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-reviewedJournalJournal of Cleaner Production2025#Energy TransitionDOI
Heat pumps and the path to net-zero: A comparative assessment of air-source heat pumps in Canada
Nassar M.
This paper provides a comparative assessment of air-source heat pumps in Canada, evaluating their role in achieving net-zero emissions. It focuses on performance in cold climates and cost-effectiveness, offering insights for heat pump deplo…
Peer-reviewedJournalArchnet Ijar International Journal of Architectural Research2025#Energy TransitionDOI
A comprehensive life cycle roadmap for net-zero built environment in the MENA region
Bahgat R.
This paper presents a comprehensive life cycle roadmap for achieving a net-zero built environment in the MENA region. It examines emission reduction measures across construction, operation, and end-of-life phases, considering regional clima…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Science and Policy2026#PolicyDOI
Separated targets are not enough: How spatiotemporal fixes and policy corridors embedded mitigation deterrence in Swedish net-zero politics
Allesson J.
This paper analyzes how spatiotemporal fixes and policy corridors in Swedish net-zero politics lead to mitigation deterrence, arguing that separated targets are insufficient and may embed loopholes that delay emission reductions.
Peer-reviewedConferenceAnnual Conference of the International Group for Lean Construction Iglc2026#Supply ChainDOI
GREEN AND DIGITAL INNOVATIONS FOR MANAGING CONSTRUCTION SUPPLY CHAIN IN THE NET ZERO ECONOMY (NZE)
Al-Zaini A.
This paper explores green and digital innovations for managing construction supply chains in the net-zero economy. The lack of abstract limits detailed understanding, but it likely addresses decarbonization and digital transformation in con…
Peer-reviewedJournalTransportation Research Part D Transport and Environment2026#Energy TransitionDOI
Net-zero GHG emission in shipping networks: Role of alternative fuel bunkering hubs
Yap W.Y.
This paper investigates the role of alternative fuel bunkering hubs in achieving net-zero greenhouse gas emissions from shipping networks. It explores infrastructure requirements and network design for fuels such as hydrogen and ammonia, of…
Peer-reviewedJournalEnergy Research and Social Science2023#PolicyDOI
Six bold steps towards net-zero industry
Sovacool B.K.
This paper proposes six concrete steps for achieving net-zero industry, likely covering policy actions, technology deployment, and investment. The steps aim to accelerate decarbonization in heavy industry sectors.
Peer-reviewed🌍 GlobalConferenceIop Conference Series Earth and Environmental Science2023#PolicyDOI
The problem with net zero building policy: Reflecting on the making, and future, of a global discourse
Hasan L.
This paper critically examines the global discourse on net-zero building policy, reflecting on its formation and future challenges while highlighting limitations in current frameworks.
Peer-reviewedJournalComputers and Industrial Engineering2026#Scope 3DOI
An integrative framework for Supply Chain Net-Zero: A critical analysis of literature reviews
Lahmar A.
This paper proposes an integrative framework for achieving net-zero in supply chains by critically analyzing existing literature reviews. It emphasizes strategies for emission reduction across the supply chain and the importance of addressi…
Peer-reviewedJournalSustainability Switzerland2025#Energy TransitionDOI
Decarbonization of Shipping and Progressing Towards Reducing Greenhouse Gas Emissions to Net Zero: A Bibliometric Analysis
Anantharaman M.
This bibliometric analysis maps the research landscape on shipping decarbonization and net-zero greenhouse gas emissions. It identifies key trends, technologies, and policy themes, providing a comprehensive overview for researchers and stak…
Peer-reviewedJournalEnvironmental Science and Technology2024#Energy TransitionDOI
Transitioning Toward a Zero-Emission Electricity Sector in a Net-Zero Pathway for Africa Delivers Contrasting Energy, Economic and Sustainability Synergies Across the Region
Adun H.
This study analyzes the transition to a zero-emission electricity sector in Africa under a net-zero pathway, revealing contrasting energy, economic, and sustainability synergies across different regions. It provides policy insights for bala…
Peer-reviewed🌍 GlobalJournalJournal of Environmental Management2023#PolicyDOI
The political economy of net-zero transitions: Policy drivers, barriers, and justice benefits to decarbonization in eight carbon-neutral countries
Sovacool B.K.
This paper analyzes the political economy of net-zero transitions across eight carbon-neutral countries, examining policy drivers, barriers, and justice benefits. It provides cross-country insights into successful decarbonization policies a…
Peer-reviewed🌍 GlobalJournalTechnology audit and production reserves2026#ESGDOI
Development and application of the scenario-fractal ESG assessment method for enterprise decision sustainability
O. Kniaz, P. Pererva, Ihor Franiv +2
This study develops a scenario-fractal ESG assessment method for evaluating sustainability of enterprise decisions. Applied to decarbonization solutions of steel firms Interpipe, Metinvest, and SSAB, it found SSAB's solution had the highest…
Peer-reviewed🇨🇳 ChinaJournalJournal of Engineering Design2026#EV & TransportDOI
Sustainable design of new energy vehicle forms based on visual attention sequences and the Kolmogorov-Arnold Transformer
Xinhui Kang, Ziteng Zhao, Zimo Chen
This paper proposes a sustainable design approach for new energy vehicle (NEV) forms by integrating visual focus sequences with Kolmogorov-Arnold Transformer (KAT). Eye-tracking captures user focus; morphological decomposition is constructe…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#HydrogenDOI
Synergistic Reduction of Carbon and Pollutants in China’s Coal Chemical Industry Using Renewable H2 and O2
Yuanhao Sun, Y Zhang, Y P Li +2
This study uses LCA and TEA to evaluate the synergistic reduction potential of replacing conventional coal-based H2/O2 with renewable-powered electrolytic H2/O2 in China's coal chemical industry. Considering green H2 supply constraints, ach…
Peer-reviewed🇨🇳 ChinaJournalWorld Electric Vehicle Journal2026#EV & TransportDOI
Vehicle-to-Grid Systems for Renewable Energy Integration: Scheduling, Economics, and User Engagement
Peiying Zhang, Xiangguo Zheng, Yujie Yuan +2
This review systematically synthesizes recent advances in Vehicle-to-Grid (V2G) systems for renewable energy integration, focusing on coordinated scheduling, economic mechanisms, battery degradation, and user engagement. It covers technical…
Peer-reviewed🇨🇳 ChinaJournalNature Geoscience2026#Climate ScienceDOI
Limited energy for microorganisms constrains carbon accrual in soil
Chaoqun Wang, Lin Xue, Peter B. Reich +3
This study shows that energy limitations for soil microorganisms constrain carbon accrual, providing mechanistic insights into microbial controls on carbon cycling and implications for soil carbon sequestration as a climate mitigation strat…
Peer-reviewed🇨🇳 ChinaJournalACS Sustainable Chemistry & Engineering2026#Energy TransitionDOI
Toward Net-Zero Wastewater Sludge Management in China: Life Cycle and Multidimensional Analysis of Optimized Thermal Treatment Pathways
Chaochu Fang, Minyan Wang, Cheng Shen +9
This study develops an energy-normalized life cycle assessment model for sewage sludge treatment in China, finding that an integrated anaerobic digestion-pyrolysis system achieves net-negative carbon emissions, reducing cumulative provincia…
Peer-reviewed🇨🇳 ChinaJournalBiology2026#Climate ScienceDOI
A Dynamic Succession-Based Life-Cycle Simulation Model for Projecting Carbon Source–Sink Transitions in Urban Plant Communities
Xiaxi Liuyang, Jiayu Lu, Yang Cao
This study develops a dynamic life-cycle simulation model to project 50-year carbon source-sink transitions for 150 urban plant communities in Tianjin, China. Results show most communities shift from carbon sources to sinks over time, with …
Peer-reviewed🇨🇳 ChinaJournalMathematics2026#AI × ESGDOI
CaStNet: A Causality-Guided Decomposition and Cell-State-Driven Attention Framework for Carbon Price Forecasting
Zhenchen Sun, Min Xiao, D Zhang +3
This paper proposes CaStNet, a causality-guided decomposition and cell-state-driven attention framework for carbon price forecasting. It uses Granger causality for residual decomposition and cell-state differential velocity for adaptive att…
Peer-reviewed🇨🇳 ChinaJournalApplied Sciences2026#Energy TransitionDOI
A Review of Multi-Objective Optimization-Based Site Selection for Power Plants: Principles and Methods
Liu Yang, Siteng Zhao, Peichao Gao +2
This paper systematically reviews research on multi-objective optimization for power plant site selection in the context of global energy transition and China's 'dual carbon' strategy. Analyzing four dimensions—research trends, objective fu…