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.
Peer-reviewedJournalEnergy Conversion and Management: X2026#CCUSDOI
Multi-Criteria decision framework for commercial and advanced CO2 capture technologies: a data-driven review and assessment for industrial decarbonization
Shaima Al-Salmani, Muhammad Bilal, Muhammad Abdul Qyyum
This paper proposes a multi-criteria decision framework for evaluating commercial and advanced CO2 capture technologies, using a data-driven review to assess their applicability for industrial decarbonization.
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
High-temperature electrolytic ironmaking driven by green electricity toward decarbonization: Evaluating molten salt electrolysis and molten oxide electrolysis routes
Zhen Wang, Mengmeng Liu, Renze Xu
This paper evaluates high-temperature electrolytic ironmaking powered by green electricity for decarbonization, comparing molten salt electrolysis and molten oxide electrolysis routes.
Peer-reviewed🇪🇺 EuropeJournalWater2026#CCUSDOI
Dynamic Water-Energy-Carbon Trade-Off Optimization for Heavy Industry Decarbonization via Deep Reinforcement Learning: A UK Case Study
M. Hassan, M. B. Rasheed, Inam Ullah Khan +1
This study develops a dynamic Water-Energy-Carbon trade-off optimization model using Soft Actor-Critic deep reinforcement learning for industrial decarbonization. It quantifies the secondary burden of carbon capture on water and power syste…
Peer-reviewed🇪🇺 EuropeJournalCarbon Capture Science & Technology2026#CCUSDOI
Assessing CO2 Capture and Storage for the Decarbonization of a Bulgarian Cement Plant from an Environmental and Economic Perspective
José Luis Ares-Sainz, Ivaylo Bozhkov, Veronika Georgieva +2
This paper assesses the environmental and economic feasibility of CO2 capture and storage (CCS) for decarbonizing a Bulgarian cement plant. It provides a case study of a hard-to-abate sector and evaluates emission reductions and costs.
Peer-reviewedJournalTransportation Engineering2026#Supply ChainDOI
RELiC-build: A reliability-embedded SCGE–scheduling framework to quantify climate impacts and decarbonization options in construction supply chains
Hamsa F. Nimer, Odey Alshboul, Musab Abuaddous +1
This paper proposes RELiC-build, a reliability-embedded SCGE-scheduling framework to quantify climate impacts and decarbonization options in construction supply chains. The framework enables assessment of emission reduction measures and the…
Peer-reviewedJournalEnergy for Sustainable Development2026#EV & TransportDOI
Unlocking India's $200 billion electric vehicle opportunity: State policies, grid decarbonization, and machine learning insights for sustainable development
Yash Modi, M.J. Mungla, Suketu Jani
This paper analyzes India's potential $200 billion EV market, emphasizing state policies and grid decarbonization. It also provides machine learning insights for sustainable development.
Peer-reviewedJournalRenewable Energy2026#Carbon PricingDOI
A cooperative game-based framework for coordinated electricity–carbon trading among heterogeneous prosumers: Equitable sharing and decarbonization gains
Peiwen Yang, Fei Wu, Zeyu Xing
This paper proposes a cooperative game-based framework for coordinated electricity and carbon trading among heterogeneous prosumers, ensuring equitable sharing of decarbonization gains. Simulations demonstrate the mechanism's effectiveness …
Peer-reviewedJournalApplied Thermal Engineering2026#Renewable EnergyDOI
Techno-economic and environmental assessment of an integrated PVT-based solar-assisted heat pump with seasonal thermal storage for public housing decarbonisation
Wu Rengaowa, Teresa Arauzo
This paper assesses the techno-economic and environmental performance of an integrated PVT-based solar-assisted heat pump with seasonal thermal storage for decarbonising public housing. It quantifies cost efficiency and CO2 reduction potent…
Peer-reviewedCNJournalEnergy Strategy Reviews2026#Energy TransitionDOI
Optimizing decarbonization pathways for the energy-economy-carbon nexus: A case study of the Chengdu-Chongqing economic circle
Lu Chen, Wei Liu
This paper optimizes decarbonization pathways for the energy-economy-carbon nexus using a case study of the Chengdu-Chongqing economic circle in China. It provides region-specific strategies with policy implications for balancing economic g…
Peer-reviewedCNJournalBiomass and Bioenergy2026#Energy TransitionDOI
A pathway to agricultural decarbonization: Assessing the negative-carbon potential of photovoltaic hydrothermal liquefaction of straw in China
Jian Wang, Feifei Yu, Tianhua Yang +8
This study evaluates the negative-carbon potential of a novel process combining photovoltaic energy with hydrothermal liquefaction of agricultural straw in China. It quantifies the carbon reduction potential and discusses implications for a…
Peer-reviewedCNJournalEnergy Policy2026#PolicyDOI
Optimizing economy-energy-environment (3Es) policy mixes for decarbonization: Synergies, trade-offs, and regional implementation in China
Anping Ye, Yu-Jie Hu, Bao-Jun Tang +2
This paper explores optimization of economy-energy-environment (3E) policy mixes for decarbonization in China, analyzing synergies and trade-offs and proposing regional implementation strategies.
Preprint🇪🇺 EuropeCrossref2026#Disclosure InfrastructureDOI
From Compliance to Strategic Differentiation: How a Culture of Sustainability enables CSRD and Long-Term Value Creation
Francesca D'Angelo
This paper proposes a conceptual framework analyzing how organizational culture interprets and implements CSRD requirements. Based on three dimensions—Purpose, Leadership, and Organizational Culture—it argues that culture acts as an enablin…
Peer-reviewedCNJournalGlobal Challenges2026#PolicyDOI
Decarbonization at What Cost? Assessing the Agricultural Economic Impact of Mitigation Policy: Evidence From Net‐Zero Targets
Yu Lai, Zhaopu Liu, Mingen Zhao +2
Using net-zero targets from 143 nations, this study finds mitigation policy reduces agricultural output by 7.9%, with emission reductions only half that amount. Output losses are mainly due to stagnant mitigation technology, but adaptation …
Peer-reviewedJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Decarbonization of industries using reverse brayton high temperature heat pumps: A case study in the ceramic industry
Dimitrios N. Korres, Evangelos Bellos, Nikolaos Nikolopoulos +6
This paper examines the potential of reverse Brayton high-temperature heat pumps for industrial decarbonization, using the ceramic industry as a case study. It analyzes technical feasibility and CO2 reduction effects for high-temperature he…
Peer-reviewedJournalChemical Engineering Science2026#CCUSDOI
Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization
Xuewen Zhang, Kuniadi Wandy Huang, Dat-Nguyen Vo +3
This paper proposes a machine learning-based hybrid dynamic model and economic predictive control for carbon capture processes on ships. It aims to improve CO2 capture efficiency and reduce operational costs, contributing to decarbonization…
Peer-reviewedJournalEnergy2026#Energy TransitionDOI
Regional transportation carbon emission prediction and decarbonization pathway analysis based on LASSO-BWO-ELM hybrid heuristic algorithm
Yu Li Xu, Jin Xin Cao, Zhen Shan Xu +1
This paper proposes a LASSO-BWO-ELM hybrid heuristic algorithm for regional transportation carbon emission prediction and decarbonization pathway analysis. The algorithm demonstrates effectiveness and provides specific decarbonization strat…
Peer-reviewed🌍 GlobalJournalApplied Energy2026#Energy TransitionDOI
Numerical optimization of aviation decarbonization scenarios: balancing traffic and emissions with maturing energy carriers and aircraft technology
Ian Costa-Alves, Nicolas Gourdain, François Gallard +3
This paper proposes a numerical optimization framework for aviation decarbonization, balancing growing traffic demand with emission reduction targets. It considers maturing energy carriers (sustainable aviation fuels, hydrogen) and aircraft…
Peer-reviewedJournalTransportation Research Part E: Logistics and Transportation Review2026#Energy TransitionDOI
Intelligent and decarbonized technology investment strategies for green port operations considering port congestion and shippers’ decarbonization preference
Shangsong Long, Hui Zhao, Yadong Wang +2
This paper proposes intelligent and decarbonized technology investment strategies for green port operations, taking into account port congestion and shippers' decarbonization preferences. It develops a model to optimize investment decisions…
Peer-reviewedJournalAdvances in Applied Energy2026#Energy TransitionDOI
Battery-Electric vs. Hydrogen: Modeling the decarbonization pathways and environmental trade-offs of global road freight
Fayas Malik Kanchiralla, Maria de Oliveira Laurin, Selma Brynolf +1
This paper models decarbonization pathways for global road freight, comparing battery-electric vehicles (BEVs) and hydrogen fuel cell vehicles. It assesses environmental trade-offs on a lifecycle basis, highlighting how optimal solutions va…
Peer-reviewed🇪🇺 EuropeJournalEnergy Economics2026#Energy TransitionDOI
Socially fair decarbonization pathways for housing and mobility – Insights from a multi-model analysis for Austria
Claudia Kettner, Julia Bock-Schappelwein, Daniela Kletzan-Slamanig +8
This paper uses a multi-model analysis to explore socially fair decarbonization pathways for housing and mobility in Austria, highlighting the need to integrate energy transition with social policies.