa Maharaj, David Alexander, Donnie Boodlal +1
This study assesses the techno-economic feasibility of producing green methanol from captured CO2 in Trinidad and Tobago, using cement manufacturing as a case study. Green methanol can be produced at $1,246/ton, within the global market ran…
Peer-reviewedJournalACS Applied Energy Materials2026#HydrogenDOI
Engineering Biomass-Derived Carbon Nanomaterial Interfaces for Green Hydrogen Technologies
Kiran Bijapur, Gaurav Sharma, Nahid Tyagi +2
This review presents an interface-centric framework linking biomass-derived carbon nanomaterial performance in green hydrogen technologies to precursor selection, synthesis, and interfacial descriptors. It examines how pyrolysis, hydrotherm…
Peer-reviewed🌍 GlobalJournalSustainability2026#HydrogenDOI
A National Framework to Match Surplus Hydropower Green Hydrogen Supply with Bus-Sector Demand
Lenin Tirira, Israel Bastidas, J. Almachi +4
This study presents a national planning framework matching surplus-hydropower green hydrogen (GH2) supply with bus-sector decarbonization demand in Ecuador. A neural network forecasts fleet size to 2035, while HD-UDDS cycles and a Python lo…
2026#AI × ESGDOI
Towards an Intelligent Model-based Approach to Automated Sustainability Reporting
J. de Lara, Esther Guerra, Jacinto Corral +1
This paper proposes an intelligent, model-based approach to automating sustainability reporting. It appears to use model-driven methods to structure disclosure items and streamline the reporting process. Though no abstract is available, it …
Peer-reviewedJournalOblik i finansi2026#ESGDOI
How Do Foreign Ownership, Financial Performance, and Green Innovation Relate to ESG Disclosure?
A. Susbiyani, Ari Sita Nastiti, Astrid Maharani
This study examines whether financial performance and foreign ownership affect ESG disclosure, and tests green innovation's moderating role. Using 84 observations from Indonesian ESG Leaders Index and SRIKEHATI Index firms (2021-2024), it f…
Peer-reviewedJournalOwner2026#ESGDOI
Antara Transparansi dan Manipulasi: Peran Fraud Pentagon dan Sustainability Disclosure dalam Financial Statement Fraud
Chrisnando Marshall Tambunan, Wukuf Dilva Rafa, Syarif M. Helmi
Analyzing 18 Indonesian transportation and logistics firms (2020–2024) via Moderated Regression Analysis and the Beneish M-Score, this study finds only opportunity and executive arrogance directly drive financial statement fraud. Sustainabi…
Peer-reviewedJournalOblik i finansi2026#BiodiversityDOI
Decision-Useful Nature-Related Reporting: Biological Asset Accounting, Biodiversity Disclosure and ESG Accountability
Marilene van Biljon
This conceptual article asks when nature-related reporting becomes decision-useful across biological asset accounting, biodiversity disclosure, and ESG accountability. Synthesizing 155 published and institutional sources, it identifies four…
Peer-reviewed🌍 GlobalJournalInternational Journal of Innovative Science and Research Technology2026#Supply ChainDOI
Supply Chain Sustainability Disclosure and Firm Performance: Evidence from Saudi Listed Firms
Raed Abu Alkhair
Using a six-variable Supply Chain Sustainability Disclosure Index (SCDI) based on GRI 204, 308 and 414, this study content-analyses 142 annual reports from 58 Saudi-listed non-financial firms (2022-2025). Panel regressions with firm and yea…
Peer-reviewedJournalIndonesian Journal of Environmental Management and Sustainability2026#Energy TransitionDOI
Fuel Emission Projection of Indonesian Manufacturing Industry Towards Net Zero Emissions 2060
Annisa Ayu Fawzia, E. Nurjani, Rika Harini
This study projects fuel-related GHG emissions from Indonesia's medium- and large-scale manufacturing subsectors from 2025 to 2060 using LEAP software under four scenarios: BAU, ER, CT-1, and CT-2. Emissions in 2060 range from 593,520 Gg CO…
Peer-reviewed🇪🇺 EuropeJournalEceee ... summer study proceedings2026#Energy TransitionDOI
The theatre of net zero: Exploring the power of community theatre as a radical engagement tool in place-based approaches to just energy transition
Nicholas Banks
This paper examines community theatre as an engagement tool for reaching low-income, ethnically diverse, and vulnerable groups with low-carbon technologies in Oxfordshire, UK. It documents the full process—researching local priorities, scri…
Peer-reviewedCNJournalSystems2026#Carbon PricingDOI
CEEMDAN–FADE: A Data-Driven Frequency-Adaptive Ensemble Framework for Carbon-Price Forecasting
Gui-Qiong Xu, Zhong-Qiang Gao, Yuan Liu
This study builds CEEMDAN–FADE, a frequency-adaptive ensemble framework combining signal decomposition, complexity-based reconstruction, data-driven model selection, and dynamic weighting for carbon-price forecasting. In China's Hubei and G…
Peer-reviewedJournalInternational Entrepreneurship Review2026#Supply ChainDOI
Green public procurement as a research field in period 2005-2025
Marina Stojanov, B. Knežević
This bibliometric study maps two decades (2005-2025) of green public procurement research using co-occurrence networks and Scopus data. It identifies six core themes—sustainability, procurement policy/process, life cycle, supply chain manag…
Peer-reviewedJournalTurkish Studies - Economics Finance Politics2026#Disclosure InfrastructureDOI
Sustainability Reporting and the Evaluation of Turkish Sustainability Reporting Standards (TSRS) within the Framework of IFRS S1 and IFRS S2
İsmail Atabay
A conceptual study assessing how Türkiye's TSRS 1 and TSRS 2, issued by KGK in December 2023, align structurally and functionally with the ISSB's IFRS S1 and S2. It finds high normative alignment but argues implementation success depends on…
Peer-reviewed🇨🇳 ChinaJournalCommunications Sustainability2026#Renewable EnergyDOI
Rooftop solar supports carbon-neutral transition in Hong Kong’s building sector
Lai Yiu Tong, Zhiwei Li, Cheolhee Yoo +3
A machine-learning framework integrating high-frequency satellite and ground observations estimates rooftop solar potential at 0.5-m resolution for 338,550 Hong Kong buildings. Citywide potential reaches 3.77 TWh/year, avoiding 24.9 billion…