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.
Preprint🌍 GlobalarXiv2026#Energy Transition
Multi-Objective Deep Reinforcement Learning for Secure and Stable Power System Operation
Ioannis Papadopoulos, Georgios Tsaousoglou, Johanna Vorwerk
This paper proposes a unified deep reinforcement learning agent for power system operation that balances thermal security and small-signal stability under stochastic load variations. The agent achieves better trade-offs than single-objectiv…
Peer-reviewedCNJournalJournal of Cleaner Production2026#Energy TransitionDOI
Cost-saving and decarbonization-oriented coordinated optimization for copper metallurgy integrated energy system under material–energy–carbon coupling constraints
Zhao Luo, Zitong Huang, Dewen Liu +11
This paper proposes a coordinated optimization model for an integrated energy system in copper metallurgy, considering material-energy-carbon coupling constraints. It derives operational plans that achieve both cost savings and decarbonizat…
Peer-reviewed🌍 GlobalJournalEnvironmental Challenges2026#Energy TransitionDOI
System-Level Decarbonization of Rice Milling through Solar PV, Biomass, and Electrified Logistics: A Case Study in Thailand
Kanokkon Vorraapinyaporn, Prapita Thanarak, Unchittha Prasatsap +1
This case study analyzes system-level decarbonization of rice milling in Thailand by integrating solar PV, biomass, and electrified logistics. It evaluates emission reductions and economic feasibility, demonstrating potential for decarboniz…
Peer-reviewed🇪🇺 EuropeJournalEnergy2023#Energy TransitionDOI
Assessment of the marginal technologies reacting to demand response events: A French case-study
Biéron M.
This paper assesses the marginal technologies that react to demand response events in the French power system. It analyzes the impact of demand response on grid carbon intensity and operations, offering insights for energy transition polici…
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2024#Energy TransitionDOI
Decarbonizing the European energy system in the absence of Russian gas: Hydrogen uptake and carbon capture developments in the power, heat and industry sectors
Durakovic G.
This study analyzes decarbonization pathways for the European energy system under a Russian gas supply disruption, focusing on power, heat, and industry. It highlights the critical role of hydrogen and carbon capture, with industrial demand…
Peer-reviewed🇺🇸 USAJournalEnergy and Climate Change2023#Energy TransitionDOI
Net-zero CO2 by 2050 scenarios for the United States in the Energy Modeling Forum 37 study
Browning M.
This paper analyzes multiple scenarios for the United States to achieve net-zero CO2 by 2050 using the Energy Modeling Forum 37 (EMF37) framework. It compares technological, economic, and policy pathways, assessing feasibility and cost impl…
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2021#Energy TransitionDOI
Industry in a net-zero emissions world: New mitigation pathways, new supply chains, modelling needs and policy implications
Bataille C.
This paper analyzes transition pathways for the industrial sector toward net-zero emissions, discussing new supply chain configurations, modeling challenges, and policy implications. It examines technological, economic, and institutional ba…
Peer-reviewed🌍 GlobalJournalJournal of Environmental & Earth Sciences2026#Energy TransitionDOI
Materials for a Regenerative Built Environment: A Review of Novel Green Construction Technologies
Yayuqiong Zeng, Qi Huang, Liuchun Zhang +1
This review examines the shift toward regenerative material systems in the built environment, evaluating bio-derived and carbon-storing materials (e.g., engineered timber, hempcrete) and low-carbon or circular mineral alternatives (e.g., lo…
Peer-reviewed🇨🇳 ChinaJournalAI2026#Energy TransitionDOI
From Empowerment to Vulnerability: The Computation–Energy Paradox of AI-Enabled Power-Transport Systems
Zhang Chenxuan, Peixiao Fan, Siqi Bu +1
This paper highlights the energy costs of integrating AI into power-transport networks, introducing the 'Computation-Energy Paradox.' It shows via a case study that during disasters, increased AI use for emergency management can worsen powe…
Peer-reviewed🇪🇺 EuropeJournalNature Communications2026#Energy TransitionDOI
Rethinking concrete durability for low-carbon concretes through climate-informed corrosion modelling
Cristhiana Albert, Thilo Schmid, Zhidong Zhang +1
Decarbonizing concrete is vital for climate targets, but low-carbon mixes often reduce alkalinity, raising corrosion concerns. This paper proposes a framework combining moisture transport modeling and corrosion science to predict microclima…
Peer-reviewed🌍 GlobalJournalSpringer Link (Chiba Institute of Technology)2026#Energy TransitionDOI
Smart Energy: Trends, Opportunities, and Challenges
Anup Pradhan, Peter Onu
This survey comprehensively analyzes the evolution, current state, and prospects of smart energy, revealing a shift toward decentralized systems, renewable integration, and digitalization. It identifies challenges such as cybersecurity, reg…
Peer-reviewed🌍 GlobalJournalInternational Journal of Energy Sector Management2026#Energy TransitionDOI
Does renewable energy diversification shield against energy uncertainty? Unpacking the role of innovation
Himanshu Sekhar Panda, Mantu Kumar Mahalik
Using panel data from 8 emerging and 16 developed economies (1996-2022), this study finds that renewable energy diversification mitigates energy uncertainty more effectively in emerging economies. Innovation strengthens this effect, while e…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Trigger rules optimization for adaptable investment in distribution substation capacity under uncertainty: Untapping the value of flexibility
Ruiz Hernandez, Miguel Angel, Gomez San Roman, Tomas, Chaves-Ávila, José Pablo
This paper proposes a stochastic optimization model for timing distribution substation capacity investments under uncertainty, integrating real options and trigger rules. It demonstrates strong synergies with flexibility solutions, achievin…
Peer-reviewedCNJournalPublic Health and Environment2026#Energy TransitionDOI
Electricity-Carbon Integration for Zero-Carbon Industrial Parks: A Systematic Framework from Power System Transformation to Carbon Management
Lu Hong, Feng Tian, Chunyan Diao +1
This paper proposes a systematic framework for zero-carbon industrial parks based on electricity-carbon integration, combining digital twin monitoring, VPP-enabled optimization, deep decarbonization technologies (BIPV, CCUS, green hydrogen)…
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2026#Energy TransitionDOI
On track but too slow? The dynamics of EU decarbonization
Parisa Pakrooh, Matteo Manera
This paper assesses the progress of EU decarbonization, suggesting that current trajectories are too slow relative to targets. It analyzes policy effectiveness and industrial implications, arguing for acceleration.
Peer-reviewed🌍 GlobalJournalProceedings of the National Academy of Sciences of the United States of America2013#Energy TransitionDOI
Biomass use, production, feed efficiencies, and greenhouse gas emissions from global livestock systems
Herrero M.
This paper provides a comprehensive empirical analysis of biomass use, production, feed efficiency, and greenhouse gas emissions in global livestock systems. It quantifies the climate impact of livestock and suggests potential for emission …
Peer-reviewed🌍 GlobalJournalInternational journal of research and innovation in applied science2026#Energy TransitionDOI
Case Study on National Fuel Transition Strategies, a Five-Country Analysis of Alternative and Low-Carbon Energy Pathways
Dr. Shyam Shukla, Suyesha S
This paper analyzes fuel transition strategies for international shipping across five countries, focusing on low-carbon fuels like hydrogen, ammonia, and methanol. It argues that achieving IMO's 2050 targets requires integrated technologica…
Peer-reviewedCNJournal2026 10th International Conference on Green Energy and Applications (ICGEA)2026#Energy TransitionDOI
Technical Pathways, Cost-Effectiveness, and Policy Mechanisms of Sustainable Aviation Fuel: A Comprehensive Assessment of Singapore's Experience
Xiaohui Bai, Lin Liu
This paper systematically reviews Singapore's SAF development, integrating policy support, technology deployment, and market mechanisms. Using LCA and techno-economic modeling, it provides quantitative policy simulations and draws implicati…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Digital Empowerment and Sectoral Energy-Structure Transition: Evidence from Global Production Networks
Hao Zhu, Zhida Jin, Jingyang Zhang +3
Using WIOD data for 2000-2014, this study empirically examines how digital empowerment affects sectoral energy-structure transition. Digitalization is associated with lower fossil-fuel shares and total energy consumption, with effects varyi…
Peer-reviewed🇨🇳 ChinaJournalEnergy Reviews2026#Energy TransitionDOI
Research Progress of Isothermal Compressed Air Energy Storage System and Technology
Saisong Huang, Yuting Yang, Siqi Zhang +4
This review outlines recent advances in isothermal compressed air energy storage (ICAES), a long-duration storage technology enabling high renewable penetration. Focusing on spray injection and liquid piston technologies, it comprehensively…