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.
Peer-reviewed🇯🇵 JapanJournalFrontiers in Education2026#PolicyDOI
Climate change education in Thailand: from curriculum presence to system coherence and climate-smart schools
Fernando Reimers, Jomphong Mongkhonvanit
Thailand's climate change education (CCE) has policy entry points but fragmented implementation, weak teacher training, and climate hazards disrupting schooling. A 2025 survey of 329 schools found all had faced extreme weather in three year…
Preprint🇺🇸 USAResearch Square2026#Renewable EnergyDOI
Saving the Citrus Industry: Self-Funded Agrivoltaic Shield Walls for Asian Citrus Psyllids
Hayibo K, Jamil U, Sadat SA +2
Florida's citrus industry has collapsed >90% due to HLB spread by the Asian citrus psyllid. This study proposes vertical agrivoltaic shield walls that exclude the pest while generating electricity, evaluated on a 35-acre farm. Perimeter-onl…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Technical Review: Performance, Design, and Deployment of Steel Helical Pile Groups for Transmission Infrastructure
Aniluo F, Pasbakhsh P, Zhang R +2
This review assesses steel helical pile groups as foundations for Australia's transmission network expansion, synthesizing policy, geotechnical, and case-history evidence. It finds helical piles superior to bored piles on expansive clay per…
PreprintResearch Square2026#Carbon PricingDOI
Toward Sustainable Remanufacturing Systems: Integrating Inspection Allocation, Carbon Pricing, And OEM-ODM Coordination
Montororing YDR, Santosa B, Karningsih PD
This study builds an inspection-allocation optimization model for remanufacturing under carbon pricing, comparing OEM self-remanufacturing (Model S) with ODM outsourcing (Model O) via MINLP. Model S outperforms Model O in all cases (USD 19,…
Preprint🇪🇺 EuropeResearch Square2026#CCUSDOI
The carbon benefit of cement substitution is a strength-class property
Marano G, Sardone L, Devillanova g
Concrete decarbonization via supplementary cementitious materials is usually quantified per kg of binder. This paper shows analytically that this metric is structurally incomplete: because alternative binders bind less efficiently, meeting …
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Extended supplementary information for the publication: Multi-model approach for the renewable energy transition of Uruguay
Kanwal Naqvi, Zahra Syeda, Lopez, Gabriel, Gulagi, Ashish +3
This repository provides supplementary input files for a study modeling Uruguay's renewable energy transition, covering the Best Policy Scenario in EnergyPLAN and EP-ALISON-LUT. It supports a multi-model assessment of decarbonization pathwa…
PreprintZenodo2026#Energy EfficiencyDOI
Advances in Eco-Friendly Refrigerants for Vapour Compression Refrigeration Systems
Christian Walsh Benjamin
This review examines the shift from CFCs, HCFCs, and HFCs to low-GWP refrigerants such as HFOs, hydrocarbons, ammonia, and CO2 in vapour compression refrigeration. It compares thermodynamic, safety, and environmental properties alongside CO…
Preprint🇺🇸 USAZenodo2026#CCUSDOI
gammachord 0.3.6: reference implementation for a sparse-chord gamma densitometer for dense-phase CO₂ pipelines
Aiken, Richard
Reference implementation of a sparse-chord gamma densitometer for non-intrusive detection of density non-uniformity in dense-phase CO₂ pipelines. It includes forward/detectability modelling, Monte Carlo scatter/cross-talk, and an instrument…
🇺🇸 USADatasetZenodo2026#Renewable EnergyDOI
Vibrant Pattern Futures Resource Adequacy Renewable Energy (RARE) Power Dataset
Lach, Christopher, Hamdi, Maddy, Clack, Christopher T M +3
An open dataset of hourly, county-level renewable generation profiles for the continental US, derived from NOAA HRRR weather model outputs. It provides capacity factors for onshore wind, offshore wind, and fixed-tilt solar, archived as Fric…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
The Super-Resolution for Renewable Resource Data (sup3r)
Benton, Brandon, Buster, Grant, Hassanaly, Malik +4
NREL's sup3r uses generative adversarial networks to synthesize high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs. It enables efficient generation of the fine-grained renewable resource data needed for dep…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
open Delft Advanced Research Terra Simulator (open-DARTS)
Denis Voskov, Denis, Saifullin, Ilshat, Wapperom, Michiel +4
Open-DARTS is an open numerical framework for modeling and optimizing subsurface reservoirs used in the energy transition—geothermal production, cyclic energy storage for renewables, and CO2 sequestration. Its simulation outputs support mor…
🇪🇺 EuropeDatasetZenodo2026#Carbon PricingDOI
Replication data and code for the paper *Carbon Pricing and Coal Displacement in the European Union: Complementarity between Price Signals and Phase-Out Commitments, 2005–2024*.
Liashenko, Oksana, Pavlova, Olena
Replication package for a study on EU ETS carbon pricing and coal displacement (2005–2024). Since the common allowance price is absorbed by year fixed effects, identification uses its interaction with pre-ETS (2000–2004) country fossil gene…
PreprintZenodo2026#Transition FinanceDOI
Risk Misunderstood: From Risk Appetite to Risk Responsibility and Resilience
van Gerner, Angelique, Stichting Regenerate-as-a-Project
This paper examines why institutional risk management fails to capture risks created, shifted or left unmanaged across interconnected systems, using regenerative agriculture and transition finance as its context. It distinguishes risk appet…
🌍 GlobalDatasetZenodo2026#HydrogenDOI
Supplementary Dataset: Comprehensive Techno-Economic Analysis of Different Production Technologies of Multiple Energy Vectors – A Sub-Saharan Outlook
Atughwe, Raymond, Gadkari, Siddharth, Short, Michael
This dataset supports a techno-economic analysis of bio-based energy vector production (hydrogen, ammonia, methanol) in Sub-Saharan Africa (Nigeria, Kenya, South Africa) for export to European demand centers. It compiles MILP model inputs, …
Preprint🌍 GlobalZenodo2026#PolicyDOI
From Model to Scenario Engine: A Reproducible ABM for UK Net Zero Analysis
Alves, Marcela, Palola, Pirta, Bailey, Emma +3
This talk shares software-engineering work transforming a baseline macroeconomic ABM into a scenario engine for comparing UK Net Zero policy interventions. It combines economic shocks, a UK-specific data pipeline, Monte Carlo simulation, re…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: China's export reversal"
Chen, Yang
This repository provides code, processed data and figures for a study analyzing China's shift from pollution haven to decarbonisation-technology supplier. It combines GLORIA v060 MR-SUT embodied-emission accounting (1990-2024), MEIC v2 poll…
🇨🇳 ChinaDatasetScience Data Bank2026#HydrogenDOI
Experimental dataset showing that trace cobalt doping promotes the synergistic optimization of the RuOx interfacial hydrogen-bond network and the acidic oxygen evolution pathway
li man man, Li Cong, Yuan Li +3
This dataset supports structural, electrochemical, and mechanistic analysis of a trace Co-doped RuO₂ catalyst (Co-RuO₂@350) for acidic oxygen evolution. Reduction-substitution synthesis tuned the interfacial hydrogen-bond network and electr…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
Hydropower Droughts Reveal Hidden Adjustment Risks in Global Electricity Transitions
Ming Chen
Using a 2005-2023 global panel and capacity-weighted exposure from 7,156 hydropower plants, the study finds that drought stress interacting with hydropower dependence is positively associated with electricity-system adjustment burden, net i…
Peer-reviewedJournalProcess Safety and Environmental Protection2026#Energy TransitionDOI
Waste-to-resource conversion for dynamic healthcare demand matching: ML-based optimization of municipal solid waste valorization for hospital decarbonization and circular resource recovery
Yipeng Feng, Guiying Xu, Mohammed A. Alghassab +7
Proposes an ML-based optimization of municipal solid waste valorization to match dynamic hospital energy demand. Aims to combine healthcare decarbonization with circular resource recovery. Novel in linking waste-to-resource conversion with …
Peer-reviewedJournalEnergies2020#Renewable EnergyDOI
Designing solar power purchase agreement of rooftop pvs with battery energy storage systems under the behind-the-meter scheme
Prapanukool C.
This work addresses the design of power purchase agreements (PPAs) for rooftop PV systems paired with battery energy storage under a behind-the-meter scheme. It targets optimization of on-site generation, storage, and consumption to balance…