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.
Preprint🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
Future Ports as Energy Hubs: Integrated Framework for Renewable Energy Planning, Storage, and Sector Coupling
Franco A
This paper proposes an integrated framework for transforming ports into energy hubs, integrating renewable generation, storage, green hydrogen, microgrids, and intelligent management. Using data-driven analysis and optimization, it supports…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Agentic CAMA-DRL: A Context-Aware Multi-Agent Deep Reinforcement Learning Framework for Multi-Stakeholder Charging Coordination of Last-Mile Delivery E-Bikes
Sharif M, Seker H
This paper proposes Agentic CAMA-DRL, a context-aware multi-agent deep reinforcement learning framework for optimizing charging infrastructure of last-mile delivery e-bikes. Four stakeholder agents coordinate via DQNs conditioned on real-ti…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
From Prediction to Governed Intervention: AI-Enabled Construction Project Controls for Productivity, Resilience and Net-Zero-Oriented Delivery
Vrcelj Z, Sandanayake MS
This paper addresses the gap between AI technical performance and actual project decision changes in construction. Through a structured review of 34 studies, it proposes a Governed AI Project Controls Framework that separates data foundatio…
Preprint🌍 GlobalResearch Square2026#Carbon PricingDOI
Does Carbon Pricing Displace Crypto-Mining Emissions? Quantile Evidence on Carbon Leakage from EU27, Russian and Rest-of-World Power Grids
Toan PN, Hieu LTT, Nguyen NVT
This paper tests whether carbon pricing causes carbon leakage using crypto-mining, an electricity-intensive and footloose industry. Quantile regressions on daily data (2019-2026) show that in Russia, the interaction of Bitcoin returns and E…
🇪🇺 EuropeDatasetZenodo2026#Renewable EnergyDOI
PLANtoACT Task 2.1: Hourly profiles - Wind power
Prina, Matteo Giacomo
This dataset provides normalized hourly wind power generation profiles for five European regions, generated using MERRA-2 and Renewables.ninja. It supports energy system modeling and regional planning.
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Regional Energy Deployment System Model 2.0 (ReEDS 2.0)
Brown, Patrick, Carag, Vincent, Chen, Yunzhi +19
ReEDS is a capacity planning model for the power sector that simulates the evolution of generation and transmission from present to 2050 and beyond. It is used for scenario analysis of renewable deployment and grid expansion, supporting ene…
🌍 GlobalDatasetZenodo2026#Carbon PricingDOI
Replication data and code for "Carbon Pricing and Per-Capita Greenhouse Gas Emissions in OECD Countries: Evidence from a Fixed-Effects Panel"
Marques Alves Aguiar, Gabriela
This replication package provides data and code for a fixed-effects panel analysis of OECD countries (2015-2023), examining whether stronger carbon-pricing signals are associated with lower per-capita GHG emissions. It offers reproducible e…
Preprint🌍 GlobalZenodo2026#AI × ESGDOI
Reproducibility snapshot v4.23.0 for "The anti-maladaptation filter hypothesis: cohort-scale empirical test that NAM-classification-filtered portfolio allocation delivers higher expected avoided-loss NPV than five naive baseline allocations for climate adaptation of 725,462 electricity substations across 39 OECD countries"
Bérard, Cedric
This snapshot demonstrates that NAM-classification-filtered portfolio allocation outperforms five naive baselines in expected avoided-loss NPV for climate adaptation of 725,462 substations across 39 OECD countries. At the reference cell, al…
🇺🇸 USADatasetZenodo2026#Supply ChainDOI
A 17-year vessel-level dataset of port congestion, operational mode, and idling emissions at five major US ports (2009-2025)
Ashuraliyev, Abduxoliq
This dataset provides vessel-level dwell times, operational modes, and CARB-calibrated idling emissions for five major US ports from 2009-2025, derived from AIS data. It enables analysis of port congestion and its climate impact, validated …
Peer-reviewedCNJournalFood Quality and Safety2026#AI × ESGDOI
Greenhouse Gas Emissions Optimization for Vegetable Processing in Production Area Using Deep Deterministic Policy Gradient
Jianxun Zhao, Mingxuan Huang, Changqing Tian +1
This study optimizes GHG emissions in vegetable handling processes using Deep Deterministic Policy Gradient (DDPG). Sensitivity analysis identifies key parameters, and a Markov decision process model with multi-objective reward design minim…
Peer-reviewed🌍 GlobalJournalEnergy & Environment2026#Carbon PricingDOI
Investigating the effects of carbon tax and emissions trading on greenhouse gas emissions reduction: Evidence from a global analysis
Bao-Linh Tran, Yun-Ju Huang, Wei-Chun Tseng +1
Using panel data from 74 countries (2010-2022), this study compares the emission reduction effects of carbon tax (CT) and emissions trading (ETS). When using coverage-adjusted carbon prices, both are equally effective, but with nominal pric…
Peer-reviewedCNJournalEnvironmental Science & Technology2026#Energy TransitionDOI
Probabilistic
Scenarios
Reveal the Impacts of China’s
Energy System Net-Zero Transition on the Water–Energy–Food
Nexus
Shu Zhang, Wenying Chen
This study develops a probabilistic framework integrating bottom-up models of China's water-energy-food (WEF) systems with Monte Carlo simulations to assess the impacts of the net-zero energy transition. Exploring over 4,000 uncertainty cas…
Peer-reviewed🌍 GlobalJournalOrganization & Environment2026#ESGDOI
Carbon Subsumption: How Governing Net Zero Makes Biodiversity Invisible in Corporate Sustainability
Siavash Alimadadi, Jonatan Pinkse
This viewpoint introduces 'carbon subsumption,' where sustainability governance privileges carbon as the dominant metric, making biodiversity visible only when convertible to carbon. It identifies three mechanisms: assimilation, subordinati…
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2026#Energy TransitionDOI
Bayesian material flow analysis and life cycle assessment reveal decarbonisation and land use trade-off in England's cement and concrete sector
Adam R. Mason, Tom Bide, Rupert J. Myers +1
This study combines Bayesian material flow analysis and life cycle assessment to evaluate decarbonisation pathways for England's cement and concrete sector. It quantitatively reveals trade-offs between decarbonisation measures such as CCUS …
Peer-reviewed🇪🇺 EuropeJournalEnergy & Environment2026#Energy TransitionDOI
The path toward decarbonization in energy systems: A review on optimization, machine learning and spatiotemporal approaches
George Halkos, Panagiotis-Stavros Aslanidis
This review systematically synthesizes optimization, machine learning, and spatiotemporal analysis methods for decarbonizing energy systems. Analyzing 82 papers (2001-2024), it identifies four research strands: multiobjective optimization, …
Peer-reviewed🇪🇺 EuropeJournalEnergy Policy2026#Energy TransitionDOI
Decarbonization potential and limits of e-fuel policies in the EU
Juan Manuel Campos-Rodríguez, Laura Bartolomé-Quevedo, David Vega-Maza +3
This paper analyzes the decarbonization potential and limits of e-fuel policies in the EU. It evaluates production costs, supply constraints, and policy effectiveness, critically examining the role of e-fuels in transport decarbonization. O…
Peer-reviewedCNJournalAdvances in Climate Change Research2020#CCUSDOI
Cost-benefit comparison of carbon capture, utilization, and storage retrofitted to different thermal power plants in China based on real options approach
Fan J.L.
This study evaluates CCUS retrofits to different thermal power plants in China using a real options approach, comparing cost-benefit under uncertainty. It provides insights for investment timing and policy decisions.
Peer-reviewed🌍 GlobalJournalInternational Journal of Greenhouse Gas Control2021#CCUSDOI
Potentials of the public engagement strategy for public acceptance and social license to operate: Case study of Carbon Capture, Utilisation, and Storage Gundih Pilot Project in Indonesia
Mulyasari F.
This paper analyzes the impact of public engagement strategies on public acceptance and social license to operate (SLO) using the Gundih pilot CCS project in Indonesia as a case study. It demonstrates that community engagement is crucial fo…
Peer-reviewedCNJournalEnergy2025#CCUSDOI
Optimal dispatch of integrated energy system with CCUS-P2G coupling and hydrogen-doped gas equipment based on ladder-type carbon trading mechanism
Ni Q.
This paper addresses optimal dispatch of an integrated energy system combining CCUS with power-to-gas (P2G) and hydrogen-doped gas equipment under a ladder-type carbon trading mechanism. It proposes an optimization model balancing carbon re…
Peer-reviewed🌍 GlobalJournalSN Business and Economics2026#Climate FinanceDOI
Transforming financial institutions through green finance: The strategic role of FinTech in OECD Countries
Ali F.
This paper examines the strategic role of FinTech in advancing green finance among financial institutions in OECD countries. It argues that FinTech can enhance environmental disclosure and efficient capital allocation, thereby promoting dec…