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🇨🇳 ChinaJournalSmart and Sustainable Built Environment2026#Energy EfficiencyDOI
Artificial intelligence–assisted integration of phase change material-embedded clay bricks for net-zero modular construction
Masood Karamoozian, Hong Zhang, Aminreza Karamoozian +1
An AI-assisted framework integrates PCM-embedded clay bricks into modular walls for net-zero buildings. A PINN surrogate plus genetic algorithm re-optimizes PCM melting point, loading and placement per climate zone, evaluated via EnergyPlus…
Peer-reviewedJournalCurrent World Environment2026#Energy EfficiencyDOI
Bridging the Awareness-Action Gap in Household Electricity Consumption: Behavioural Determinants and Policy Implications for Sustainable Energy Transition in Urban India
Shrikant Dhondiram Ghodke, Saumya Yaduvanshi, Nikita Balotiya +1
Survey of 103 urban Indian households finds uniformly high environmental responsibility but a persistent value-action gap. Awareness of India's BEE Star Rating strongly predicts energy-efficient appliance adoption (OR=3.445), while educatio…
Peer-reviewedJournalEnvironmental Modelling and Software2015#Energy EfficiencyDOI
A computational software tool for the minimization of costs and greenhouse gas emissions associated with water distribution systems
Stokes C.S.
This work presents a computational software tool that jointly minimizes costs and greenhouse gas emissions in water distribution systems. It applies optimization to balance decarbonization with economic efficiency in infrastructure operatio…
Peer-reviewedJournalInternational Journal of Building Pathology and Adaptation2026#Energy EfficiencyDOI
Circular economy-driven bio-digital building adaptation: integrating biodegradable materials with AI-enabled lifecycle tracking
Navodya Dahami Wijesundara
This study develops and validates a bio-digital building adaptation framework linking biodegradable materials with AI-enabled digital lifecycle tracking. Two scenarios—mycelium composite partitions and hempcrete insulation retrofits—achieve…
Peer-reviewedJournalDiscover Sustainability2026#Energy EfficiencyDOI
Evaluation of functional dimensions of energy management system software tools for sustainable energy applications
Muhammad Shahzad Akbar, Adnan Aslam Noon, Javed Ahmed Khan Tipu +2
This study statistically evaluates 11 functional dimensions of Energy Management System (EMS) software tools via a survey of 75 respondents, using descriptive statistics, Pearson correlation, and exploratory factor analysis. Economic analys…
Preprint🇪🇺 EuropeZenodo2026#Energy EfficiencyDOI
Fit4Micro Solution for a microCHCP Hybrid Heating System Running on Biofuels
Capaccioli, Stefano, Grassi, Angela, Delanaye, Michel +11
The Horizon Europe Fit4Micro project develops a micro-combined heat, cooling and power (microCHCP) unit running on sustainable liquid biofuels for multifamily and off-grid buildings. Based on a double-shaft micro gas turbine with a novel hu…
Peer-reviewedJournalResults in Engineering2026#Energy EfficiencyDOI
Cross-sectoral energy audit and scenario-based decarbonization assessment of manufacturing industries in Nepal: A comparative study of dairy, plastic, and metal sectors
Adity Sapkota, Shreya Paudel, Ashim Joshi +1
A comparative study conducting cross-sectoral energy audits and scenario-based decarbonization assessment across Nepal's dairy, plastic, and metal manufacturing sectors. It highlights sector-specific energy use patterns and abatement potent…
Peer-reviewedJournalInternational Communications in Heat and Mass Transfer2026#Energy EfficiencyDOI
PV/T-assisted underfloor heating with phase change material to improve indoor thermal comfort in a test room designed according to nearly zero-energy building principles: experimental and numerical study
Gür M.
An experimental and numerical study evaluating a PV/T-assisted underfloor heating system combined with phase change material (PCM) to improve indoor thermal comfort in a test room built to nearly zero-energy building (nZEB) standards. It in…
Peer-reviewed🇺🇸 USAJournalEnergy Efficiency2011#Energy EfficiencyDOI
Building commissioning: A golden opportunity for reducing energy costs and greenhouse gas emissions in the United States
Mills E.
This study analyzes how building commissioning reduces energy costs and greenhouse gas emissions across US buildings. It highlights commissioning as a low-cost operational measure that cuts energy use and emissions in the building sector. T…
Peer-reviewedJournalDiscover Civil Engineering2026#Energy EfficiencyDOI
A review of nanomaterials in sustainable construction: enhancing material performance and reducing environmental impact
Jamal Shehu, A. U. Idris
This review surveys nanomaterials (nano-silica, CNTs, TiO2, nano-clay) added to concrete, steel, glass and insulation to boost mechanical performance, durability and functionality. These gains lower environmental footprint via reduced mater…
Peer-reviewedJournalBuilding and Environment2026#Energy EfficiencyDOI
Design for low carbon modular buildings: A hypergraph neural network surrogate model
Yuchen Gao, Weisheng Lu, Bolun Wang
This work develops a hypergraph neural network surrogate model to support the design of low-carbon modular buildings. It aims to rapidly predict carbon and performance metrics from design parameters, accelerating design-space exploration an…
Peer-reviewed🇯🇵 JapanJournaleceee Summer Study proceedings2026#Energy EfficiencyDOI
Reflections on redesigning ‘Cool Roofs’ – beyond reflective coatings for energy poor communities in India
Vivek Mustafa Gilani, Hasan Khan, Anusha Mohan +6
The paper critiques mainstream reflective 'Cool Roofs' for underperforming in dense informal settlements in India, citing maintenance burdens, displaced heat, and supply-chain dependence. Drawing on four years of pilots across 200 buildings…
Preprint🇪🇺 EuropeZenodo2026#Energy EfficiencyDOI
Factsheet | Smart automation and control services for building performance optimisation
ICONS foundation
AI-driven smart automation and control services auto-generate optimisation strategies tailored to different buildings and climates. They improve comfort, cut energy consumption, better use renewables, and let buildings offer grid flexibilit…
Peer-reviewed🇪🇺 EuropeJournalhttps://theses.hal.science/tel-03828488 ; Energie électrique. Université Grenoble Alpes [2020-.], 2022. Français. ⟨NNT : 2022GRALT037⟩2022#Energy EfficiencyDOI
Design and technological implementation of static converters using a 3D package with an integrated cooling system ; Conception et implémentation technologique de convertisseurs de puissance à partir d'un packaging 3D avec refroidissement intégré
Bikinga, Wendpanga
This thesis designs and prototypes a modular 3D package with integrated cooling for fast-switching SiC/GaN static converters. By optimizing chip placement and cutting thermal interfaces, it reduces parasitic inductance while boosting volume…
Peer-reviewed🇪🇺 EuropeJournal2023#Energy EfficiencyDOI
Electricity consumption of 28 German companies in 15-min resolution
Huber, Julian, Klempp, Nikolai, Becker, Jens +1
A dataset of 15-minute electricity consumption for 28 German companies in 2014 and 2018, adjusted for daylight saving inconsistencies. Collected by utilities for billing and released via the SINTEG program, it supports energy transition res…
Peer-reviewedJournalInternational Journal of Applied Power Engineering (IJAPE); Vol 15, No 3: September 2026; 1458-1474 ; 2722-2624 ; 2252-8792 ; 10.11591/ijape.v15.i32026#Energy EfficiencyDOI
Hybrid AC/DC and conventional AC house efficiency for net zero energy homes
Taufik, Taufik, Nurwarsito, Heru, Bury, Tyler +1
A MATLAB/Simulink steady-state comparison of hybrid AC/DC versus conventional AC residential electrical systems for net-zero energy homes. Twelve models (120V/60Hz and 230V/50Hz) include PV, battery storage, converters, and line resistance.…
Peer-reviewedJournalEnergy2026#Energy EfficiencyDOI
Data-driven electricity–computing–thermal coordinated optimization for data centers with MDN-based scenario probability updating and ADMM with adaptive common degradation degree
Weng Z.
Proposes coordinated electricity–computing–thermal optimization for data centers, using a mixture density network (MDN) to update scenario probabilities and an ADMM variant with adaptive common degradation degree for distributed solving. Ai…
Peer-reviewedJournalEnergy2026#Energy EfficiencyDOI
From performance assessment to design optimization: A risk-based framework for net-zero energy buildings under uncertainty
Lu Y.
Proposes a risk-based framework that moves net-zero energy building (ZEB) practice from performance assessment toward design optimization under uncertainty. It explicitly incorporates uncertainty into early-stage design decisions. Details o…
Peer-reviewedJournalINT’L JOURNAL OF EDUCATION, MANAGEMENT SCIENCES AND PROFESSIONAL STUDIES2026#Energy EfficiencyDOI
ALTERNATIVES TO TRADITIONAL CONSTRUCTION MATERIALS AND THEIR ENVIRONMENTAL IMPACT
Tony Aku Amba, Evelyn Allu Kangu, J. .. Chong
This study empirically evaluates sustainable alternatives to conventional construction materials (bamboo, recycled steel, fly ash bricks, rammed earth, low-carbon concrete, recycled plastic) in Jos, Nigeria. Findings show alternatives cut c…
Peer-reviewedJournalNatural Resources for Human Health2026#Energy EfficiencyDOI
Green Building Development in Sarawak, Malaysia: A Comprehensive Approach to a Sustainable Future and Net-Zero Buildings by 2050
Saidatul Kesuma Dewi Binti Ismail
This structured narrative review (PRISMA-lite) maps green building development and net-zero pathways in Sarawak, Malaysia, across policy, technology, finance, and stakeholder dimensions. Energy efficiency (72%) and renewable integration (65…
