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.
🇪🇺 Europe📚 Peer-reviewed · JournalIET conference proceedings.2026#Energy TransitionDOI
Uncertainty-aware probabilistic energy forecasting for low-carbon industrial energy management systems
Divyabhan S. Duggal, Haimeng Wu, Neil S. Beattie +1
This paper proposes a probabilistic multi-horizon forecasting framework based on a multi-output quantile LSTM architecture for industrial energy management with on-site renewables. It uses conformal prediction to improve prediction interval…
🇺🇸 USA📚 Peer-reviewed · JournalEnergy Policy2026#Energy TransitionDOI
Competing energy futures: Industrial policy, energy markets, and the global implications of Biden's IRA and Trump's 2025 fossil-fuel strategy
Stuart P. M. Mackintosh, Thierry Warin
This article compares Biden's clean-energy industrial policy (IRA, CHIPS, etc.) with Trump's 2025 fossil-fuel strategy, analyzing how the policy shift affects investment flows and energy markets, and highlights the uncertainty for low-carbo…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Energy TransitionDOI
Driving environmental sustainability: exploring the role of energy transition, digitalization, globalization, and industrial structure in carbon emission efficiency
Hawazen Almugren, Abida Hafeez, Ahmed A. Mashaal +1
This study analyzes determinants of carbon emission efficiency (CEE) for 170 countries from 2002-2021. Digitalization and energy transition significantly improve CEE, while industrial structure and globalization have negative impacts. A U-s…
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Marine fuel choices and related life-cycle environmental impacts under global shipping policies
1 CUBE
This study uses a global energy system model to assess energy transitions in shipping under different policies. A postponed IMO net-zero framework could increase biofuel use to 40% by 2040 but may miss net-zero targets, while a combined lev…
📚 Peer-reviewed · JournalChemical Engineering Journal2026#Energy TransitionDOI
Precision instantaneous heating-driven carbon reconfiguration to boost plateau capacity of hard carbon for sodium storage
Zhenjuan Zang, Yue Wang (65477), Tian Luo +2
This study proposes a method to reconfigure the carbon structure of hard carbon via instantaneous heating, boosting plateau capacity for sodium-ion batteries. It demonstrates potential for improving energy storage performance from a materia…
📚 Peer-reviewed · JournalJournal of Process Control2026#Energy TransitionDOI
Decarbonization as a systems and control challenge: From superstructure optimization to multi-period decision-making under uncertainty
Sunwoo Kim, Jay H. Lee
This paper frames decarbonization as a systems and control problem, proposing methods such as superstructure optimization and multi-period decision-making under uncertainty to support planning of decarbonization pathways from an engineering…
📚 Peer-reviewed · JournalEnvironmental Progress & Sustainable Energy2026#Energy TransitionDOI
Transport‐related carbon dioxide emissions: Energy pathways, decarbonization strategies, and public health implications
Suresh Vellaiyan, Shanmugavel Kuppusamy, Yuvarajan Devarajan +5
This review presents an integrated framework linking transport CO2 emissions, real-world driving variability, atmospheric processes, and public health outcomes. It highlights discrepancies between laboratory certification cycles and on-road…
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Optimizing hybrid power-fuel configurations for container ships under decarbonization uncertainty
Zhongxiu Peng, Yuzhe Zhao, Theo Notteboom +1
This paper proposes an optimization method for hybrid power-fuel configurations on container ships under decarbonization uncertainty, aiding fuel transition and emission reduction strategies.
📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Energy modeling for a low-carbon future and global decarbonization
Sumaira Salam, Misbah Shahzadi, Haji Ghulam Qutab +4
This paper presents energy modeling approaches for achieving a low-carbon future and global decarbonization. While lacking specific analysis, it suggests directions for energy transition.
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Robust scheduling of a multi-energy system with hybrid electric-thermal-methanol storage: A carbon-cycle-integrated approach for operational flexibility
Geng Zhang, Jiangjiang Wang, Chenchen Zhai +2
This paper proposes a robust scheduling method for a multi-energy system integrating electric, thermal, and methanol storage with carbon cycle integration. It demonstrates operational flexibility improvements and CO2 reduction under uncerta…
🇨🇳 China📚 Peer-reviewed · JournalNano-Micro Letters2026#Energy TransitionDOI
Advanced Design of Three-Dimensional Lithiophilic Carbon-Based Hosts for Anode-Free Lithium Metal Batteries
Fan Yang, Xiaoping Yang, ZhaoXia Xu +7
This review summarizes recent advances in the design of three-dimensional lithiophilic carbon-based hosts for anode-free lithium metal batteries (AFLMBs). It systematically classifies carbon materials and lithiophilic modification strategie…
🌍 Global📚 Peer-reviewed · JournalDiscover Sustainability2026#Energy TransitionDOI
Stock market development, bank credit, and renewable energy as drivers of carbon intensity using a wavelet quantile approach
Tien Hoang Nguyen, Thi Ngoc Lan Pham, Vu Bao Tran +1
This study examines the time-dependent, nonlinear, and distributional heterogeneity of stock market expansion, bank credit, trade openness, and renewable energy on carbon intensity in Vietnam using wavelet quantile regression and correlatio…
🌍 Global📚 Peer-reviewed · JournalSwiss Journal of Economics and Statistics2019#Energy TransitionDOI
Multi-model comparison of Swiss decarbonization scenarios
Landis F.
This study compares multiple models of Swiss decarbonization scenarios, revealing insights into emission reduction pathways and policy implications. The results highlight how different model assumptions and structures affect scenario outcom…
📚 Peer-reviewed · Conference34th Electrical Insulation Conference Eic 20162016#Energy TransitionDOI
Greenhouse gas emission reductions through use of a sustainable alternative to SF6
Owens J.G.
SF6 is a potent greenhouse gas. This paper discusses emission reductions by replacing SF6 with a sustainable alternative in electrical equipment, contributing to power sector decarbonization.
📚 Peer-reviewed · JournalResources Conservation and Recycling2023#Energy TransitionDOI
Achieving the sustainable development goals through net zero emissions: Innovation-driven strategies for transitioning from incremental to radical lean, green and digital technologies
Yadav S.
This paper proposes innovation-driven strategies for transitioning from incremental to radical lean, green, and digital technologies to achieve net zero emissions and sustainable development goals. It explores how such transitions can accel…
🌍 Global📚 Peer-reviewed · JournalPlos Sustainability and Transformation2023#Energy TransitionDOI
How to achieve the net-zero target? Lessons learned from past transformations
Guthauser A.
This paper analyzes past societal and industrial transformations to draw lessons for achieving net-zero targets. By examining historical energy transitions and technological innovations, it provides insights for policymakers and practitione…
📚 Peer-reviewed · ConferenceGreen Energy and Technology2026#Energy TransitionDOI
Towards a Net-Zero Infrastructure: Proposal for an Enhanced LCA Model for Power Plants
Locatelli G.
This paper proposes an enhanced life cycle assessment (LCA) model for power plants to achieve net-zero infrastructure. It aims to improve carbon accounting accuracy across the entire power generation process, supporting decarbonization prog…
📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2025#Energy TransitionDOI
Scenarios of sustainable energy transition towards the decarbonisation of the road transport sector: A case study for Mexico
Vallarta-Serrano S.I.
This paper presents scenarios for sustainable energy transition towards decarbonisation of the road transport sector in Mexico. It evaluates the feasibility of different policy and technology pathways, offering insights for developing count…
🌍 GlobalJournal2026#Energy TransitionDOI
Supporting Renewable Energy or Carbon Capture: How Can It Change the Energy Transition?
Abdullah Abdulaziz Aljarboua, Ryan Alyamani, Olivier Durand-Lasserve
Using KAPSARC's multi-region partial-equilibrium energy system model, this paper analyzes how subsidies for renewable energy and carbon capture and storage (CCS) reshape global decarbonization pathways. It finds that the type of support sig…
📚 Peer-reviewed · JournalSustainable Chemistry and Pharmacy2026#Energy TransitionDOI
Anchoring carbon dots over low-content Pt loaded TiO2 for enhanced solar driven nitrogen fixation to ammonia
Huaiwei Zhang, Liang Bao, Ying Pan +1
This study develops a novel photocatalyst for solar-driven nitrogen fixation to ammonia. By anchoring carbon dots and low-content Pt on TiO2, ammonia production efficiency is enhanced. This technology could contribute to green ammonia synth…