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🇺🇸 USAEarthArXiv2026#AI × ESGDOI
AquaContam: machine-learning models of drinking-water contamination learn who is monitored as much as where contamination occurs
Newton. Tyler James
AquaContam uses over 4 million samples from 95,223 U.S. water systems to show that ML models learn monitoring processes as much as contamination. Apparent lead-model performance is largely a target-leakage artifact, and monitoring is inequi…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
EMPIRICAL PAPER II THE REQUIREMENT–CAPACITY RACE IN NORTH AMERICAN ELECTRICITY
Rupture, Signal
This paper applies the SignalRupture structural grammar to electricity systems, analyzing the race between rising demand (especially from AI data centers) and supply capacity. Based on NERC forecasts, it projects over 224 GW of additional p…
PreprintZenodo2026#Energy TransitionDOI
AI for Energy Management System
Dr. V. SRIDEVI, STEPHY ANGELIN J, Dr. SANJAY L. KURKUTE +1
This book comprehensively explores AI applications for smart, efficient, and sustainable energy systems. It covers machine learning for demand forecasting, optimization, renewable integration, smart grids, IoT monitoring, predictive mainten…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
The Price of Acceptance: Multi-Objective Optimisation of Cost and Social Acceptance in Germany's Energy Transition - Data
Hanto, Jonathan, Diesing, Alena, Löffler, Konstantin
This dataset supports multi-objective optimization of cost and social acceptance in Germany's energy transition. It includes regional cost and public acceptance data for renewable energy deployment, useful for policy-making and regional pla…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
VESTA-CH - Very High Temperature Heat Aquifer Storage
Alcolea, Andrés, Meier, Peter
The VESTA-CH project addresses long-term performance degradation in high-temperature thermal energy storage (HTS) systems by investigating coupled thermo-hydro-chemical processes. It combines numerical modeling with experiments and field ob…
PreprintZenodo2026#CCUSDOI
Data and analysis code for: Acoustically optimal state points for constraining CCS mixture models in the metering-critical region of CO₂ + N₂, O₂, and Ar
Aiken, Richard
This paper provides a complete computational pipeline and outputs for optimizing acoustic measurements of CO₂ mixtures relevant to CCS metering. It includes D-optimal designs, covariances, and reproducible scripts, supporting accurate flow …
PreprintZenodo2026#Energy TransitionDOI
Biofuel Expasion and the persistence of fossil fuel dependence: Evidence from Brazil
fumagali, junior, Gonçalves Montenegro, Rosa Livia, Arcanjo, Gabriel Arcanjo
This study examines the economic dimension of energy transition by analyzing the integration and persistence of ethanol, gasoline, and crude oil markets in Brazil using Bayesian VAR and BEKK-MGARCH models. It finds that biofuel expansion do…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
HCTGS v34 USA — Water, Energy and Industrial Ground in the United States Part1+2+3
Mehmetaj, Ilir
A three-part conceptual proposal applying a seawater thermal cascade (HCTGS) to US water, energy, and industrial siting challenges. Magnesium combustion and seawater steam condensation drive multi-stage production of fresh water, power, hea…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
yashdubey132/DACCSvDACCU: Initial release for publication
Yash Dubey, Katrin Sievert
This repository provides code accompanying a paper on the cost-effectiveness of synthetic fuels and CO2 removal (DACCS/DACCU) for net-zero aviation. It supports analysis of technology pathways and cost optimization for aviation decarbonizat…
PreprintCNZenodo2026#Energy TransitionDOI
Synergistic Optimization of Renewable Energy Supply Chains under the Dual Carbon Goals
Jiachang Yuan
Under China's Dual Carbon Goals, this study proposes a three-tier collaborative optimization framework for renewable energy supply chains, integrating blockchain-based carbon data pools, multi-objective optimization, dynamic carbon taxation…
DatasetZenodo2026#Energy TransitionDOI
Data and Code for A Streamlined Life-Cycle Carbon Screening Model for Philippine Grid Decarbonisation
AQUINO, JESUNINO
This dataset and code provide a streamlined life-cycle carbon screening model for Philippine grid decarbonisation. The model compares life-cycle carbon emissions of power generation technologies, aiding policy and investment decisions. It s…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
EsteVeroMScThesis/US-Climate-Wedges---MSc-Thesis-Appendix: US Climate Wedges MSc Thesis Appendices Code v1.0
EsteVeroMScThesis
This repository provides a calculation spreadsheet for building decarbonization pathways, Python code to determine the number of feasible pathways, and supplementary materials (PDF). It applies climate wedges analysis to evaluate multiple d…
Peer-reviewedJournalAll Earth2026#Energy TransitionDOI
Recent advances in using biochar application for greenhouse gas mitigation strategies in rice field
Gideon Sadikiel Mmbando
This review summarizes recent findings on biochar application in rice paddies as a strategy to reduce greenhouse gas emissions, particularly methane and nitrous oxide. Biochar offers dual benefits of soil improvement and carbon sequestratio…
Peer-reviewed🌍 GlobalJournalApplied and Computational Engineering2026#Carbon AccountingDOI
Life Cycle Carbon Emissions and Emission Reduction Measures for Bottled Water
Jiaxing Li
This review synthesizes multiple LCA studies on bottled water's life cycle carbon emissions, identifying key hotspots such as PET resin production, bottle manufacturing, transportation, and electricity use. It evaluates reduction measures l…
Peer-reviewedJournalAchievements of Science and Technology in Agro-Industrial Complex2026#OtherDOI
Pedigreed features of the intestinal microbiota of sheep and its relationship with greenhouse gas emissions and the metabolic profile of blood
N. V. Bogolyubova, A. A. Zelenchenkova
This study examines the relationship between gut microbiota, greenhouse gas emissions, and blood metabolic profiles in Dorper and Romanovskaya sheep in the Moscow region. Breed-specific interactions between bacteria and methanogens were ide…
JournalCollaborative Solutions: Cross Disciplinary Approaches to Achieve Global Sustainability Goals2026#HydrogenDOI
Green Hydrogen vs. Renewables: A Path to Net-Zero Emissions in a Complex Energy Landscape
(著者不明)
This paper compares green hydrogen and renewable energy in achieving net-zero emissions, analyzing their complementary roles and challenges in complex energy systems. It clarifies decarbonization pathways and offers implications for policy …
Peer-reviewedJournalInkubis : Jurnal Ekonomi dan Bisnis2026#PolicyDOI
CO₂ Emission Drivers and Decoupling across Net-Zero Commitment Clusters
Yosafat Mathias Sihombing, Deni Kusumawardani
This study examines how the credibility of net-zero commitments affects decoupling of economic growth from CO₂ emissions across 27 high-emitting countries using LMDI decomposition and Tapio analysis. Economic activity and population drive e…
Peer-reviewedJournalReturn : Study of Management, Economic and Bussines2026#Energy TransitionDOI
Risk-Adjusted Multicriteria Decision Analysis (MCDA) Based on Financial and Non-Financial Factor Integration Model in Prioritizing Decarbonization Projects at National Energy Company
Rafi Herfini, Suhari Pranyoto, Eka Puspitawati
This study develops a risk-adjusted MCDA model integrating financial, financial-risk, and non-financial criteria to prioritize decarbonization projects at Indonesia's national energy company, Pertamina. Analyzing 46 initiatives, it shows th…
Peer-reviewedJournalMining Industry Journal (Gornay Promishlennost)2026#Carbon PricingDOI
Export potential and decarbonization of the Russian mining and metallurgical complex amid the transformation of the world economy
O.I. Dontsova, M.I. Volkhonova, I.N. Abanina +2
This study analyzes the export competitiveness and decarbonization pathways of Russia's mining and metallurgical sector under CBAM. It finds steel carbon intensity exceeds the world average by 24%, with direct carbon costs reaching EUR 139-…
Peer-reviewedJournalEnergies2025#Energy TransitionDOI
Probabilistic Deliverability Assessment of Distributed Energy Resources via Scenario-Based AC Optimal Power Flow
Anton L.L.
This paper proposes a probabilistic deliverability assessment method for distributed energy resources (DER) using scenario-based AC optimal power flow. It enhances grid operation reliability under uncertainty and facilitates renewable energ…