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-reviewedJournalInternational Journal of Energy Research2026#Energy TransitionDOI
A Comprehensive Framework for Energy Decision‐Making Toward Achieving Net Zero by 2050 Using Machine Learning
Muhammad Zubair, Yumna Akram, Polina Matesha
This study uses machine learning to forecast the UAE's electricity mix transition to 2050, showing fossil fuels decline from 94% to 49%, renewables and nuclear rise. CO2 emissions drop 92%, but a gap remains, highlighting need for deeper sy…
ConferenceOffshore Technology Conference Asia2026#Energy TransitionDOI
Achieving Net-Zero GHG Emissions in Offshore Oil & Gas Operations: A Case Study on Greenfield Design Strategies
A. Saresantivong, P. Chatwarodom, V. Abadi +2
This paper presents a low-carbon design strategy for a greenfield offshore oil production facility in Malaysia, integrating gas reinjection, nitrogen purge, and renewable energy to achieve 83-98% GHG reduction versus conventional facilities…
Peer-reviewed🌍 GlobalJournalClimate Policy2026#Energy TransitionDOI
Net-zero compatible development pathways in Argentina, Brazil, China, India, Indonesia, Mexico and South Africa: lessons for short-term actions
Yann Briand, Johannes Svensson, Clara Lepin +22
This paper presents national net-zero pathways for seven emerging economies (Argentina, Brazil, China, India, Indonesia, Mexico, South Africa) using the Deep Decarbonization Pathways (DDP) methodology. It identifies common transformations i…
Peer-reviewed🌍 GlobalJournalGlobal Journal of Engineering and Technology Advances2026#Energy TransitionDOI
Time Series Based CO2 Emission Forecasting and Energy Mix Analysis for Net Zero Transitions: A Multi Country Study
Salim Oyinlola, J. Ajayi, Gozie Ibekwe
This study analyzes long-term CO2 emission trajectories across five major economies (Nigeria, US, China, Brazil, Russia) using time-series forecasting models integrated with energy mix characteristics. Holt-Winters method outperformed other…
Peer-reviewedJournalFrontiers in Marine Science2026#Energy TransitionDOI
The impact of shipping practitioners’ low-carbon transition cognition on corporate green practices: a moderated mediation model
Tianjiao Li, Qiong Chen, Yui-yip Lau
This study examines how shipping practitioners' low-carbon transition cognition (LCTC) relates to perceived corporate green practices (CGP). Based on a survey of 416 shipping professionals, results show that LCTC positively influences CGP b…
Peer-reviewedJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Pathways to net-zero: a Fuzzy DEMATEL–VIKOR framework for prioritizing sustainable energy strategies aligned with the SDGs
Diyang Zhang, Teresa Rodrguez Gonzlez Ma., Ahmad Alkhayyat
This study develops a hybrid Fuzzy DEMATEL-VIKOR framework to evaluate and prioritize decarbonization strategies aligned with the SDGs. Results show policy feasibility and technological readiness as key drivers, with energy efficiency and r…
Peer-reviewed🌍 GlobalJournalPNAS Nexus2026#Energy TransitionDOI
Charting net-zero pathways for ASEAN's energy sector
Sheng Zhong, Bin Su, Dimitri J. Papageorgiou +3
This paper presents a capacity expansion model for ASEAN to achieve net-zero emissions by 2050, integrating electricity and hydrogen production. It identifies two pathways: accelerated renewables and battery storage (95% RE share, 28% batte…
Peer-reviewed🌍 GlobalJournalGeography and Sustainability2026#Energy TransitionDOI
Wide range of potential spillover effects under net-zero emissions pathways for Australia’s land sector: Policy settings for a sustainable transition
Md Shakil Khan, E. Moallemi, D. Thiruvady +4
This paper examines the wide range of potential spillover effects under net-zero emissions pathways for Australia's land sector, focusing on policy settings for a sustainable transition. It analyzes economic, social, and environmental impac…
Peer-reviewedJournalEnergy2026#Energy TransitionDOI
Redesigning energy transition pathways: Integrating mineral constraints and circular economy in net-zero power system planning
Arian Zahedmanesh, Gregor Verbič, G. Rajarathnam +5
This paper proposes a new framework integrating mineral resource constraints and circular economy principles into net-zero power system planning, highlighting the importance of resource efficiency and sustainability in energy transition pat…
Peer-reviewedJournalNature Sustainability2026#Energy TransitionDOI
Cross-system cascades as drivers of the electrification pathway in net-zero transitions
F. Geels, A. Andersen
This paper analyzes cross-system cascades as drivers of electrification in net-zero transitions. It models spillover effects across energy, transport, and industry systems, highlighting policy-technology interactions to accelerate electrifi…
Peer-reviewedJournalAIP Advances2026#Energy TransitionDOI
Yemen’s energy transition: Achieving net zero emissions through renewable integration and sustainable planning
Mohammad Duhis, Muhammad Asim, Mohsin Pervez +2
This research uses the LEAP energy model to analyze five supply-side scenarios for Yemen's electricity sector from 2022-2050. It finds that renewable energy integration can achieve net zero emissions with 99 TWh generation by 2050, meeting …
Peer-reviewedJournalInternational journal of advances in signal and image sciences2026#Energy TransitionDOI
Integrated Carbon-Neutral LNG And Hydrogen Pathways For Vietnam’s Net-Zero Transition: A Techno-Economic And System-Level Assessment
Nguyen Thai Son, Nguyen Truong Ky
This paper assesses the techno-economic feasibility and system-level impacts of integrating carbon-neutral LNG and hydrogen pathways for Vietnam's net-zero transition. It evaluates the combined use of these energy carriers to achieve decarb…
Peer-reviewedCNJournalSustainability2026#Energy TransitionDOI
Governing Collaborative Technological Innovation for Net-Zero Transition in Micro-Jurisdictions: Evidence from Macao’s New Qualitative Productivity Framework
Bowen Chen, Xiaoyu Wei, Shenghua Lou +3
This study examines collaborative technological innovation governance for net-zero transition in micro-jurisdictions, using Macao as a case. It proposes a polycentric governance model involving government, enterprises, academia, and civil s…
Peer-reviewedJournalBioenergy Research2026#Energy TransitionDOI
Overcoming Barriers for the Upscale of Biodiesel Production: A Pathway Towards Net Zero Transition
V. J. S. Chandramouli P, B. Balakrishna, V. Rambabu
This paper analyzes barriers to scaling up biodiesel production and proposes pathways for net zero transition. It examines challenges in production, economics, and policy support, highlighting biodiesel's potential as a sustainable fuel.
Peer-reviewedCNJournalNature Communications2026#Energy TransitionDOI
Exploring the feasible net-zero transition pathway in China considering energy system flexibility
Shu Zhang, Wenying Chen
This paper explores feasible net-zero transition pathways for China, with a focus on energy system flexibility. Although no abstract is available, the title suggests a critical analysis of decarbonization feasibility in the world's largest …
CNConference2026 2nd International Conference on Electrical Automation and Artificial Intelligence (ICEAAI)2026#Energy TransitionDOI
Economic and Environmental Comparison of District Centralized Energy Supply Systems in Hot-Summer and Cold-Winter Regions
Wenwen Zhang, Qingrong Liu, Yingjun Ruan +5
This study compares five district energy supply schemes for commercial building clusters in Zhejiang, China: gas-electric hybrid, gas cogeneration, all-electric (heat pumps), PV integration, and energy storage. Results show all-electric pat…
Peer-reviewedJournalSustainability2026#Energy TransitionDOI
Adaptive Preference-Based Multi-Objective Energy Management in Smart Microgrids: A Novel Hierarchical Optimization Framework with Dynamic Weight Allocation and Advanced Constraint Handling
N. Alshammari, F. Alyami, Sheeraz Iqbal +2
This paper proposes an adaptive preference-based multi-objective optimization framework for intelligent energy management in smart microgrids, simultaneously minimizing operational cost and carbon emissions while enhancing voltage stability…
Peer-reviewed🌍 GlobalJournalJournal of Environmental & Earth Sciences2026#Energy TransitionDOI
The Role of Grid Informatization in Mitigating Environmental Impacts: A Global Perspective on Smart Grid Applications
Shuang Yang, Chao Liu, Yuan Cao +2
This review synthesizes global evidence on how grid informatization (smart grids) reduces environmental impacts via six pathways: efficiency, flexibility, renewable integration, DER coordination, electrification management, and resilience. …
Peer-reviewed🇺🇸 USAJournalEnvironmental Science and Technology2026#Energy TransitionDOI
Co-Location of Cellulosic Bioethanol and Alcohol-to-Jet (ATJ) Production Facilities for Targeted Scale-Up of Sustainable Aviation Fuel (SAF) Production
Maria F Bianco, Wenjun Guo, Madhu Khanna +1
This study evaluates the economic and carbon intensity implications of producing sustainable aviation fuel (SAF) by co-locating cellulosic ethanol biorefineries with Alcohol-to-Jet (ATJ) facilities at 1000 randomly sampled sites in the U.S.…
Peer-reviewed🌍 GlobalJournalAdvanced Energy and Sustainability Research2026#Energy TransitionDOI
Techno‐Economic‐Environmental Assessment of Pyrolysis‐Based Power Production From Methane
Muhammad Jalili Zarabadi, S. Karuturi
This study assesses a pyrolysis-based combined cycle for low-carbon power generation from methane. Compared to conventional natural gas combined cycle, it achieves ~54% CO2 reduction but at higher electricity cost. Carbon pricing or valoriz…