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.
JournalInternational Conference on Green Energy, Environment, and Sustainable Development (GEESD)2026#Energy TransitionDOI
Modeling regional energy transition pathways in China using a random forest-based predictive framework
Xingwei Wang
This study builds a machine-learning framework to predict China's regional energy transition pathways. Comparing SVM, decision tree, KNN, and random forest via 10-fold cross-validation, random forest performed best with superior fit and low…
🌍 GlobalJournalInternational Conference on Green Energy, Environment, and Sustainable Development (GEESD)2026#PolicyDOI
Study on the economic priorities of renewable energy policy and energy efficiency for sustainable development: a comparative analysis of China and Germany
Yujie Zeng, Yan Li
This study compares China and Germany by coding six official national policy texts into instrument categories (regulation, planning, fiscal support, market mechanisms, technology, infrastructure, energy security) alongside two descriptive i…
Peer-reviewedJournalActa Innovations2026#Renewable EnergyDOI
EXAMINING ATTITUDES AND IDENTIFYING BARRIERS TO RENEWABLE ENERGY ADOPTION IN URBAN RESIDENTIAL AREAS OF THE UAE
Tanvir Hussain, Farhat Ul Ain Sonia
A survey-based study of urban UAE residents' attitudes toward and barriers to household renewable energy adoption, including rooftop solar. It examines how environmental awareness, installation and maintenance costs, government incentives, …
Peer-reviewed🇪🇺 EuropeJournalJournal of Climate Finance2026#Transition FinanceDOI
Assessing and ranking corporate climate transition efforts using a probabilistic approach
Kateryna Chekriy, Rüdiger Kiesel, Gerhard Stahl
This study proposes and validates Budget-at-Risk, a forward-looking metric quantifying a firm's emissions surplus or deficit against a sectoral carbon budget at a given confidence level. Using the FT's 'Europe's Climate Leaders' ranking as …
Peer-reviewed🌍 GlobalJournalEnergies2026#Energy TransitionDOI
Powering the U.S. Energy Transition Amid Uncertainty: Financial Development, Oil Prices, and Climate Policy Uncertainty
Seyed Alireza Athari, Kamel Si Mohammed, Asaad Sendi +2
Using monthly 2005–2026 U.S. data, this study applies multivariate quantile-on-quantile kernel regularized least squares to test how climate policy uncertainty, financial development, and oil prices shape renewable energy consumption. Effec…
Peer-reviewed🇺🇸 USAJournalJournal of Sustainability2026#Climate ScienceDOI
Improved Feed Additives and Grazing Management are Likely Suboptimal Strategies for Reducing the Carbon Costs of Beef
Gidon Eshel
Numerical modeling assesses two promoted strategies for cutting beef's carbon costs: feed additives to reduce methane and grazing management to boost soil carbon sequestration. Even with realistic emission reductions, beef remains higher-em…
Peer-reviewedJournalSustainability2026#Carbon AccountingDOI
Enhancing Transparency in Livestock GHG Assessments: Methodological Sensitivity and Climate-Dependent Spatial Patterns
Yookyung Jeong, Kyuhyun Byun
This study compares IPCC Tier 1 (1996/2006 Guidelines, 2019 Refinement) with a country-specific Tier 2 approach for livestock CH4 and N2O emissions. Tier 2 generally yields lower estimates and shifts source composition—amplifying enteric CH…
Peer-reviewed🇺🇸 USAJournalFrontiers in Energy Research2026#PolicyDOI
Structural green growth assumptions in energy system models obscure alternative transition strategies
Baxter Williams, Emily A. Grubert
This Perspective critiques integrated assessment models (IAMs) for embedding perpetual GDP growth as a structural assumption. Historically, growth has raised emissions and material extraction, and even successful green growth has not decoup…
Peer-reviewed🌍 GlobalJournalEnergy Research & Social Science2026#Energy TransitionDOI
Urban cooking in the global south: Social dimensions, urgency, and climate mitigation potential
Firuz Ahamed Nahid, Abhishek Das, Leila Niamir +2
A systematic review of 42 studies across 50 Global South cities on household cooking fuel transitions. Mitigation potential is estimated at ~0.043 GtCO2 by 2035 at USD 47.6–75.7/tCO2. Economic and socio-cultural constraints are the most per…
Peer-reviewed🌍 GlobalJournalEnergy Economics2026#Carbon PricingDOI
Policy design and firm-level energy efficiency: Evidence from emissions trading versus command-and-control in Korea
InSeok Park, Donggyu Yi
An empirical study comparing how Korea's emissions trading system versus command-and-control regulation affects firm-level energy efficiency. It examines whether market-based carbon pricing drives stronger efficiency improvements than presc…
Preprint🇪🇺 EuropeZenodo2026#HydrogenDOI
Keynote: Early-Stage Operating Experience with a 3 MW PEM Electrolyser
Wallner, Christian
A keynote reporting early operating experience with a 3 MW PEM electrolyser, framed within Austria's push for climate-neutral industry. It argues that transformation requires innovation plus industry-science-policy cooperation, balancing en…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Keynote: From Breakthroughs to Scale – Accelerating Industrial Transformation
Peyker, Urban
A keynote framing the path to climate-neutral industry through technological innovation, interdisciplinary research, and industry-science-policy cooperation. It highlights Austria and Europe's challenge of decarbonizing while staying compet…
🌍 GlobalDatasetZenodo2026#Renewable EnergyDOI
Swiss SolarWind Explorer - data and code (version 3)
Reusser, Marc, Hertig, Heidi, Robaina, Orencio +3
The Swiss SolarWind Explorer is an interactive geospatial tool from ETH Zurich (PLUS) under the SPEED2ZERO initiative, letting users overlay datasets and build custom maps of Swiss solar and wind potential. It combines scientific data with …
PreprintZenodo2026#Renewable EnergyDOI
TECHNO-ECONOMIC ASSESSMENT OF STAND-ALONE SOLAR PHOTOVOLTAIC SYSTEMS FOR HOUSEHOLD ENERGY INDEPENDENCE IN UZBEKISTAN
Gulsanem Allambergenova, Adilbaev Abbaz Amanovich, Ametova Sevinch Shamshetdinovna
This study examines the technical and economic factors shaping the feasibility of stand-alone solar PV systems for household energy independence in Uzbekistan. It applies a comparative analytical methodology grounded in established off-grid…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
A Scenario-Based Assessment of Competing Technologies for Industrial Decarbonization
Bhadbhade, Navdeep, Grand, Jonas, Ong, Benjamin Hung Yang
A screening framework combining Pinch Analysis, LCA, techno-economics, and multi-objective optimization is applied to five industrial heat-demand archetypes across five European regional scenarios. Solar thermal mostly acts as a complementa…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
ELEKTRA introductory video
1 CUBE
The EU Horizon Europe-funded ELEKTRA project released an introductory video outlining its mission to decarbonize energy-intensive industries. It pursues three technology pathways: electrically heated reforming, induction-based ammonia crack…
Preprint🇺🇸 USAZenodo2026#AI × ESGDOI
Carbon-Aware GitOps Gates Revisited: A Preregistered Trace-Driven Evaluation of CarbonGate on Great Britain Grid Data
Kotak, Bhavin
CarbonGate defers non-urgent GitOps deployments to low-carbon-intensity forecast windows under a max-delay SLA. Replaying a simulated workload against 12 months of Great Britain NESO grid data, forecast-based deferral with a 4h limit cut av…
PreprintZenodo2026#Carbon AccountingDOI
Closing the fossil carbon cycle: the Geological Net Zero Pact (FR : Boucler le cycle du carbone fossile : le pacte de Neutralité Géologique en Carbone)
Portolano, Patrick
Climate disruption stems from transferring fossil carbon from geological reservoirs to atmosphere, ocean and biosphere faster than natural cycles can offset. This working paper consolidates the Geological Net Zero (GNZ) principle proposed f…
PreprintZenodo2026#CCUSDOI
Slimming the fossil mammoth: financing defossilisation, from supply chains to end uses (Fossil Carbon Notebooks, Notebook 9)
Portolano, Patrick
This notebook breaks down 2024's 36.15 GtCO₂ of fossil emissions into five intervention families and models avoidable versus capturable tonnes item by item. Across three scenarios, avoidance ranges 8.9–20.8 Gt/yr and capture potential 11.5–…
🇨🇳 ChinaDatasetScience Data Bank2026#CCUSDOI
Amine-modified fibrous SiO2 synthesis from Al-extraction residue from coal ash: A synergistic approach to CO2 mineralization and capture
Mei Yangang
Calcium silicate hydrate was hydrothermally synthesized from Al-leached coal ash residue, then decalcified with acids, salts, and CO2 solution before amine functionalization. The resulting amine-modified material was tested for CO2 absorpti…