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🌍 GlobalJournalResources Policy2023#Energy EfficiencyDOI
Optimizing energy efficiency investments in steel firms: A real options model considering carbon trading and tax cuts during challenging economic conditions
Zhou Y.
This study applies a real options model to optimize energy efficiency investments in steel firms, considering carbon trading and tax cuts. It derives optimal investment strategies under economic downturns, highlighting the interplay between…
Peer-reviewed🌍 GlobalJournalVeredas do Direito2026#Energy EfficiencyDOI
GREEN FTTH: ENERGY EFFICIENCY OF ACCESS NETWORKS AND SUSTAINABLE DESIGNS
Malik Faisal Ahmad
This review (2020-2025) synthesizes literature on FTTH energy efficiency and sustainable design. FTTH outperforms copper but depends on operational practices like sleep/doze modes, dynamic bandwidth allocation, and renewable integration. A …
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy EfficiencyDOI
Drivers, Technology Evolution and Systematic Research Framework: A Review on Carbon Reduction Retrofit Technologies and Exploration of Pathways for Existing Buildings
Xiaoxuan Ma, Qinghai Guo, Gang Lian +1
This systematic review, following PRISMA, screened 244 articles and analyzed 77 studies. It summarizes the evolution of low-carbon retrofit technologies over the past five decades and identifies climate pressures, policies, stakeholder dema…
Peer-reviewed🌍 GlobalJournalCommunications Sustainability2026#Energy EfficiencyDOI
Silicate-derived calcium as a pathway to low-carbon Portland cement
Jeff P. Prancevic, Cody E. Finke, Eric Peterson +3
This paper examines the viability of producing ordinary Portland cement using carbon-free silicate rocks like basalt instead of limestone. Thermodynamic analysis shows that producing cement from basalt could reduce total energy demand by 30…
Peer-reviewed🌍 GlobalJournalEnergy Conversion and Management2026#Energy EfficiencyDOI
Generalized electrification solutions for breweries: A Pinch Analysis-based approach to Heat Pump integration and process decarbonization
Roger Padullés, Martin Pihl Andersen, Niklas Bagge Mogensen +3
This paper proposes generalized electrification solutions for breweries using Pinch Analysis for heat pump integration and process decarbonization. It offers a practical method to improve energy efficiency and reduce emissions at industrial…
Peer-reviewed🌍 GlobalJournalTransportation Research Part D: Transport and Environment2026#Energy EfficiencyDOI
Physics-guided machine learning for ship biofouling assessment in support of maritime decarbonization
Xiao Lang, Mingyang Zhang, Wengang Mao +2
This paper proposes a physics-guided machine learning approach to assess ship biofouling, which increases drag and fuel consumption. By integrating physical constraints into ML models, it enables more accurate evaluation, supporting operati…
PreprintCNSustainability2026#Energy EfficiencyDOI
How Does Digital Intelligence Transformation Reshape Carbon Emission Efficiency in Resource-Based Cities?
Qiguo Yi, Guiling Ran, Huiting Chen
This study analyzes panel data from 110 Chinese resource-based cities (2013-2022) to examine the impact of digital intelligence transformation (DIT) on carbon emission efficiency (CEE). Using a comprehensive DIT index and SBM-GML approach, …
Peer-reviewed🌍 GlobalJournalBuildings2023#Energy EfficiencyDOI
Moving toward Net Zero Carbon Buildings to Face Global Warming: A Narrative Review
Tirelli D.
This narrative review comprehensively synthesizes strategies for achieving net zero carbon buildings, including energy efficiency, renewable energy integration, and life-cycle assessment. It identifies key barriers and enablers for adoption…
Peer-reviewed🌍 GlobalJournalSuranaree Journal of Science and Technology2026#Energy EfficiencyDOI
ADAPTIVE DIGITAL TWIN SYSTEM FOR CEMENT PRODUCTION OPTIMIZATION USING MARKOV CHAIN-BASED REACTION RATE MODELLING
P. Dutta, Vasileios Paliktzoglou, S. Shambhavi +2
This study proposes an Adaptive Digital Twin (ADT) framework for cement kilns, fusing real-time data with a Markov Chain-based reaction rate model to predict and control chemical transformations. A reinforcement learning controller optimize…
Peer-reviewed🌍 GlobalJournalResults in Engineering2026#Energy EfficiencyDOI
The role of turbulence in climate mitigation and sustainable engineering
Hoyas Sergio, Vinuesa Ricardo
This paper quantifies the global emission reduction potential from turbulence-informed design, estimating up to 6 GtCO2-eq per year (10% of global emissions). It highlights that turbulence-related inefficiencies in transport, energy convers…