GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
🇪🇺 Europe📚 Peer-reviewed · JournalIET conference proceedings.2026#Energy TransitionDOI
Uncertainty-aware probabilistic energy forecasting for low-carbon industrial energy management systems
Divyabhan S. Duggal, Haimeng Wu, Neil S. Beattie +1
This paper proposes a probabilistic multi-horizon forecasting framework based on a multi-output quantile LSTM architecture for industrial energy management with on-site renewables. It uses conformal prediction to improve prediction interval…
CN📚 Peer-reviewed · JournalApplied Science and Innovative Research2026#Energy EfficiencyDOI
Research on the Practice of Digital Low-carbon Management of Construction Projects from the Perspective of Globalization
Juping Ge, Qixiang Miao, Xiaozhen Wang +3
This paper explores the application of digital technologies (BIM, IoT, digital twin) for low-carbon management across the entire lifecycle of construction projects. It compares domestic and international cases, summarizes implementation mod…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Rural Studies2026#Carbon AccountingDOI
Multidimensional pathways for emission reduction and carbon sequestration in comprehensive land consolidation: A configurational analysis of low-carbon behaviors in rural China
Qi Li, Wenxiong Wang, Zongbao Feng +2
This paper evaluates pathways for emission reduction and carbon sequestration in comprehensive land consolidation in rural China through configurational analysis of low-carbon behaviors. It suggests that combinations of various factors cont…
📚 Peer-reviewed · JournalChemical Engineering and Processing - Process Intensification2026#CCUSDOI
The steam barrier as a design constraint in carbon capture: Pathways to low-temperature regeneration
Leandros Paschalidis, Kai Fabian Kruber, Simon Müller +1
This paper examines the steam barrier as a design constraint in carbon capture and explores pathways to low-temperature regeneration, potentially improving CCUS efficiency.
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Parallel Emergent and Distributed Systems2026#Supply ChainDOI
Optimization method of low-carbon logistics network for automotive-parts based on IPSO
Chen Chunxia, Zhihua Yang
This paper proposes a low-carbon logistics network optimization method for automotive parts using an improved particle swarm algorithm (IPSO). A multi-objective optimization model considering distance, load, and transport modes achieves low…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#PolicyDOI
Inhibiting or Promoting: The Impact of Low-Carbon Policy Intensity and Corporate Financialisation
Xiaotong Jian, Ruohan Wu, Rong Xu +1
Using panel data of Chinese A-share listed firms from 2012 to 2022, this study finds that low-carbon policy intensity increases corporate financialisation (shift from real investment to financial assets). The mechanism is driven by short-te…
🇨🇳 China📚 Peer-reviewed · JournalComposites Part A Applied Science and Manufacturing2026#CCUSDOI
Carbon sequestration in engineered cementitious composites for low carbon construction: Mechanisms, performance, and sustainability implications
Sen Zheng, Yuanxun Zheng, Feng Long +2
This paper provides a comprehensive review of carbon-sequestering engineered cementitious composites (ECC) for low-carbon construction, covering mechanisms, performance, and sustainability implications, highlighting their potential as a CCU…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Impact of Digital Technology Application on the Development of Low-Carbon Economic Transition: The Mediating Role of Green Investment
Ruoya Zhao, Shi Yin
Using provincial panel data from 31 Chinese provinces (2015-2024), this paper empirically identifies the causal impact of digital technology adoption on low-carbon economic transition via two-way fixed effects, IV, and bootstrap mediation t…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergies2026#Transition FinanceDOI
Sustainable Industrial Investment in the Energy Sector: Aligning Capital, Risk, and the Low-Carbon Transition
Donato Morea, Gabriele Piga
This paper presents a framework for sustainable industrial investment in the energy sector, examining how capital allocation and risk management can be aligned with low-carbon transition goals. It analyzes challenges and opportunities for i…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Sustainability2026#Renewable EnergyDOI
Sustainable energy transitions through biomass pelleting: policy levers for carbon neutrality
Md Mashiur Rahman, Daniel Ciolkosz
Biomass pelleting converts residues and biochar into standardized fuels, supporting industrial decarbonization and rural clean energy. This review examines technical performance, supply-chain constraints, and policy integration, finding tha…
📚 Peer-reviewed · JournalInternational Journal of Production Economics2026#Carbon PricingDOI
Carbon offset market and cap-and-trade: Firm behavior, market dynamics, and policy design
Meihan Chen, Xiangyun Chang, Zhengwei Sun +2
This paper analyzes firm behavior, market dynamics, and policy design in carbon offset and cap-and-trade systems. It examines how policy design influences firm investment in emission reductions and carbon credit trading, aiming to inform ef…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Trade-offs and synergy between educational equity and low-carbon urban mobility
Jiahong Qi, Biying Yu, ZM Xu +15
This paper investigates trade-offs and synergies between educational equity and low-carbon transportation under school enrollment policies. It uses an XGBoost model to identify key determinants of school travel mode choice and a Nested Logi…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
A product-level Trade-LCA framework for embodied carbon accounting in global trade: code and derived results
Florian Pothin
This paper provides code and derived results for a product-level Trade-LCA framework for embodied carbon accounting in global trade. No datasets are bundled; users must obtain inputs from their respective providers. The framework enables pr…
CNDatasetMendeley Data2026#Carbon PricingDOI
Heterogeneous Effects of Carbon Emissions Trading on Environmental–Economic Performance: Evidence from High-Carbon Listed Firms in China (Replication files)
Wenya Zhang
This paper empirically examines the heterogeneous effects of carbon emissions trading on environmental-economic performance among high-carbon listed firms in China. It provides synthetic data and replication code, documenting data construct…
📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Scope 3DOI
Supply Chain Climate Policies and Focal Firms' Effort in Reducing Scope 3 Emissions: A Longitudinal Analysis of Indian Firms
Umayal Palaniappan (24091869), Neeraj Jain, Nachiappan Subramanian
This study examines how supply chain climate policies (SCCP) affect Scope 3 emissions using panel data from 717 Indian firms (2015-2024). It finds that SCCP significantly reduce total, upstream, and downstream Scope 3 emissions. Moderating …
📚 Peer-reviewed · JournalInternational Journal of Science and Research Archive2026#ESGDOI
The Impact of ESG Reporting Quality on Firm Financial Performance: A Comparative Analysis of the UK and New Zealand Markets
Wickramarachchi H. S.
This study examines the relationship between ESG reporting quality and financial performance for UK and New Zealand firms using panel data regression. It finds a positive and significant association, with a stronger effect in the UK, highli…
🌍 Global📚 Peer-reviewed · JournalPLoS ONE2026#AI × ESGDOI
From words to action? Linking ESG reports to environmental performance
Ivan Savin, Mateo López Carel, Eva Schlindwein
This study applies computational linguistics to 1,477 ESG reports from STOXX Europe 600 companies, identifying 34 topics (six environmental). It finds that topics like sustainable value chains and renewable energy are associated with improv…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#PolicyDOI
A Feasibility Stress Test of Collectively Paris-Compatible National CO₂ Targets
Andreas Wolfsteiner
This paper seeks to identify global framework data for feasible national emission reduction targets compatible with the Paris Agreement. It finds a remaining mitigation gap even under optimistic assumptions, using the ESPM methodology.
JournalZenodo (CERN European Organization for Nuclear Research)2026#PolicyDOI
Conservative Party of Canada — Federal Election Platform 2021 Report
Open Insights
This report models the impact of the Conservative Party of Canada's 2021 energy and climate policies. Repealing the carbon tax and ZEV mandate, while introducing CCUS tax credits, leads to only a 6% emissions reduction by 2030, far short of…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainable Development2026#Renewable EnergyDOI
Renewable Energy Productivity Club Convergence in the European Union
Gonzalo H. Soto
This study analyzes renewable energy productivity in EU countries from 2004 to 2022 using club convergence. It finds a productivity decline as renewable consumption increases, characterizing it as a transition phase. Electricity prices and …