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#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…
Preprint🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
Do European Regions Converge in Carbon Intensity? The Role of Climate-Driven Energy Demand
Dimitriadis D, Papana A, Katrakilidis C
This study examines carbon intensity convergence across European NUTS-2 regions using panel data from 2000-2024 and spatial econometric models. It finds significant conditional beta-convergence, persistent spatial dependence, and slower adj…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Global renewable zone classification to map deployment constraints and opportunities
Ho-Tran L, Pfenninger-Lee S
This study provides a global classification of renewable energy zones, analogous to Koppen-Geiger climate zones, to identify deployment constraints and opportunities for wind-solar-only systems. It finds that land with abundant and temporal…
🌍 GlobalDatasetZenodo2026#BiodiversityDOI
Energy-transition minerals amplify spatially concentrated mining pressure on global biodiversity
Zhu, Ziwei, Clements, Hayley, Zhang, Xiaoling
This study quantifies the impact of energy-transition mineral mining on biodiversity, measured as species abundance loss. It decomposes effects into direct conversion, disturbance, and fragmentation, and projects future mining pressure unde…
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…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
PVDeg: Photovoltaic Degradation Tools
Springer, Martin, Brown, Matthew, Ovaitt, Silvana +4
PVDeg is an open-source Python package developed at NREL for modeling photovoltaic (PV) module degradation. It simulates degradation mechanisms like LeTID and hydrolysis using weather data, integrating Monte Carlo uncertainty propagation an…
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🌍 GlobalZenodo2026#Energy TransitionDOI
An Alternative Architectural Framework for Molecular Energy Logistics and Net-Decoupled 24/7 Compute Infrastructure
Dzikowski, Ryszard
This white paper proposes a standardized energy-logistics architecture using molecular energy carriers to address renewable curtailment and grid congestion. It argues that existing technologies can be integrated through standardized interfa…
CNDatasetZenodo2026#AI × ESGDOI
Replication package: Auditing corporate climate targets against mandatory verified emissions - a public-data pipeline and the specification sensitivity of the resulting estimates
Yao, Huaying
This replication package audits corporate climate-target claims against mandatory verified emissions from the EU Transaction Log and US EPA GHGRP. Using only public data, it parses 1,779 claims into six adjudication tiers and documents sens…
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…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset for "Cost effectiveness of synthetic fuel and CO2 removal for net-zero aviation."
Dubey, Yash, Sievert, Katrin, Schmidt, Tobias
This dataset supports research evaluating the cost-effectiveness of synthetic fuels and CO2 removal for achieving net-zero aviation. It provides foundational data for comparing economic options in aviation decarbonization.
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…
Peer-reviewedJournalSustainability2026#agricultureDOI
Sustainable Management of Musa Waste Fodder as an Alternative for Ruminant Feeding: Potential Influence on Rumen Fermentation and Greenhouse Gas Mitigation
Carlos Guishca-Cunuhay, Verónica Andrade-Yucailla, Ricardo Bastidas-Espinoza +2
This study evaluates the use of Musa spp. waste fodder (leaves) as ruminant feed and its effects on ruminal fermentation and greenhouse gas (CH4, CO2) production in vitro. M. balbisiana was effective in reducing total gas and CO2, while M. …