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.
🇺🇸 USA📚 Peer-reviewed · JournalInternational Journal of Architectural Engineering Technology2026#Carbon AccountingDOI
Embodied Carbon of Mass Timber Buildings in the United States: A Systematic Review of Life-Cycle Assessment (LCA) Evidence
Piyush Khairnar, Banan T. Alzoubi
This review synthesizes 30 LCA studies on embodied carbon of mid-rise mass timber buildings in the US. Mass timber shows 10-60% lower GWP than concrete and steel, with greater reductions when biogenic carbon storage and recycling are includ…
🌍 GlobalPreprintMultidisciplinary Science Journal2025#PolicyDOI
Green energy policy: Exploring the research of scholars worldwide between 1998 and 2023 from Scopus
Toan-Vu Le, Long Do Duc, Huong Nguyen Thu +2
This paper conducts a bibliometric analysis of 744 Scopus-indexed articles on green energy policy from 1998 to 2023. It finds a surge in research since 2015 and identifies five thematic clusters: energy systems, global energy challenges, co…
🌍 GlobalPreprint2025#Climate FinanceDOI
Green Banking and Sustainable Finance: Mechanisms, Impacts, and Future Directions for Climate-Resilient Economies
Sharma, Prity
This paper provides a comprehensive evaluation of green banking's evolution, mechanisms, and global impacts, focusing on its role in the low-carbon transition. Drawing on institutional examples and empirical studies, it finds that green ban…
🌍 Global📚 Peer-reviewed · Journalsteel research international2026#Energy TransitionDOI
Barriers to Steel Decarbonization
Pasquale Cavaliere
This paper comprehensively reviews barriers to steel decarbonization, covering the transition from BF-BOF to EAF and DRI, the role of hydrogen and CCUS, and policy support. It highlights projects like HYBRIT and identifies economic, technol…
🇪🇺 EuropePreprintJournal of Risk and Financial Management2025#Climate FinanceDOI
Split-Screen Approach to Financial Modeling in Sustainable Fleet Management
Carlo Alberto Magni, Giomaria Columbu, Davide Baschieri +1
This study develops an integrated accounting-and-finance framework (Split-Screen Approach) to quantify the trade-off between profitability and environmental sustainability in green fleet transition projects. Using a case study of Iren Spa's…
🌍 GlobalPreprintJournal of International Commercial Law and Technology2025#Climate FinanceDOI
Green Bonds and Sustainable Investing: Trends, Challenges, and Future Outlook
Deepak Shukla
This paper reviews the growth of the green bond market, the existence of a green premium, and the importance of regulation and governance. It notes that the premium varies by issuer type, certification, and maturity, and identifies challeng…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Future scenarios for the cost of capital of energy technologies linked to the Shared Socioeconomic Pathways
Luke Hatton, Gbemi Oluleye, Florian Egli +3
This paper presents global scenarios for the cost of capital (CoC) of energy technologies from 2025 to 2100 across 188 countries, linked to Shared Socioeconomic Pathways. It accounts for technology maturity levels and policy environments, w…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Future scenarios for the cost of capital of energy technologies linked to the Shared Socioeconomic Pathways
Luke Hatton, Gbemi Oluleye, Florian Egli +3
This paper presents global scenarios for the cost of capital (CoC) of energy technologies, linked directly to the Shared Socioeconomic Pathways (SSPs). It covers 188 countries from 2025 to 2100, considering five technology maturity levels a…
🌍 Global📚 Peer-reviewed · JournalClimate Policy2026#Energy TransitionDOI
Deep Decarbonization Pathways for national development consistent with carbon neutrality
Henri Waisman, Chris Bataille, Yann Briand +2
This paper proposes deep decarbonization pathways that align with carbon neutrality while supporting national development. It integrates energy systems, industrial structures, and policy instruments, demonstrating applicability across diver…
🌍 GlobalJournal2026#Energy TransitionDOI
Decarbonization and the Energy Transition in Waste Management in the Pulp and Paper Industry
Suresh Kumar Sundaramurthy, Anuj Kumar Verma
The pulp and paper industry generates large amounts of waste (bark, black liquor, lignocellulosic sludge) that can be converted into methane as an energy source. This methane production enhances national energy security, helps decarbonize p…
🌍 Global📚 Peer-reviewed · JournalDiscover Artificial Intelligence2026#Carbon PricingDOI
Intelligent data-driven models for the accurate multi-factor prediction of carbon credit prices
Najlaa Alshatri, Safa Ghannam, Farookh Khadeer Hussain
This study develops multi-factor prediction models for short-term carbon credit price forecasting, integrating 22 external factors. Using random forest and SHAP for key factor identification, and combining ICA with SVR, the best model achie…
🌍 Global📚 Peer-reviewed · JournalGeoEnergy Communications2026#HydrogenDOI
Integrating hydrogen production and subsurface storage: toward a sustainable hydrogen economy: a critical review
Shuangshuang Lin, Xin Chang, Shimin Liu
This critical review synthesizes knowledge on integrating hydrogen production and subsurface storage for a sustainable hydrogen economy. It covers geological storage options (salt caverns, depleted reservoirs, aquifers) and key challenges s…
🌍 GlobalDataset4TU.ResearchData2026#Carbon AccountingDOI
OECD and Major Emerging Economies Environmental-Economic Panel Dataset (1980–2023)
Qudus Oshinaike, Abdur-Rahman Olubodun
This panel dataset covers 15 OECD and major emerging economies from 1980 to 2023, including CO2 emissions, renewable energy consumption, green patents, GDP, and trade openness. It enables empirical analysis of decarbonization pathways and t…
🌍 GlobalPreprint2025#Energy TransitionDOI
Implementing Sustainable Living at Scale
Willis, John
This book is a practical manual for translating sustainability principles into repeatable delivery routines. It centers on four claims: reduce structural demand, build continuous networks, embed stewardship and justice, and bind money to ve…
🌍 GlobalPreprintЭкономика и предпринимательство2025#Climate FinanceDOI
ЗЕЛЕНЫЕ ИНВЕСТИЦИИ В МИРОВОЙ ЭКОНОМИКЕ: ИНСТИТУЦИОНАЛЬНЫЕ АСПЕКТЫ И ПЕРСПЕКТИВЫ
(著者不明)
This paper analyzes the scale, drivers, and institutional architecture of green investments in the global economy, covering disclosure standards, taxonomies, international organizations, government incentives, and sustainable debt markets. …
🌍 Global📚 Peer-reviewed · Journal2026#CCUSDOI
Introducing Microalgae Carbon Fixation and Sinking (MCFS): a new approach for controlled and scalable CDR
Natalia Belkin, Josh Steinberg, Amit Dan Grossman +2
This paper introduces Microalgae Carbon Fixation and Sinking (MCFS), a novel marine CDR methodology that uses a tailored substrate to promote phytoplankton growth, followed by rapid sinking to the deep ocean for durable carbon sequestration…
🌍 GlobalPreprintCrossref2025#Supply ChainDOI
Probabilistic, Measurement-Informed Greenhouse Gas Emissions from Global Liquefied Natural Gas Supply Chains Reveal Wide Country-Level Variation
Haoming Ma, Yuanrui Zhu, Wennan Long +6
This paper develops a probabilistic, geospatial, and measurement-informed life cycle assessment model covering over 90% of global LNG trade to estimate GHG emissions intensity (EI) of supply chains. It finds a ~5x range in EI from 8.6 g CO2…
🌍 Global📚 Peer-reviewed · JournalClimate Policy2026#PolicyDOI
Mobilizing carbon dioxide removals (CDR): getting the policies right
Malte Winkler, Axel Michaelowa
This paper discusses policy design for effectively mobilizing carbon dioxide removal (CDR) technologies. It compares policy instruments such as carbon pricing, subsidies, and regulations, proposing an optimal policy mix to promote CDR deplo…
🌍 GlobalPreprintClimate2025#Carbon AccountingDOI
Beyond Production-Based Accounting: A Comparative SWOT Analysis of GHG Inventory Frameworks and Their Policy Implications
Rodrigo Gil, Carlos Morillas, Jose Traub +3
This study conducts a SWOT analysis comparing production-based (PBA), consumption-based (CBA), historical cumulative (HBA), and per capita-based (PCBA) GHG accounting frameworks across 23 major emitting countries. It reveals dramatic rankin…
🌍 Global📚 Peer-reviewed · JournalNature Environment and Pollution Technology2026#Renewable EnergyDOI
Solar-Based Polygeneration Systems for a Carbon Neutral Future with Focus on Hydrogen Production: A Comprehensive Review
G. S. Girishkumar, M. R. Kamesh, N. Shreekala +4
This review comprehensively examines solar photovoltaic-thermal (PVT) systems integrated with hydrogen production in polygeneration configurations. Concentrated PVT (CPVT) achieves up to 78.93% energy efficiency and 65% exergy efficiency, e…