GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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 · JournalPhyschem2021#Energy TransitionDOI
Net Zero and Catalysis: How Neutrons Can Help
Parker S.F.
This paper discusses how neutron scattering and related techniques can advance catalysis for net-zero emissions, with applications in hydrogen production, carbon capture, and efficient chemical processes.
📚 Peer-reviewed · JournalSustainability Switzerland2026#Energy TransitionDOI
Evaluating the Greenhouse Gas Fuel Intensity of Marine Fuels Under the Maritime Net-Zero Framework
Bayraktar M.
This study evaluates the greenhouse gas fuel intensity of marine fuels under the maritime net-zero framework. It compares lifecycle GHG emissions of various alternative fuels, providing benchmarks for regulatory compliance.
🌍 Global📚 Peer-reviewed · JournalAnnals of the New York Academy of Sciences2025#PolicyDOI
Uncertainties around net-zero climate targets have major impact on greenhouse gas emissions projections
den Elzen M.G.J.
This paper analyzes how uncertainties in net-zero climate targets affect greenhouse gas emissions projections. It shows that varying assumptions about target stringency lead to wide ranges in projected emissions.
🇪🇺 Europe📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
IDNES: A CEA project dedicated to nuclear reactor uses for decarbonization, beyond pure electricity generation
Jérôme Cardolaccia, Nicolas Alpy, Philippe Amphoux +12
This paper introduces the IDNES project by the French Alternative Energies and Atomic Energy Commission (CEA), which explores nuclear reactor applications beyond electricity generation, such as industrial heat and hydrogen production, to su…
🌍 Global📚 Peer-reviewed · JournalApplied Corpus Linguistics2025#AI × ESGDOI
Corporate buzzword or genuine commitment? A corpus-assisted analysis of corporate ‘net-zero’ pledges by major global corporations
Fuoli M.
This paper uses corpus-assisted analysis to evaluate the substance of corporate net-zero pledges, applying NLP methods to quantify commitment specificity and target rigor, revealing significant variation in pledge quality and potential gree…
ReportTechnology Policy and Its Impact on Green Governance and Sustainability2026#AI × ESGDOI
AI-Driven Policy Frameworks for Net-Zero Economies: Digital Pathways to Decarbonization
Singh S.K.
This paper proposes policy frameworks that leverage AI technologies to accelerate the transition to a net-zero economy. It explores how data-driven decision-making and predictive models can support the design and evaluation of effective dec…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Hydrogen as a viable decarbonization enabler for critical sectors: A comprehensive review
Moaz Bilto, Tanay Sıdkı Uyar
This comprehensive review evaluates hydrogen's role in decarbonizing critical sectors such as industry, transport, and power. It analyzes technical feasibility, economics, and policy frameworks, concluding hydrogen is a promising enabler fo…
ReportArtificial Intelligence and Machine Learning in Heat Transfer Optimization for Sustainable Energy Systems2026#AI × ESGDOI
Artificial Intelligence for Achieving Net-Zero Energy: Sustainability Pathways
Khara S.
This paper explores the pathways to achieve net-zero energy using artificial intelligence, discussing how AI can optimize energy efficiency and integrate renewable energy sources.
📚 Peer-reviewed · JournalEnergy Economics2026#Scope 3DOI
The decarbonization effect of data elements in the supply chain
Dan Ma, Fang Xiao, Chien-Chiang Lee
This study analyzes how data sharing and analytics in supply chains can contribute to decarbonization. It quantifies the emission reduction potential from data-driven decisions, offering insights for corporate Scope 3 strategies.
📚 Peer-reviewed · JournalJournal of Environmental Management2025#Scope 3DOI
Driving supply chain decarbonization: How net-zero policies foster environmental impact and dynamic capabilities through carbon accounting
Singh R.K.
This paper examines how net-zero policies drive supply chain decarbonization through carbon accounting practices. Using dynamic capabilities theory, it reveals mechanisms by which policies enhance environmental impact and firm capabilities.
🇨🇳 China📚 Peer-reviewed · JournalResearch in Transportation Business & Management2026#Carbon PricingDOI
What carbon price risk threshold triggers modal shift in multimodal freight networks? A risk-informed optimization with evidence from China
Zi-ang ZHANG, Daofeng Zhong, Xinghao LYU
This study analyzes whether a carbon price risk threshold triggers modal shift in multimodal freight networks, using a risk-informed optimization model with empirical evidence from China. Results show that increased carbon price risk promot…
🇨🇳 China📚 Peer-reviewed · JournalEconomic Analysis and Policy2026#PolicyDOI
The Impact of Energy Transition Policies on Regional Economic Resilience
Fangfang Yan
This paper analyzes the impact of energy transition policies on regional economic resilience, likely with Chinese case studies, examining the economic effects of such policies.
🇨🇳 China📚 Peer-reviewed · JournalChinese Journal of Chemical Engineering2026#Energy TransitionDOI
Evaluating coal-based methanol production integrated with green hydrogen: Regional insights from China’s energy transition
Xiong Wei, Xiangyang Ma, Binghui Chen +1
This paper evaluates the integration of green hydrogen into coal-based methanol production across Chinese regions, assessing emissions reduction potential and policy implications for the energy transition.
🇨🇳 China📚 Peer-reviewed · JournalHumanities and Social Sciences Communications2026#AI × ESGDOI
China’s energy transition through a resource–fiscal–environmental lens: economic drivers and R&D threshold mediation
Qian He, Ying Jin, Chen Chen +1
This study examines China from 1990-2023 using machine learning methods (LASSO, causal forest, Gaussian process) to analyze how trade openness, structural transformation, and government effectiveness affect coal usage and energy costs, ulti…
📚 Peer-reviewed · JournalInternational Journal of Research in Agronomy2026#Climate ScienceDOI
Effects of agroforestry on soil carbon and nutrient cycling: A review
Ranvijay Kumar, Sonali Kumari, Shashidhar Ks +7
This review synthesizes the effects of agroforestry on soil carbon storage and nutrient cycling. Key mechanisms include increased organic matter inputs and soil aggregation, leading to higher soil organic carbon stocks in topsoil. The paper…
📚 Peer-reviewed · Journal3 Biotech2026#CCUSDOI
Biosequestration of carbon dioxide by a key enzyme carbonic anhydrase (CA) of Vibrio fluvialis VB1 from marine origin: notion for sustainable era
Priya Gupta, Nalini Soni, Silambarasan Tamil Selvan +2
This paper proposes biosequestration of carbon dioxide using carbonic anhydrase (CA) from marine bacterium Vibrio fluvialis VB1. The enzyme accelerates CO2 hydration, potentially enabling efficient carbon capture for sustainable application…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Science & Technology2026#Climate ScienceDOI
Anthropogenic Black Carbon Signatures in Antarctic Fjords: Implications for Carbon Cycling
Jun‐Oh Min, Boyeon Lee, Chorom Shim +5
This study investigates anthropogenic black carbon signatures in Antarctic fjords and their implications for carbon cycling. Using observational data, it analyzes deposition patterns, highlighting the significance of human-induced carbon in…
📚 Peer-reviewed · JournalJournal of Building Engineering2026#Carbon AccountingDOI
Awareness and Adoption of Sustainable Construction Practices: The Role of LCA, Prefabrication, and Carbon Credits
Rukhsar Sayed, Smita K. Patil, Shriram Sethuraman +1
This paper investigates awareness and adoption of sustainable construction practices, focusing on the role of Life Cycle Assessment (LCA), prefabrication, and carbon credits. While specific findings are not provided, it likely offers insigh…
🌍 Global📚 Peer-reviewed · JournalNature-Based Solutions2026#BiodiversityDOI
From Participation to Well-being: Understanding Social Processes and Outcomes in Nature-based Solutions
Mohamed Tarek Kamar, Vanessa Haines-Matos, André Mascarenhas +6
This paper presents a conceptual framework for understanding the social dimensions of Nature-based Solutions (NbS) addressing climate change and biodiversity loss. It categorizes social shaping factors into three domains: social inclusion a…
🌍 Global📚 Peer-reviewed · JournalJournal of Engineering and Applied Sciences Technology2026#Carbon PricingDOI
Impact of Voluntary Carbon Markets on REDD+ Projects Globally: Opportunities, Challenges and Future Directions
Nandagopal Paramesh
This paper critically evaluates the evolution of REDD+ and its financing through voluntary carbon markets, analyzing challenges such as additionality, permanence, leakage, and governance. Through case studies from the Amazon, Congo Basin, I…