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.

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Topic: #Energy Efficiency (clear)

Showing 41–50 of 50 papers

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…

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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…

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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…

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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…

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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…

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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…

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