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.
ReportInnovations in the Industrial Internet of Things Iiot and Smart Factory2021#Energy EfficiencyDOI
Internet of things for high performance net zero energy buildings
Abhilash B.L.
This paper explores how IoT technologies enable high-performance net zero energy buildings by optimizing energy consumption through sensors and smart controls, enhancing integration with renewable energy sources. It promises reduced operati…
Peer-reviewedJournalJournal of Control Automation and Electrical Systems2021#Energy EfficiencyDOI
Net Zero Energy in a Residential Building Using Heuristic Optimization Solution
Madathil D.
This paper proposes a heuristic optimization method to achieve net zero energy in residential buildings by balancing energy consumption and renewable energy generation for efficient design.
Peer-reviewedJournalEnvironmental Science and Pollution Research2026#Energy EfficiencyDOI
Low carbon lightweight panels reinforced with biochar and simulated for passive thermal regulation in smart buildings
Mahapara Abbass, Sana Abass Wani, Arti Chouksey +1
This study develops lightweight panels reinforced with biochar and simulates their passive thermal regulation performance in smart buildings. It demonstrates the potential of low-carbon building materials to improve energy efficiency.
Peer-reviewed🌍 GlobalJournalJournal of Construction Engineering, Management & Innovation2026#Energy EfficiencyDOI
Integrated life cycle assessment of passive house envelope alternatives in a hot-arid climate: The case of the Gaziantep ecological house
Feride Çiğdem Kara Dülger, Merve Tuna Kayılı
This study conducts a life cycle assessment of Turkey's first Passive House-certified building, the Gaziantep Ecological House, evaluating trade-offs between embodied carbon and operational energy efficiency for various wall materials. Bric…
Peer-reviewedJournalThermal Science and Engineering Progress2026#Energy EfficiencyDOI
From single-effect to multicaloric solid-state heat pumps: A numerical study on energy performance enhancement for carbon footprint reduction
Claudia Masselli, Sabrina Gargiulo, Vincenzo Orabona +3
This numerical study evaluates the energy performance enhancement from single-effect to multicaloric solid-state heat pumps, demonstrating potential carbon footprint reduction.
Preprint🌍 GlobalPreprints.org2026#Energy EfficiencyDOI
Tri-Objective Pareto Optimization of Residential Building Envelopes for Energy, Thermal Comfort, and Embodied Carbon in Inland and Coastal Hot-Arid Climates
Ghayth Tintawi, Khuloud Ali, Mohamad Khaled Bassma
This study presents a tri-objective Pareto optimization of residential building envelopes in hot-arid climates (Riyadh and Dubai) using NSGA-II. It optimizes window-to-wall ratio, glazing, shading, and cooling setpoint to minimize annual en…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy EfficiencyDOI
Reimagining Residential Buildings: Design, Ventilation and Health in the Era of Climate Change and Pandemics
Alan Kabanshi
This review proposes reimagining residential buildings as adaptive climate-health-work systems. It synthesizes evidence on dwelling typologies, ventilation strategies, overheating, airborne infection resilience, and post-pandemic occupancy …
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Energy of Agentic AI
Artur Hecker
This paper discusses the energy consumption of agentic AI and how AI can optimize 6G networks for sustainability. It highlights the dual role of AI as both a consumer and enabler of energy efficiency.
Peer-reviewedJournalScientific Reports2026#Energy EfficiencyDOI
A decision-making framework integrating energy efficiency and climate resilience: evidence from ASEAN economies
Tri Dung Dang, Hoang‐Kha Nguyen
This study develops an integrated decision-support framework combining CRITIC and CRADIS methods to assess energy efficiency and climate resilience across 10 ASEAN economies. Results show heterogeneity: Philippines leads, while Brunei, Mala…
Peer-reviewed🇺🇸 USAJournalSpringer Link (Chiba Institute of Technology)2026#Energy EfficiencyDOI
Early-stage shading design evaluation for buildings: A workflow accessing energy performance on AI-generated 3D geometry
Ana Sofia Graça, Xi Zhang
This study presents a workflow for early-stage evaluation of self-shading building facades using AI-generated geometry inspired by saguaro cactus. It integrates AI design with EnergyPlus simulation to assess energy performance, showing that…
Peer-reviewedJournalSpringer Link (Chiba Institute of Technology)2026#Energy EfficiencyDOI
Analysis of the Lifecycle Carbon Reduction Effects of Public Daycare Centers through Green Remodeling
Jun Kyu Kim, Se Hyeon Lim, Jin Chul Park
This study analyzes the lifecycle carbon reduction of green remodeling for a public daycare center over 30 years old in South Korea. Passive measures (insulation, low-e glazing, airtight doors) were applied. Embodied carbon of materials was…
Preprint🇪🇺 EuropeZenodo2026#Energy EfficiencyDOI
Green Orchestration and Energy-Aware AI
Hecker, Artur
This paper addresses sustainability challenges in AI-native 6G systems, proposing green orchestration that adapts AI workload placement and execution to real-time energy conditions. It introduces incentive mechanisms and federated coordinat…
PreprintSSRN#Energy Efficiency
Quantifying The Financial Value of Building Decarbonization ...
(著者不明)
This paper quantifies the financial returns from building decarbonization investments, analyzing energy efficiency improvements and carbon reduction economics.
JournalDefinitions2026#Energy EfficiencyDOI
Net Zero Construction
Inimbom Isang
Net zero construction is a key approach to decarbonize the building sector, aiming to reduce CO2 emissions across the entire lifecycle through energy efficiency, renewable energy, and carbon offsets.
Journal2026#Energy EfficiencyDOI
Sustainable Cloud Computing and Carbon‐Aware Architectures
Vamsi Alla, Ashish Kattamuri
This paper reviews strategies for reducing the carbon footprint of cloud data centers, including energy-efficient hardware, advanced cooling, renewable energy procurement, and AI-driven workload optimization. Case studies from Google and Mi…
Peer-reviewed🇺🇸 USAJournalarXiv (Cornell University)2026#Energy Efficiency
CARINA: Carbon-Aware Execution of Recurrent Industrial Analytics
Muhammad Umar Farooq
CARINA is a measurement and estimation framework for energy- and carbon-aware execution of recurrent industrial analytics. It uses lightweight instrumentation and peak-time-aware control, achieving about 9% energy reduction with 7% runtime …
DatasetMendeley Data2026#Energy EfficiencyDOI
Research data for: Carbon-Aware Prewarming and Placement for Sustainable Serverless Edge-Cloud Computing under Workload and Carbon Uncertainty
Mohamed Ali Rakrouki
This dataset provides anonymized research data and reproduction materials for a study on carbon-aware prewarming and placement strategies in serverless edge-cloud computing under workload and carbon uncertainty, aimed at improving sustainab…
Peer-reviewedJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Energy Efficiency
Simulation-supported energy retrofit in historic educational buildings: Ziya Gökalp Elementary School
Ruşen Ergün
This study develops energy retrofit strategies for a historic elementary school in Turkey using DesignBuilder simulations. Proposed retrofits to walls, attic floor, and windows achieve 72.43% energy savings, a 31% increase in comfortable da…
Preprint🇪🇺 EuropeZenodo2026#Energy EfficiencyDOI
Libro operativo de indicadores KPI: reglas, umbrales, alertas y operación para la descarbonización basada en datos
FERNANDEZ-AGUERA, JESICA, DOMÍNGUEZ-AMARILLO, SAMUEL
This working document provides an operational handbook for data-driven energy management and decarbonisation in municipal buildings and public space. It defines actionable KPIs, alert rules, thresholds, intervention recipes, and ticketing l…
PreprintZenodo2026#Energy EfficiencyDOI
ENERGY GENERATION FROM WASTE HEAT AND CHARGING THE BATTERY
Dr.Infant Vinoth C, Dr.Sundar G, Joshua S D, Bharath Kumar V, Kamaleshwaran J, Ari Krishna B
This paper presents a waste heat recovery system using thermoelectric generators (TEG) to produce electricity and charge batteries. It explains the Seebeck effect, use of heat sinks for temperature gradient, and DC-DC boost converter for vo…