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-reviewedJournalNext research.2026#Energy TransitionDOI
Transforming crop residues from waste to resource: Soil-plant-environment interactions and sustainable alternatives to crop residue burning
Siddhartha Mukherjee, S.R. Bhunia, Subrata Gorain +4
This paper reviews the negative environmental and soil impacts of crop residue burning and explores sustainable alternatives that turn residues into resources. Focusing on soil-plant-environment interactions, it highlights how effective res…
Peer-reviewed🇪🇺 EuropeJournaleceee Summer Study proceedings2026#Energy TransitionDOI
Rethinking citizen engagement in energy communities
Tasniva Rahman Mumu, Andrew Peacock
This paper argues that the transition to sustainable energy systems is a social process, emphasizing community energy initiatives for just and inclusive net-zero goals. It proposes a community-centered engagement framework focusing on energ…
Preprint🇺🇸 USAResearch Square2026#Energy TransitionDOI
Spatially Informed Techno-Economic and Resilience Optimization of Hydrogen-Biogas Microgrids for Energy-Burdened Rural Communities
Noor SJ, Moon H, Tesiero RC +1
This study develops a spatially informed techno-economic and resilience assessment framework for hydrogen-biogas microgrids, applied to Robeson County, NC. Biogas integration reduces net present cost by 28.4%, and hydrogen-inclusive configu…
PreprintResearch Square2026#Energy TransitionDOI
A missing-data-robust hybrid neural network for photovoltaic power forecasting using improved Golden Jackal optimization
Liu M, Wu H, Qin L +3
This paper proposes a PV power forecasting framework robust to missing data, integrating imputation, hybrid deep learning (TCN, BiGRU, attention), and improved Golden Jackal optimization. Evaluated on 15-minute grid-connected PV data, it ac…
PreprintResearch Square2026#Energy TransitionDOI
A Fairness-Constrained Potential Game Mechanism for Decentralized Microgrid Energy Trading
Zhang J, Luo G, Wang X +1
This paper proposes a fairness-constrained potential game for peer-to-peer energy trading in microgrids, embedding a capacity-weighted fairness regularization into prosumer utility functions. It preserves an exact potential structure over f…
Preprint🇪🇺 EuropeResearch Square2026#Climate FinanceDOI
Green Bond Market Development and Circularity in the EU-27: Material Use and Resource Productivity
Krastev B, Krasteva-Hristova R
This study examines whether green bond market development is associated with circular material use and resource productivity in EU-27 countries using panel data from 2014-2024. Despite robust econometric methods, no statistically significan…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Voluntary climate pledges widen what firms measure, not what they abate
Pothin F
Using staggered difference-in-differences on SBTi and CDP data (2015-2023), this study finds that pledging firms expand their measurement boundary: within four years they report 2.5 more Scope 3 categories, lifting reported Scope 3 emission…
PreprintResearch Square2026#AI × ESGDOI
False-Alarm-Controlled Evaluation of Gas Indices and Deep Learning for Early Detection of Coal Spontaneous Combustion
CINAR U
Proposes a false-alarm-controlled protocol to fairly compare gas indices and deep learning for early detection of coal spontaneous combustion. In simulation and field data from three mines, Graham's index fails to detect fires at false-alar…
Preprint🇺🇸 USAEarthArXiv2026#Energy TransitionDOI
Material demand and supply-chain assessment of U.S. electricity system transitions
Griffths. Paul Jakob, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
US CCGT Operational Benchmark: measured efficiency, CO2 intensity and utilisation of the US combined-cycle fleet
Aheiev, Dmytro
A benchmark dataset of 409 US CCGT plants with measured annual performance (net efficiency median 46.2%, CO2 intensity, capacity factor) from EPA eGRID2022, joined to fleet structure (vintage, HRSG, CHP, etc.) with strict entity matching. P…
CNDatasetZenodo2026#Energy TransitionDOI
Data for Renewable energy accessibility for just energy transition with E-mobility intra-city or inter-city cross-regional energy sharing in China
Song, Aoye, Zheng, Yuyu, Dang, Zhaohui +2
This dataset provides input data, models, and output results for a study on renewable energy accessibility and just energy transition through E-mobility intra-city and inter-city energy sharing in China. It supports analysis of renewable en…
PreprintZenodo2026#PolicyDOI
The Spectral Imperative: Why DSGE Models Must Incorporate the Structural Stability of the Climate System
Doucette, Doug
This paper argues that standard DSGE models ignore the structural stability of the climate system. Introducing the concept of a spectral gap, it shows emissions degrade stability and proposes a correction to carbon pricing. Simulations sugg…
PreprintZenodo2026#ESGDOI
EN QUÊTE DE LA COMPTABILITÉ ESG
Gomez Gutierrez, Luania
This book examines how organizations measure, disclose, govern, and assure sustainability information, starting from the premise that ESG information can be accurate yet insufficient for decision-making. It covers major frameworks including…
Peer-reviewed🇨🇳 ChinaJournalCarbon Neutrality2026#Energy TransitionDOI
Harnessing the heat and material potential in steel slag to decarbonize China’s steel industry
Yiwen Lv, Junjun Wu, Zhen Han +7
This study introduces a co-processing method for steel slag with blast furnace slag and sands, reducing viscosity by 83% and achieving 75% thermal recovery efficiency. The resulting glassy slag beads are suitable for cement production, pote…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#Energy TransitionDOI
Projection of stranded coal power assets in China under the 1.5 °C global warming level
Bo Li, Yiping Zeng, Bo Yan +4
This study evaluates stranded assets from early coal plant retirements in China using a Monte Carlo multi-criteria framework on 3652 units across 30 provinces. It identifies Liaoning, Sichuan, and Jiangxi as early retirement priorities, wit…
Preprint🌍 Global2026#Energy TransitionDOI
Defaulting to Decarbonization? Financial Insolvency and the Energy Transition in India’s States
Johnathan Guy
This paper examines how financial distress of electricity distribution utilities (DISCOMs) in India affects the energy transition. Using original data, it finds that in the short run, distressed DISCOMs procure relatively more renewable ene…
Peer-reviewed🇪🇺 EuropeJournalSociety and Economy2019#PolicyDOI
Is guarantee of origin really an effective energy policy tool in Europe? A critical approach
Hamburger Á.
This paper critically examines the effectiveness of the European Guarantee of Origin (GO) scheme as an energy policy tool. It analyzes the impact of GOs on market signals and consumer choice, and identifies design flaws that may undermine p…
Peer-reviewedJournalJournal of Cleaner Production2024#Renewable EnergyDOI
Does the purchase of voluntary renewable energy certificates lead to emission reductions? A review of studies quantifying the impact
Langer L.
This review systematically examines empirical studies on whether voluntary renewable energy certificate (REC) purchases lead to actual greenhouse gas emission reductions. It addresses additionality and double counting issues, offering insig…
Peer-reviewedJournalCarbon Management2026#scope2DOI
Bridging the purpose–method gap: development of a mapping approach for selection of scope 2 accounting methods
H. Gebara C.
This paper proposes a mapping approach to bridge the gap between corporate goals and scope 2 GHG accounting methods (e.g., location-based, market-based). It provides a framework for practitioners to select appropriate methods based on their…
Peer-reviewedConferenceConference Record IAS Annual Meeting IEEE Industry Applications Society2025#EV & TransportDOI
Low-carbon Oriented Framework for Large-scale Electric Vehicle Deployment Incorporating Transmission Network Impacts
Hu J.
This paper proposes a low-carbon oriented framework for large-scale electric vehicle deployment that incorporates transmission network impacts. It presents an integrated planning approach for EV adoption and power grid, aiming to contribute…