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-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…
Peer-reviewedJournalModern construction and architecture2026#Energy EfficiencyDOI
COMPARATIVE ANALYSIS OF THE THERMAL EFFICIENCY AND CARBON FOOTPRINT OF MODERN ENVELOPE MATERIALS
A. Myronchuk
This study compares modern building envelope materials (mineral wool, EPS, aerated concrete, ceramic blocks, CLT, SIP, bio-based) on thermal efficiency and life-cycle carbon footprint. Wood-based and bio-composite materials show the lowest …
Peer-reviewed🌍 GlobalJournalCase Studies in Construction Materials2026#Energy EfficiencyDOI
Performance of hempcrete for carbon-negative construction: Density, compressive strength, durability and carbon sequestration
Kari Steyn, Wibke De Villiers, Adewumi John Babafemi
This study evaluates hempcrete as a carbon-negative construction material, testing two mix designs with lime-metakaolin binder and partial potassium sulphate substitution. A 3% sulphate replacement improved compressive strength, reduced dry…
Peer-reviewed🇪🇺 EuropeJournalIl Colle di Galileo2026#Energy EfficiencyDOI
Functional refurbishment of Villino Abetti, improvement of energy efficiency and carbon neutrality at Arcetri Observatory
Alessandro Barucci
A practical case study on the functional refurbishment of Villino Abetti at the Arcetri Observatory in Italy, targeting improved energy efficiency and carbon neutrality. It illustrates a concrete decarbonization pathway for public and resea…
Peer-reviewedCNJournalEnergy2026#Energy EfficiencyDOI
Balancing Energy-Comfort-Carbon Trade-Offs for Traditional Sanheyuan Building Retrofit: A Decision Support Framework Integrating Two-Stage SHAP Analysis and Pareto Clustering
Bailing Zhou, Yinyin Deng, Niejiaying Xie
Proposes a decision-support framework optimizing energy, comfort, and carbon trade-offs in retrofitting traditional Chinese Sanheyuan dwellings. Two-stage SHAP analysis interprets design-variable contributions, while Pareto clustering organ…
Peer-reviewed🇪🇺 EuropeJournalFrontiers in Environmental Science2026#Energy EfficiencyDOI
An integrated ECAM–Entropy–TOPSIS framework for evaluating energy consumption and greenhouse gas emissions in drinking water supply systems
Madalina Elena Abalasei, Daniela Fighir, Ramona Ciobanu +1
This study integrates the ECAM tool with Entropy weighting and TOPSIS to assess energy use and GHG emissions across abstraction, treatment, and distribution stages of a surface water supply system in Iaşi, Romania. It estimates 10.35 GWh an…
Peer-reviewedJournalEnvironmental Research and Technology2026#Energy EfficiencyDOI
Evaluation the impact of passive and active strategies on energy efficiency of public buildings: A comprehensive review
Oumaima Arib, Aziz Ettahir
Public buildings account for 30% of global final energy use and 26% of energy-related emissions. This systematic review surveys a decade of literature on KPIs and assessment methods for energy efficiency, passive envelope design strategies,…
Peer-reviewedJournalAdvanced Composites and Hybrid Materials2026#Energy EfficiencyDOI
Radiative cooling: a decade of progress and the decade ahead
Yeongju Jung, Seung Hwan Ko
Radiative cooling (RC) passively dissipates heat to outer space via infrared emission, offering an energy-free alternative to conventional cooling. Advances in spectrally selective optics have extended RC from opaque to transparent, colored…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2026#Energy EfficiencyDOI
Radiative cooling–phase-change coupling for dynamic cold-energy management: From materials integration to heat-flow regulation
Guo H.
This work couples radiative cooling with phase-change materials for dynamic cold-energy management, spanning materials integration to heat-flow regulation. It points to reduced cooling energy demand, though the missing abstract leaves quant…
Peer-reviewedConference2026 5th International Conference on Smart Grid and Energy Systems Sges 20262026#Energy EfficiencyDOI
Coordinated Capacity Planning of Compressed Air and Flywheel Energy Storage for Green-Power- Direct-Connected Data Centers
Wang K.
This work optimizes coordinated capacity planning of compressed-air and flywheel energy storage for data centers directly connected to green power. It targets absorbing renewable variability while securing power quality and supply reliabili…
Peer-reviewedJournalEnergy Policy2007#Energy EfficiencyDOI
Reducing greenhouse gas emissions by inducing energy conservation and distributed generation from elimination of electric utility customer charges
Pearce J.
This paper examines how electric utility customer charge structures shape demand-side energy conservation and adoption of distributed generation. It argues that eliminating or redesigning customer charges can induce conservation and on-site…
Peer-reviewedCNJournalApplied Energy2016#Energy EfficiencyDOI
The operational performance of "net zero energy building": A study in China
Zhou Z.
A study on the operational performance of net-zero energy buildings (ZEBs) in China. It likely examines the gap between designed and actual energy performance in real operation. Useful as empirical evidence on whether ZEBs deliver promised …
Peer-reviewedJournalSustainability Switzerland2022#Energy EfficiencyDOI
Energy Consumption Analysis Using Measured Data from a Net-Zero Energy Commercial Building in a Cold and Dry Climate
Oh S.
A study analyzing measured energy data from a net-zero energy commercial building in a cold, dry climate. It examines the gap between design assumptions and actual operational consumption, offering lessons for ZEB design and building contro…
Peer-reviewed🌍 GlobalJournalSustainable Cities and Society2024#Energy EfficiencyDOI
Towards net-zero embodied carbon: Investigating the potential for ambitious embodied carbon reductions in Australian office buildings
Craft W.
This study examines the potential for ambitious embodied carbon reductions in Australian office buildings. It highlights that building decarbonization requires addressing upfront, material-related emissions (upstream Scope 3), not just oper…
Peer-reviewedConferenceEnergy Procedia2014#Energy EfficiencyDOI
Reaching to net zero energy: The recipe to create zero energy homes in warm temperate climates
Berry S.
This work presents a practical 'recipe' for achieving net zero energy homes in warm temperate climates, combining efficiency measures and on-site renewables. It offers design guidance for decarbonizing the residential sector, though detaile…
Peer-reviewedJournalNature Water2026#Energy EfficiencyDOI
Redefining advanced oxidation processes for low-carbon water treatment
Yafei Fan, Wei Zhang, Wenjie Lv +4
This paper reconsiders advanced oxidation processes (AOPs) for water treatment through a low-carbon lens. With no abstract available, specific methods and results cannot be verified, but the work likely targets reducing energy and chemical …
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy EfficiencyDOI
Sustainable Retrofit Pathways for Post-War Lamella Residential Buildings: A Comparative Energy Performance and Life Cycle Assessment in Novi Beograd, Serbia
Dimitrije Manić, Mirko Komatina, Marija Lalošević +1
This study compares three retrofit pathways—insulation, extensive green roof, and rooftop PV—for two 40+ year-old lamella residential buildings in Novi Beograd, Serbia, using calibrated dynamic simulation and cradle-to-use LCA. Insulation a…
Peer-reviewedJournalINERSIA lnformasi dan Ekspose Hasil Riset Teknik Sipil dan Arsitektur2026#Energy EfficiencyDOI
Analysis of the Influence of Policy, Commitment and Financial Factors on Value Engineering – Based Investment Cost in Green Data Center Projects
E. Febriyani, Agus Suroso
This study analyzes how policy, agency commitment, and financial factors affect investment costs in green data center projects using questionnaires and multiple regression. Value engineering with liquid cooling cut costs by ~15.34% and impr…
Peer-reviewedJournalDiscover Civil Engineering2026#Energy EfficiencyDOI
Optimizing reinforced concrete cantilever retaining walls for cost and embodied carbon under reliability constraints using surrogate models and hybrid metaheuristics
Thịnh Ngoc Pham
A reliability-based multi-objective optimization framework for RC cantilever retaining walls minimizes cost and embodied carbon simultaneously. Four limit states are verified, and three surrogate families (XGBoost, Kriging, sparse PCE) are …
Peer-reviewed🇪🇺 EuropeJournalJournal of Environmental Management2026#Energy EfficiencyDOI
Reducing energy consumption through the implementation of AI to control aeration intensity in the composting process.
R. Sidełko, R. Suszyński, R. Cichowicz +3
An LSTM neural network was developed to predict aeration intervals at a full-scale sewage-sludge composting facility in Tczew, Poland, using 41 industrial cycles of sensor and physicochemical data. The ANN-based control cut specific aeratio…