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-reviewed🌍 GlobalJournalWIREs Climate Change2026#Energy TransitionDOI
Towards Decarbonisation: Reducing Emissions From Transport in Olympic Host Cities
A. Fabre, Aysin Dedekorkut-howes, Millicent Kennelly +1
This review investigates decarbonisation efforts in transport for Olympic host cities, highlighting how mega-events can catalyze sustainable urban mobility transitions such as public transport investment and clean technologies. Challenges i…
Peer-reviewed🇪🇺 EuropeJournalNature Communications2026#Energy TransitionDOI
2040 greenhouse gas reduction targets and energy transitions in line with the EU Green Deal
Renato Rodrigues, R. Pietzcker, Joanna Sitarz +9
This study uses an integrated energy-economy-climate model to explore EU pathways to climate neutrality, informing the 2040 target-setting process. Results indicate that 86% emission reductions (range 80-93%) from 1990 levels are cost-effic…
Peer-reviewedJournalEnvironmental Research Letters2026#Energy TransitionDOI
Green vs growth? Exploring British Columbia’s energy transition trade-offs using integrated energy systems modelling
Aaron Hoyle, Madeleine Seatle, B. Griffin +2
This paper analyzes the trade-offs between decarbonization through electrification and economic development in British Columbia, Canada, using an integrated energy systems model. Comparing scenarios of implemented policies versus additional…
Peer-reviewed🌍 GlobalJournalInternational Journal of Advanced Research2026#Energy TransitionDOI
BENCHMARKING STATISTICAL, MACHINE LEARNING, DEEP LEARNING, AND HYBRID FORECASTING MODELS FOR GLOBAL RENEWABLE ENERGY CONSUMPTION: A WALK-FORWARD CROSS-VALIDATION STUDY WITH STRUCTURAL BREAK ANALYSIS
Shaon Biswas, Paramita Roy
This paper benchmarks 13 forecasting model families on global renewable energy consumption (World Bank indicator, 1990-2020) using walk-forward cross-validation with a 3-year horizon. It evaluates models via Diebold-Mariano tests and Model …
Peer-reviewed🌍 GlobalJournalEnvironmental Research: Energy2026#Energy TransitionDOI
Decoding global carbon pathways: modeling emission patterns, turning points, and drivers in major countries
Chaoqing Huang, Qian Wu, W. Xue +4
This study proposes a Carbon Emission Trajectory Curve (CETC) model using 1990-2021 data from 58 major countries, classifying emission pathways into 6 archetypes and 18 subtypes. It finds turning points concentrated in 2000-2005 for develop…
Peer-reviewedJournalACS Catalysis2026#Energy TransitionDOI
Mn-Promoted Co/TiO2 Catalysts: Quantitative Analysis of Cobalt Polymorphs and Stacking Faults and Its Effect on Fischer-Tropsch Synthesis Performance
Danial Farooq, Lucy Costley-Wood, Sebastian Stockenhuber +9
This study quantifies cobalt polymorphs and stacking faults in Mn-promoted Co/TiO2 Fischer-Tropsch catalysts. It shows that 3% Mn loading enhances HCP domains and Co2C formation, correlating with higher alcohol/olefin selectivity. Highlight…
Peer-reviewedJournalnpj Climate Action2026#Energy TransitionDOI
Decarbonization pathways for Canada’s federated energy system using a subnational integrated assessment model
Muhammad Awais, Deven Azevedo, Madeleine McPherson
This study uses a subnational integrated assessment model to explore decarbonization pathways for Canada's federated energy system. It analyzes regional differences in optimal technology and policy choices to achieve national emission reduc…
Peer-reviewed🌍 GlobalJournalJournal of Sailing Technology2026#Energy TransitionDOI
Wind-Assisted Ship: A Simplified Model to Identify Factors of Performance
Thibault Maubert, Samuel Jacquet, Alexandre Kneip +1
This paper develops a simplified framework to evaluate key parameters affecting wind-assisted ship propulsion (WASP) performance. It compares Flettner rotors and rigid wings, twin-hull vs. monohull designs, vessel speed, and weather routing…
Peer-reviewed🇪🇺 EuropeJournalEnergy, Sustainability and Society2026#Energy TransitionDOI
Dynamic prospective life cycle assessment of transition paths for the Austrian steel industry
Ladislaus Lang-Quantzendorff, Martin Beermann
This study applies dynamic prospective life cycle assessment to evaluate decarbonization transition paths for the Austrian steel industry. It compares technology options such as hydrogen direct reduction and CCS, assessing environmental imp…
🌍 Global2026#Energy Transition
AI-Simulated Expert Panels for Socio-Technical Scenarios and Decision Guidance
Andrew G. Ross, Allan Ross
This paper introduces an AI-simulated expert panel to generate socio-technical scenarios for net-zero transitions. It uses probabilistic cross-impact balance analysis and multi-criteria decision analysis to create consistent pathways, appli…
Peer-reviewedJournalEnergy Storage2026#Energy TransitionDOI
Nickel Modified Cobalt Molybdate Nanocomposites for High‐Performance Supercapattery
Sivagaami Sundari Gunasekaran, Jun Yeop Lee, Balaji Ramachandran +1
This study fabricated NiCoMoO4 nanocomposites as high-performance supercapattery electrodes, achieving 714 F/g capacitance and 99% retention after 25,000 cycles. The synergistic effect of nickel and cobalt molybdate enhances electrochemical…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
The Energy Transition in Bulgaria: An Analysis of Economic, Social, and Environmental Perspectives on State-Owned Companies
Bagryan Malamin, D. Zgureva, Mina Daskalova-Karakasheva +1
This study analyzes Bulgarian state-owned energy companies' capacity for sustainable transition to low-carbon electricity. It finds nuclear power aligns with sustainability principles while lignite-fired plants face economic and environment…
Peer-reviewed🌍 GlobalJournalÇalışma ve Toplum2026#Energy TransitionDOI
Building an Inclusive Just Transition Framework for Türkiye’s Fossil Fuel Workforce: An Input-Output Analysis
Ahmet Atıl Aşıcı
This paper develops a Just Transition framework for Türkiye's fossil fuel workforce by combining global case studies and Input-Output analysis. It finds that redirecting demand from coal to agriculture creates the most jobs (135,617 per 8.9…
Peer-reviewed🌍 GlobalJournalEmerald Emerging Markets Case Studies2026#Energy TransitionDOI
Forging a zero-carbon future: Tata Steel Ltd.’s sustainability transformation in an emerging market
Nikhil Belavadi, G. S. Kulkarni
This case study examines Tata Steel Ltd.'s decarbonization transformation in an emerging market, focusing on hydrogen-based steelmaking, CCS, renewable energy, and circular economy. It presents a dilemma in 2025: accelerate commercializatio…
Peer-reviewedJournalBusiness Strategy and the Environment2026#Energy TransitionDOI
Corporate Decarbonization via Technology and Management
Heidy Montero‐Teran, R. Sinkovics, O. Kuivalainen
This study provides a comprehensive review of decarbonization, advanced technologies, and management strategies, highlighting the challenges of technology integration and the need for a holistic approach. It argues that corporate decarboniz…
Peer-reviewedCNJournalProblemy Ekorozwoju2026#Energy TransitionDOI
Electricity Network Capacity Needs for Industrial Decarbonization in China: Pathways to Net-Zero under Grid Constraints
Mohammed Touitou
This paper provides the first spatially explicit assessment of electricity grid constraints for industrial decarbonization in China, projecting that over 55% of large industrial sites could face capacity shortfalls by 2040-2050 without targ…
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 Challenges2026#Energy TransitionDOI
Advanced Nuclear Energy Pathways for a Net‐Zero World: Fuel Cycles, Reactors, and Policy Readiness
R. Haggam, R. Jayabal, S. S +6
This review assesses advanced nuclear technologies including thorium fuels, minor actinides, molten salt reactors (MSRs), small modular reactors (SMRs), and fast breeder reactors (FBRs). It analyzes technical performance, fuel cycle attribu…