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.
🌍 Global2026#AI × ESG
Can Carbon-Aware Data Center Workload Allocation Reduce Power System Emissions? The Role of Contract Reshuffling
Yihsu Chen, Abel Souza, Fargol Nematkhah +1
This paper models power markets where hyperscalers shift LLM inference workloads to modular datacenters co-located with renewables. It reveals that contract reshuffling can undermine emission reductions from cleaner procurement, and that fo…
Peer-reviewedCNJournalAdvanced Electromagnetics2026#AI × ESGDOI
An Enterprise Financial Health Rating System Based on Deep Belief Networks in Financial Big Data Analytics
J. Z. Lin
This study constructs a financial health rating system using Deep Belief Networks (DBN) to classify enterprises into seven tiers. Using 2,486 firm-year observations from 247 textile, apparel, and leather companies listed on Shanghai-Shenzhe…
Peer-reviewedJournalJournal of the International Association for Shell and Spatial Structures2026#Energy TransitionDOI
Masonry Logic as a Framework for Circular Construction
Irina Miodragovic Vella, Sladjana Markovic
This paper reinterprets traditional stone masonry's geometric logic as a pedagogical framework for circular construction. In an M.Arch studio, students formulate design procedures as algorithms and explore fabrication through prototyping. T…
Peer-reviewed🌍 GlobalJournalThunderbird International Business Review2026#ESGDOI
ESG
Performance, Green Finance Activities, and Bank Financial Stability: The Role of Institutional Quality
Imen Fakhfakh, Amal Ghribi, Soulef Smaoui
Using panel data from 251 banks across 56 countries (2009-2024), this study finds that ESG performance generally enhances bank stability (Z-score), but this effect weakens as the share of green financial products increases, indicating a sub…
🇪🇺 Europe2026#CCUS
Exploring Initial CO2 Transport Topologies for Germany's Carbon Management
Toni Seibold, Luna Lütz, Tom Brown
Germany's climate targets require carbon capture and storage for residual emissions from hard-to-abate sectors. This study combines graph theory with a sector-coupled energy system model to evaluate 60 CO2 transport network topologies for 2…
Preprint🇨🇳 China2026#Carbon AccountingDOI
Effect of initial pools on carbon balance calculations – a case of larch plantations in northeastern China
B. Jiang, Xingji Jin, Timo Pukkala +1
Ignoring CO2 from decomposing harvest residues, dead organic matter, and discarded wood products overestimates carbon sequestration, especially in young plantations. This study developed models for these pools and integrated them into simul…
Peer-reviewed🇨🇳 ChinaJournalNature Communications2026#Carbon AccountingDOI
Net-negative carbon valorization in wastewater treatment via sequential thermochemical-electrochemical coupling
Xiangyu Zheng, Menglan Xiao, Jianming Zhu +5
This study evaluates 32 waste-to-chemical pathways integrating thermochemical and electrochemical conversions for wastewater treatment plants. Sequential coupling with formate production achieves up to ~35% emission reduction. Experimental …
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Policy2026#Energy TransitionDOI
Beyond trade-offs: Synergetic environmental-economic benefits from food waste management towards circular economy
Junting Zhang, Yuhe Zhang, Quande Qin +3
This study evaluates the environmental and economic impacts of separate food waste utilization in Shenzhen using an integrated life-cycle analysis framework. By accounting for interdependencies among treatment technologies, it reveals syner…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Cooking Energy Transition and Rural Household Development Resilience: Evidence from China
Jinqiong Ouyang, Yu HE, Yihang Hu
Using five waves of China Family Panel Studies (2014-2022), this study examines the association between cooking energy transition and rural household development resilience via two-way fixed-effects models. The share of traditional solid fu…
Peer-reviewed🇨🇳 ChinaJournalLand2026#Renewable EnergyDOI
Spatio-Temporal Evolution and Multi-Scenario Simulation of Photovoltaic Expansion at the Township Scale: A Case Study of Xintai, China
Yi Chen, Yao Meng, Tao Liu +4
This study analyzes the spatio-temporal evolution of photovoltaic (PV) development in Xintai, China, from 2010 to 2022 and simulates future spatial patterns under natural development (ND) and carbon neutrality (CN) scenarios. PV development…
Peer-reviewed🇨🇳 ChinaJournalNature Geoscience2026#Climate ScienceDOI
Reforestation dominated China’s forest carbon sink from 1986 to 2019
Wenru Xu, Zhihua Liu, Philippe Ciais +10
This study quantifies China's forest carbon sink from 1986 to 2019, showing that reforestation was the dominant driver. Using satellite data and models, it highlights the contribution of forest management and ecological restoration to clima…
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental & Earth Sciences2026#Energy TransitionDOI
Cost-Optimized Pathways for Carbon-Neutral Wastewater Treatment in China by 2035
Hong Tao Li, Ling Huang, Hai Bo Zhang +2
This review evaluates cost-effective pathways for carbon-neutral wastewater treatment in China by 2035, integrating carbon reduction, resource reuse, and regional planning. It identifies near-term priorities like energy-efficient aeration, …
Peer-reviewed🇨🇳 ChinaJournalGlobal Change Biology2026#Climate ScienceDOI
Sea‐Level Rise Constrains the Carbon Permanence of Global Mangrove Restoration
Jincheng Wu, Zhe Zhao, Philippe Ciais +11
This study estimates global mangrove aboveground biomass (AGB) using satellite data and field observations, projecting changes under SSP126 and SSP585 scenarios. Under high warming, sea-level rise causes a 19.3% decrease in AGB, with restor…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#Supply ChainDOI
Research on Economic and Environmental Benefit Evaluation of Eco-Friendly Material Application and Recycling Technology Integration under Closed-Loop Supply Chain
Qiqi Liu
Against carbon peak and neutrality goals, this paper analyzes the integrated operation of eco-friendly materials and recycling technologies in closed-loop supply chains, using Apple Inc. as a case study. It finds that adopting recycled alum…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#PolicyDOI
How public attention drives urban climate governance across mitigation and adaptation: evidence from Chinese cities
Zhe Zhang, Jing Li, Shengzhen Ding
Using panel data from 275 Chinese cities (2012-2023), this study measures public climate attention via Baidu Index and evaluates urban climate governance performance across mitigation and adaptation. Results show public attention significan…
Peer-reviewed🇨🇳 ChinaJournalChemSusChem2026#Energy TransitionDOI
Applications of Electrothermal Shock for Synthesis and Reuse of Cathode Materials in Lithium‐Ion Batteries
Chenrui Zhang, Wenrui Wei, Xianxia Yuan
This review summarizes recent advances in electrothermal shock (ETS) technology for synthesizing and recycling lithium-ion battery (LIB) cathode materials. ETS enables ultrafast heating, significantly reducing energy consumption while enhan…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#PolicyDOI
Difficulties and responses in applying the principle of common but differentiated responsibilities to carbon emission reduction in high seas fisheries
Linghao Meng, Mengjing Xu
This study examines the application of the common but differentiated responsibilities (CBDR) principle to carbon emission reduction in high seas fisheries, where no unified international framework exists. It justifies shared and differentia…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Colonial history shapes the pathways toward energy independence driven by renewable energy innovation
Yiming Li, Yuzhou Ren, Tao Yang +2
Using panel data from 63 economies (2000-2020), this study examines how renewable energy innovation affects energy independence, finding an N-shaped effect shaped by colonial history. Machine learning reveals that smart grids and energy sto…
Peer-reviewed🇨🇳 ChinaJournalGondwana Research2026#PolicyDOI
Climate policy regimes, eco-innovation, and environmental sustainability: evidence from France using the load capacity factor
Muhammad Irfan
This paper empirically examines the impact of climate policy regimes and eco-innovation on environmental sustainability in France, using the load capacity factor as a measure. It assesses how different policy types and intensities affect en…
Peer-reviewedJournalOpen Science Framework2026#AI × ESGDOI
The "Green Halo" Effect: Real-World Inconsistencies in ESG Scoring and Retail Sentiment
Pranav Nerurkar
This paper empirically examines the 'green halo effect,' revealing real-world inconsistencies between ESG scores and retail investor sentiment. It analyzes how ESG ratings influence investor perception and behavior, questioning the reliabil…