GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
JournalOpen MIND2026#Energy EfficiencyDOI
Digitally Fabricated, Topology‑Optimised Ribbed Reinforced Concrete Slabs for Low-Carbon Futures
Tobias Huber, Georg Windhager, Francesc Volgger +5
This paper proposes digitally fabricated, topology-optimised ribbed reinforced concrete slabs that reduce material usage and embodied carbon, contributing to low-carbon building construction.
🌍 GlobalPreprintZenodo2026#Energy EfficiencyDOI
HYBRID CCO–SWO OPTIMIZATION FRAMEWORK FOR NET-ZERO SMART BUILDING ENERGY CONTROL
M. RAJKUMAR, Dr. V. GOKULA KRISHNAN, Dr. P. JESU JAYARIN, R. SENTHILKUMAR, Dr. KARNAM SREENU, Dr. S. KAVIARAAN
This paper proposes a hybrid metaheuristic optimization framework (CCO-SWO) for net-zero energy control in smart buildings. Simulation results show a 31.5% reduction in total energy consumption, 41.3% less grid reliance, and a high Net-Zero…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Bibliometric analysis on the climatic effects of green facade applications and research trends
Alanur Şura Yaşar, Asena Soyluk
This paper presents a bibliometric analysis of research on the climatic effects of green facades, revealing trends and gaps. It evaluates the potential of green facade systems for urban climate change adaptation and mitigation, highlighting…
🌍 GlobalPreprintZenodo2026#Energy EfficiencyDOI
Energy Curtailment And Data Centers: Technological Strategies For Consumption Optimization In Renewable Energy-Based Systems
Alcides, Feitosa Neto, Ana Karen, Silveira Pereira Caracas, Cleilson, Coutinho da Silva +14
This paper reviews technological strategies for optimizing energy consumption in data centers within renewable energy systems, focusing on energy curtailment. Through a qualitative literature review, it finds that AI, automation, and storag…
Conference2026 16th International Conference on Power, Energy, and Electrical Engineering (CPEEE)2026#Energy EfficiencyDOI
Optimal Energy Scheduling of Green Commercial Buildings Under an Energy Internet
Cheng Kao, Yen-Ming Huang, Chun-Cheng Lin
This paper proposes an optimal energy scheduling approach for green commercial buildings under an Energy Internet framework, integrating renewable energy and demand response to reduce costs and carbon emissions.
🌍 GlobalJournal2026#Energy EfficiencyDOI
AI-Driven Energy Efficiency
Robert Refvik
This paper reviews how AI enables businesses to manage energy more efficiently and reduce emissions. It discusses AI's role in forecasting renewable generation, automating distributed assets, and participating in energy markets. Real-world …
PreprintZenodo2026#Energy EfficiencyDOI
Integrating Of Building Energy Modelling For Achieving Net Zero Energy Building In Hot Humid Climate
Shreyas Vijay Kadam
This study presents a workflow for achieving Net Zero Energy Building (NZEB) in hot humid climates. Using Mumbai, Pune, and Nagpur as case studies, it integrates climate analysis, passive/active strategies, and solar PV to achieve significa…
🇪🇺 EuropeDatasetZenodo2026#Energy EfficiencyDOI
The Use of Financial Instruments for New Technologies That Reduce Companies' Energy Consumption
Radil, Lukáš, Luňáček, Jiří, Dvořáková Líšková, Zuzana +1
This dataset presents survey data from 172 Czech firms on the use of financial instruments and subsidies for investments in energy-saving technologies and renewable energy sources. It includes firm characteristics, energy profiles, financia…
DatasetAEA Randomized Controlled Trials2026#Energy EfficiencyDOI
Steering Homeowners Toward Net Zero: Experimental Evidence on Retrofit Loan Design and Benefit Communication
Anu Jose, Danish Us-Salam, Wendy Disch
This paper experimentally examines how retrofit loan design and benefit communication influence homeowners' decisions to pursue net-zero retrofits, offering insights for effective policy instruments in residential decarbonization.
ReportNet Zero Energy Buildings Nzeb Concepts Frameworks and Roadmap for Project Analysis and Implementation2018#Energy EfficiencyDOI
Net Zero Energy Buildings (NZEB): Concepts, frameworks and roadmap for project analysis and implementation
Attia S.
This paper reviews the concepts and frameworks of Net Zero Energy Buildings (NZEB) and provides a roadmap for project analysis and implementation. It offers practical guidance for improving energy efficiency and integrating renewable energy…
🇪🇺 EuropePreprintZenodo2026#Energy EfficiencyDOI
Achieving residential energy targets in the EU: A multi country comparison of regulatory and economic instruments (code and data)
Özer, Ece, Conselvan, Francesca, Harringer, Daniel +2
This release provides the code and data for a study comparing regulatory and economic instruments to achieve residential energy targets in seven EU member states. Using the Invert/Opt building stock model, it outputs final and primary energ…
ReportNet Zero Energy Buildings Nzeb Concepts Frameworks and Roadmap for Project Analysis and Implementation2025#Energy EfficiencyDOI
Net Zero Energy Buildings (NZEB): Concepts, Frameworks, and Roadmap for Project Analysis and Implementation
Attia S.
This paper outlines the concepts and frameworks of Net Zero Energy Buildings and provides a roadmap for project analysis and implementation. It serves as a practical guide for decarbonizing the building sector.
🌍 GlobalDatasetMendeley Data2026#Energy EfficiencyDOI
Curriculum Mapping of Retrofit and Low-Carbon Design Strategies in Higher Education
Roshni Bhagatkar, Dominika Malkowska, Eleni Toumpanaki
This paper addresses the green skills gap in the construction sector by mapping how higher education courses engage with retrofit and low-carbon design. Focusing on modules covering sustainability, building physics, energy systems, and clim…
DatasetZenodo2026#Energy EfficiencyDOI
MEASURING GREEN EFFICIENCY IN THE MINING INDUSTRY THROUGH AN INTEGRATED INDICATOR-BASED APPROACH FROM NAVOI MINING AND METALLURGICAL COMPANY
Kurbanova Mehriniso Nematjanovna
This paper develops an integrated indicator-based approach to measure green efficiency in mining, applied to Navoi Mining and Metallurgical Company. An Integrated Green Efficiency Index (IGEI) combining resource productivity, environmental …
🌍 GlobalPreprint2026#Energy EfficiencyDOI
From Building Services to Process Loads: Whole-Building Utility-Calibrated Simulation of Operational Decarbonisation Limits in a UK Restaurant Retrofit
Harshul Singhal, Ali Badiei
This study develops a utility-calibrated whole-building energy model for a London restaurant to test decarbonization retrofit packages. Results show that building-focused measures improve operational carbon by 24%, but process loads from ki…
🌍 GlobalJournalOpen MIND2026#Energy EfficiencyDOI
Built-Environment Interventions and Urban Sustainability: Evidence on Energy Use, Travel Behaviour, and Traffic Safety
Fatemeh Ravazdezh
This dissertation provides causal evidence on how changes to urban form and infrastructure influence energy consumption, travel behavior, and traffic safety. Paper 1 quantifies the cooling effect of tree canopy on residential energy demand.…
PreprintPreprints.org2026#Energy EfficiencyDOI
Envelope Design Trade-Offs for Low-Carbon Residential Buildings in Dubai: A Simulation-Based Multi-Objective Optimization Study
Mohamad Khaled Bassma, Ghayth Tintawi
This study optimizes envelope design for low-carbon residential buildings in Dubai using multi-objective simulation. Five variables (window-to-wall ratio, glazing, shading, wall, roof) were optimized, reducing annual site energy by 55% from…
PreprintZenodo2026#Energy EfficiencyDOI
ZAMONAVIY ARXITEKTURADA ENERGIYA SAMARADOR BINOLARNI LOYIHALASHDA POWERHOUSE LOYIHALARI ASOSIDA BARQAROR DIZAYN YECHIMLARINING QIYOSIY TAHLILI
Umarkulova Shaxodat Mashrab qizi, Ashirmatova Nigina Baxodir, Otabekova Laylo Umirbekovna
This study compares energy-positive building design strategies through the Norwegian Powerhouse projects, highlighting passive design, renewable energy integration, and energy-efficient technologies. It positions energy-positive buildings a…
🇪🇺 EuropeDatasetZenodo2026#Energy EfficiencyDOI
European Heat Pump Keymark Population Dataset and COP Models for Cold-Climate Building Simulation
Võsa, Karl-Villem, Simson, Raimo, Mikola, Alo +1
This work presents a population dataset of European Heat Pump KEYMARK certifications for air-to-water heat pumps, including deduplicated test data, mixed-effects COP models, and climate-adapted building archetype load profiles for cold-clim…
🌍 GlobalJournalNet Zero Emissions - A Roadmap to Carbon Neutrality [Working Title]2026#Energy EfficiencyDOI
Pathways to Net-Zero Buildings in Emerging Economies: Insights from South Africa
Rolien Terblanche
This chapter examines pathways to net-zero buildings in emerging economies, using South Africa as a case study. It emphasizes that both operational and embodied carbon must be addressed across the building life cycle, and that early design …