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.
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Input data for SHIFT: Steel & Hydrogen Integrated Freight Trade
Schumm, Leon, Tautorus, Jan
This dataset provides input data for SHIFT, a spatially resolved techno-economic optimization model of global iron and steel supply chains under decarbonization. It identifies cost-optimal configurations for mining, hydrogen production, DRI…
Peer-reviewed🇺🇸 USAConferenceSPE Nigeria Annual International Conference and Exhibition2026#Energy TransitionDOI
A Review of Decarbonization Pathways in Oil and Gas: CCS, Hydrogen, and Digital Optimization
Zainab Iyiola, Oluchi Ejehu, Michal Ezeh +3
The oil and gas sector accounts for ~5.1 Gt CO2eq direct emissions annually (~15% of global energy-related GHGs). This systematic review of 218 sources (2013-2024) evaluates CCS, hydrogen, and digital optimization pathways. Integrated strat…
Peer-reviewed🌍 GlobalJournalACS Sustainable Chemistry & Engineering2026#CCUSDOI
Decarbonizing Acetic Acid Production with CO2-Based Feedstocks: A Multiregional Prospective Life Cycle Assessment
C. Meier, Sebastian Wodak, Martin Schubert +2
This study evaluates decarbonization pathways for acetic acid production by combining process simulation with prospective LCA across China, the U.S., and Germany, comparing fossil-based and CO2-derived feedstocks. Currently, coal-based meth…
Peer-reviewed🇨🇳 ChinaJournalENGINEERING Management2026#Energy TransitionDOI
Correcting the trajectory: Establishing a universal benchmark and rebalancing research priorities for zero-carbon industrial parks
Jialong Zhao, Ke Wang, Xunpeng Shi +1
This paper addresses the lack of a universal benchmark for zero-carbon industrial parks (ZCIPs), proposing a standardized framework to guide their development. It analyzes existing research priorities and calls for rebalancing to align with…
Peer-reviewed🇨🇳 ChinaJournalEnergy Economics2026#AI × ESGDOI
Artificial intelligence and the energy trilemma: A general-purpose technology perspective
Eduardo Andres Pardo-Piñashca, Muhammad Shahbaz, Ioannis Kyriakou +1
This paper examines AI as a general-purpose technology and its impact on the energy trilemma (security, equity, sustainability). It discusses AI's transformative role in optimizing energy systems and informing policy, offering insights for …
Peer-reviewed🇨🇳 ChinaJournalEnergy Research & Social Science2026#Energy TransitionDOI
When energy transition needs negotiation: How multiple stakeholders communicate for a just transition in China
Fanxu Zeng, Xiaotong Chen
This paper examines the role of multi-stakeholder communication and negotiation in achieving a just energy transition in China. It highlights the importance of dialogue for social acceptance and policy formation, offering practical insights…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy TransitionDOI
The Net Fossil EnergySavings of Global Solar PV SupplyChains and Their Vulnerability to Tariff Barriers
Shuxian Zheng, Yize Liu, Tong He +4
This study integrates a dynamic partial equilibrium model with LCA to quantify the net fossil energy savings of the global solar PV supply chain over its life cycle. Despite increased consumption from manufacturing and transport, the fossil…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy TransitionDOI
Resourceand ClimateImplications of China’sPassenger Vehicle Fleet Transition to 2050
Fanran Meng, Yiling Xiong, H.L. Gauch +5
This study quantifies the resource and climate implications of China's passenger vehicle fleet transition to 2050 using a bottom-up stock model. The fleet grows from 218 million in 2019 to 360-520 million by 2050, with lifecycle GHG, energy…
🇺🇸 USADatasetZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
GreenCalculus — US Supply-Chain GHG Emission Factors by NAICS-6 (EPA)
Jeremiah Say
Based on EPA Supply Chain GHG Emission Factors v1.3.0, this provides emission factors for 1,016 US commodities in kg CO2e per 2022 US dollar of purchaser price. The 135-fold spread (cement 3.924 to insurance 0.029) shows sector selection do…
Peer-reviewed🇨🇳 ChinaJournalJournal of environmental chemical engineering2026#CCUSDOI
Competitive Ion Transport and Process Optimization for Removing Heat-Stable Salts from Carbon-Capture Amine Solutions by Three-compartment Electrodialysis
Xiaomiao Lü, Yixin Chai, Tianliang Ma +3
This paper investigates three-compartment electrodialysis for removing heat-stable salts from degraded amine solutions in CO2 capture processes. It elucidates competitive ion transport mechanisms and optimizes process conditions to improve …
🇺🇸 USAJournal2026#CCUSDOI
Evaluating Polymer Properties with Different Additives for Carbon Capture and Other Applications
Patrick Stiles, USDOE National Nuclear Security Administration (NNSA), Congwang Ye
This study evaluates how different additives affect polymer properties for carbon capture applications. By systematically examining performance changes, it may provide guidelines for material design to improve CCUS efficiency. However, deta…
🌍 GlobalJournalDiscover Concrete and Cement2026#Energy TransitionDOI
A systematic review of agricultural ash supplementary cementitious materials as low-carbon alternatives to ordinary Portland cement from 2005 to 2025
Abd Wahab, Humphrey Danso, Emmanuel Appiah‐Kubi
This systematic review synthesizes 47 studies on agricultural ash as low-carbon cement substitutes. It finds silica content positively correlates with compressive strength, while loss on ignition negatively correlates. Rice husk ash shows t…
Peer-reviewed🇨🇳 ChinaJournalJournal of Materials in Civil Engineering2026#Energy TransitionDOI
Developing Low-Carbon Concrete from Recycled Wind Turbine Blades: Fresh and Short-Term Properties
Xie Bing, Chao Wu
This study evaluates recycled wind turbine blade materials (GFRP and thermally treated GF550) as supplementary cementitious materials. GF550 shows comparable compressive strength to fly ash at 10% replacement, but higher ratios reduce stren…
Peer-reviewed🌍 GlobalJournalImperial College Research Computing Service Data Repository2026#Energy TransitionDOI
Unlocking heat pump flexibility to deliver low-carbon heating and support the electricity grid
Hui Yan, Jacek Pawlack, Aruna Sivakumar +9
Heating buildings accounts for ~20% of UK emissions, so decarbonizing heat is key. This brief explores how heat pump flexibility can support the grid while providing low-carbon heating. Research shows that well-designed tariffs and scheduli…
Peer-reviewed🇨🇳 ChinaJournalScottish Journal of Political Economy2026#PolicyDOI
Environmental Policies and Wage Inequality: Evidence From China's Low‐Carbon City Policy
Hongfang Han, Jiakai Zhang
This study examines the impact of China's low-carbon city policy (LCCP) on wage inequality between executives and rank-and-file employees using a difference-in-differences approach with A-share listed firm data (2007-2023). The LCCP reduces…
Peer-reviewed🇨🇳 ChinaJournalEnergy & Environment2026#Energy TransitionDOI
Factors influencing the low-carbon transition: Evidence from the EU economies
Li Meng, Олександр Кубатко, Vladyslav Piven +2
This study analyzes determinants of decarbonization in 27 EU economies from 2013-2021, using both GHG emissions and carbon intensity as dependent variables. Results show renewable energy is a key driver, with a 10-percentage-point increase …
🌍 GlobalJournalResearch Explorer (The University of Manchester)2026#Policy
International shipping climate change targets - update
Simon; id_orcid 0000-0002-1935-1519 Bullock, Alice; id_orcid 0000-0003-4551-1608 Larkin, James; id_orcid 0000-0001-7435-9954 Mason
This briefing note updates the 2023 paper on IMO targets, incorporating latest data on global CO2 emissions, shipping emissions, and remaining carbon budgets to propose Paris-compatible targets for international shipping.
Preprint🌍 GlobalResearch Square2026#Transition FinanceDOI
Dynamic Carbon-Budget Black--Litterman Portfolio Optimization under ETS Transition Risk: EU and UK Historical Learning Cases and a Thai Pre-ETS Application
Wanyok Atisattapong, Pasin Marupanthorn
This paper proposes a dynamic carbon-budget portfolio optimization framework under ETS transition risk, using Black-Litterman model. It validates with EU and UK historical data and applies to Thailand's pre-ETS context, offering investors a…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainability2026#Energy TransitionDOI
A perspective on digitally enabled circular waste-to-resource systems integrating biomass engineering, pyrolysis, and adsorption
Veilumuthu Pattapulavar, D. V. Wilson
This perspective proposes an integrated waste-to-resource framework combining biomass engineering, pyrolysis, and adsorption, enhanced by AI, IoT, and digital twins. It emphasizes modular, decentralized systems that reduce transport emissio…
Peer-reviewed🇪🇺 EuropeJournalTransportation Research Interdisciplinary Perspectives2026#Energy TransitionDOI
The role of ports in the transition to low-emission trucks – a multi-system transition analysis
Jonathan Schmid, Samantha Eleanor Tanzer, Lóránt Tavasszy
This study identifies nine conditions under which ports can accelerate the adoption of low-emission trucks for hinterland transport. Using a multi-system transition lens, it analyzes technological, actor, and institutional couplings, consid…