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.
Preprint🌍 GlobalResearch Square2026#Renewable EnergyDOI
Seemingly Unrelated Cointegrating Regressions with Autoregressive Distributed Lag Dynamics: Estimation, Bounds Testing, and Cross-Equation Inference
Arif MA, Furuoka F
This paper develops a SUR-ARDL framework for efficient estimation and testing of cointegrating relationships in small-N panels. The proposed estimator avoids long-run covariance matrices, reducing finite-sample distortions. Monte Carlo and …
PreprintResearch Square2026#Energy TransitionDOI
Natural Resources and Industry 5.0 as Levers for Sustainable Energy Transition: Policy Lessons from Emerging Markets
Iqbal M, Ahmad N, Gulzar M +1
This study analyzes the impact of natural resource consumption and Industry 5.0 on sustainable energy transition in emerging markets from 2000 to 2023 using panel quantile ARDL and CCMG estimators. Findings show that resource consumption in…
PreprintResearch Square2026#Energy TransitionDOI
An Integrated Decision Framework for Reliability-Centered Maintenance and Renewable Energy Coordination in Sustainable Industrial Production Systems
Rohan SI
This study proposes an integrated decision framework combining reliability-centered maintenance (RCM) and renewable energy dispatch. A case study of an energy-intensive manufacturing facility demonstrates 16.6% annual cost reduction, 19.8% …
PreprintResearch Square2026#BiodiversityDOI
Integrating Biodiversity Conservation with Carbon-Neutral Airport Operations for Sustainable Aviation Infrastructure
S GR
This paper proposes an integrated approach combining carbon neutrality and biodiversity conservation in airport operations. It argues that nature-based solutions like habitat restoration and green buffers create synergies, and emphasizes in…
PreprintResearch Square2026#HydrogenDOI
Ultrafast proton transport phosphate for protonic ceramic electrolysis cells oxygen electrodes
Wang Z, Jia C, Ren R +8
This paper introduces a phosphate material (Sr3(PO4)2) that significantly improves proton transport in oxygen electrodes of protonic ceramic electrolysis cells (PCEC), increasing electrolysis current density by up to 148% at 600°C. Calculat…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Assessing technological pathways for a circular PET management in Switzerland, integrating MFA, LCA, and TEA
Corre S, Magnaval G, Boztas O +2
This study evaluates PET management in Switzerland using LCA and TEA, comparing six end-of-life technologies and optimizing waste allocation. Recycling pathways (mechanical and depolymerization) achieve the greatest climate impact reduction…
PreprintCNResearch Square2026#Energy TransitionDOI
Evaluating Potentials of Coal-gangue-derived Building Materials Utilization in China: based on GCAM with Multi-dimensional Corrections
Hu G, Wang T, Gu Y +1
This study quantifies the capacity limits of coal gangue utilization in China using GCAM, finding that building material use is capped at 100 Mt/yr. Diversifying into power generation, alumina extraction, and backfill recovers significant t…
PreprintResearch Square2026#CCUSDOI
Process for Converting Carbon Dioxide to Graphite Using Active Metal Liquid and Its Application for Green Hydrogen Production Adopting Zero Waste Discharge Strategy
Zhang Y, Zeng H, Liu Q +3
This paper proposes a novel process to convert CO2 into graphite using active metal liquids like liquid magnesium, with metal recycling via metallurgy, achieving zero waste discharge. The produced graphite is a valuable material, ensuring e…
Preprint🌍 GlobalResearch Square2026#PolicyDOI
Quantifying the carbon budget cost of overlooked landfill methane in sub-Saharan Africa
Longfor NR, Istrate R, A JJ +1
This study models landfill methane emissions across 44 sub-Saharan African countries (2000-2100) and audits waste-sector NDC commitments. Cumulative emissions equal 1.1-4.5% of the remaining 1.5°C carbon budget, yet only 5 countries have ex…
DatasetZenodo2026#HydrogenDOI
Nanomaterials for the Hydrogen Economy: Technology Readiness Assignments and Comparative Performance Datasets
Zein, Sharif H.
This dataset accompanies a manuscript on nanomaterials for the hydrogen economy, providing technology readiness level (TRL) assignments for 22 nanomaterial classes, along with comparative performance data for hydrogen production catalysts a…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
Replication package: Techno-Economic Assessment of Cement CCS under High Grid Carbon Intensity - A Scenario Analysis of the Two EU Innovation Fund Projects in Poland and Bulgaria
Dominiak, Adam, Rusowicz, Artur
This replication package provides Python scripts and data to reproduce the techno-economic assessment of cement CCS projects in Poland and Bulgaria. It includes parametric, cost, dynamic, marginal breakeven, Monte Carlo, and Shapley decompo…
PreprintZenodo2026#Energy TransitionDOI
Digital Solutions as a Driver of Sustainable Innovations
Halai, Oleksandr, Neilenko, Sergii, Zemlina, Yuliia +2
This study examines how digital technologies (AI, IoT, big data, blockchain) drive sustainable innovation in organizations through a systematic review of peer-reviewed literature from 2010 to 2025 and thematic analysis. It identifies four p…
PreprintZenodo2026#Energy EfficiencyDOI
Conceptual Design of an AI-Assisted PCM Thermal Panel for Sustainable Building Applications.
Johnson, Jewel, C S, Krishnapriya, D T, Raniya +2
This paper proposes a conceptual design of an AI-assisted Phase Change Material (PCM) thermal panel for buildings. The system integrates encapsulated PCMs with sensors and AI control to stabilize indoor temperatures, reducing reliance on HV…
PreprintZenodo2026#Renewable EnergyDOI
Design and Implementation of an IoT-Based Smart Solar Photovoltaic Monitoring System with Cloud Analytics
Sneha Burnwal, Yash Shashwat, Somnath Maity +3
This study presents a low-cost IoT-based solar PV monitoring system using an ESP32 microcontroller and sensors. It measures voltage, current, power, and energy in real-time, transmits data to the cloud for visualization, and uses threshold-…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Replication Package Convergence and Diversification of Electricity-Generation Structures in the EU-27, 1990–2024
Kolegowicz, Konrad, Kaczmarek, Jarosław, Náñez Alonso, Sergio Luis
This package provides data and code for a study on convergence and diversification of electricity-generation structures in the EU-27 from 1990 to 2024, using Eurostat data. It offers empirical evidence on energy transition dynamics.
PreprintZenodo2026#AI × ESGDOI
Smart AI Framework for Sustainable Data Center Heat Recovery
C D, VISMAYA, V P, ANAMIKA, JURIYA, FATHIMA +2
Proposes an AI-based framework integrating IoT, cloud, and Random Forest Regression to monitor data center operations, predict heat generation, and recommend optimal heat recovery applications. Aims to improve energy efficiency, reduce cool…
Preprint🇪🇺 EuropeZenodo2026#ESGDOI
De gewenste say on climate in het Nederlandse vennootschapsrecht: reeds bestaand of toekomstmuziek?
Kwant, Jan Anne, de Waard, Dick
This article examines the extent to which Dutch corporate law enables shareholders to influence the climate policy of listed companies. It finds that while climate policy falls under board authority, shareholders have limited legal instrume…
PreprintCNZenodo2026#Energy TransitionDOI
codes for "City-specific municipal solid waste decarbonization pathways and infrastructure transitions in China"
Zhang, Jingjing, Chen, Bin, Wang, Sijing +1
This release provides codes for calculating facility-level direct GHG emissions from municipal solid waste treatment in 277 Chinese cities (2023), city-level emissions under 2187 scenario combinations (2050) based on seven intervention para…
PreprintZenodo2026#PolicyDOI
ENVIRONMENTAL & CLIMATE-RELATED LEGAL OBLIGATIONS IN CANADA: A SCIENTIFIC LEGAL ANALYSIS OF PLASTIC BAN COMPLIANCE, ELECTRIFICATION MANDATES, AND SECTOR-SPECIFIC ENVIRONMENTAL REGULATIONS
Dar, Munir
This paper provides a legal analysis of Canada's evolving environmental regulations, focusing on plastic bans, electrification mandates, and sector-specific rules. It highlights increasing compliance burdens and reporting obligations under …
🇨🇳 ChinaDatasetScience Data Bank2026#Carbon AccountingDOI
Dataset of Spatiotemporal Dynamics and Driving Mechanisms of Carbon Storage in Southern Sichuan, China Based on Sentinel-2 Imagery and Explainable Machine Learning (2019–2030)
Xi Pan, Xiong Duan, Yu Yu +2
This dataset supports analysis of carbon storage dynamics in southern Sichuan, China, using Sentinel-2 imagery and machine learning for land use classification, InVEST for carbon simulation, SSP scenarios for future projections, and SHAP fo…