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.
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Research Dataset Underlying the Analysis of Dynamic Implementation Bottlenecks in Net Zero Aviation Pathways
Ghatole, Ghanshyam
This dataset consolidates research data for analyzing implementation bottlenecks in net-zero aviation pathways. It codes readiness across five dimensions (Technology, Supply, Infrastructure, Finance, Policy) for six decarbonization pathways…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset and code: Future environmental performance of lithium from brines shaped by energy and reagent decarbonization and technology optimization
Istrate, Robert, Schenker, Vanessa
This repository provides prospective life cycle inventory (LCI) databases and code for future scenarios of battery-grade lithium carbonate production from brines. It integrates site-specific LCIs, production timelines, REMIND projections, n…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Code: Material demand and supply-chain assessment of U.S. electricity system transitions
Griffiths, Paul, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: the reversal of China's export function"
Chen, Yang
This dataset provides code, processed data, and figures for a study demonstrating the reversal of China's export function from a pollution haven to a decarbonisation supplier. It analyzes changes in carbon and pollution content embodied in …
CNDatasetZenodo2026#Energy TransitionDOI
The code and raw data associated with the publication "Timescale-based functional coordination of hybrid energy storage systems enables cost-efficient industrial decarbonization"
Guo, Jiacheng, Peng, Jinqing, Wu, Hao
This package provides raw data and MATLAB code for a paper on a general design framework for hybrid energy storage systems in industrial parks, based on hierarchical optimization. It enables cost-efficient industrial decarbonization through…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
Dataset for Architectural Design and Performance Simulation of MW-level Cyclic Continuous and Parallel Multi-track Ramp Gravity Energy Storage Systems
Zhang Fan, Chen Julong, Mou Xuepeng +2
This study proposes a cyclic continuous and parallel multi-track integrated design to overcome the low efficiency and poor scalability of conventional gravity storage. The dataset provides design logic and performance boundaries for 1-3 MW …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Business Models and Financial Viability of Heat Cooperatives for District Heating Decarbonisation: A Financial Feasibility Case Study from the HeatCOOP Project
Gašper Stegnar, Katarina Trstenjak, Damir Staničić
This paper examines the financial viability of community-led district heating decarbonisation, applying a three-model typology to two Slovenian biomass projects. Subsidy rate is the dominant determinant: at ~45% grant, all variants achieve …
Peer-reviewedJournalLogistics2026#Energy TransitionDOI
Documented Decarbonisation Practices in Major UK Ports: A Comparative Multiple-Case Analysis
Reza Eshtehadi, Ying Xie, Dong-Ping Song
This study analyzes public documents from 16 major UK ports (17 cases) to assess decarbonisation implementation maturity across six dimensions and 24 indicators. Solar generation, equipment electrification, and rail connectivity are widely …
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#Energy TransitionDOI
Getting the balance right for cost-effective truck fleet decarbonisation
Arjun Bopaiah, Rory F.D. Monaghan
This paper discusses the importance of balancing various factors for cost-effective decarbonisation of truck fleets. It likely examines trade-offs among technology choices, infrastructure investment, and policy support to identify optimal t…
Peer-reviewedJournalApplied Energy2026#Energy TransitionDOI
A review of environmental and techno-economic assessments of plastics to synthetic fuels and chemicals towards decarbonization
Mengyao Yang, Julia Eaint Chan Myae Dai, Sze Xing Tan +2
This review systematically organizes studies assessing the environmental and techno-economic performance of technologies converting plastics into synthetic fuels and chemicals, examining their potential contribution to decarbonization. It c…
Peer-reviewedJournalTransport Policy2026#Energy TransitionDOI
Aligning human capital with maritime decarbonisation, digitalisation, and automation strategies: A conceptual framework
Wahidul Sheikh, Gholam Reza Emad, T.M. Rabiul Islam +1
This paper proposes a conceptual framework for aligning human capital with maritime decarbonisation, digitalisation, and automation strategies. It argues that aligning workforce skills with strategic goals is essential for a sustainable tra…
Peer-reviewed🇪🇺 EuropeJournalEnergy Sustainability and Society2026#Energy TransitionDOI
Prospective dynamic average and marginal electricity emission factors for Germany until 2070: a methodological extension incorporating energy storage
Blanke T.
This paper presents a methodology to dynamically project average and marginal electricity emission factors for Germany up to 2070, incorporating the impact of energy storage. It captures temporal variations in emission factors, offering ins…
Peer-reviewed🇺🇸 USAJournalApplied Energy2018#Energy TransitionDOI
Translating climate change and heating system electrification impacts on building energy use to future greenhouse gas emissions and electric grid capacity requirements in California
Tarroja B.
This study analyzes the impacts of climate change and heating electrification on building energy use and greenhouse gas emissions in California, assessing future electric grid capacity requirements and highlighting the importance of electri…
Peer-reviewedJournalJournal of Cleaner Production2020#Energy TransitionDOI
From decarbonization to low carbon development and transition: A systematic literature review of the conceptualization of moving toward net-zero carbon dioxide emission (1995–2019)
Wimbadi R.W.
This systematic review analyzes literature from 1995 to 2019 to trace the conceptual evolution of 'decarbonization', 'low carbon development', and 'transition'. It clarifies definitions and policy implications for achieving net-zero CO2 emi…
Peer-reviewedConferenceIop Conference Series Earth and Environmental Science2023#Energy TransitionDOI
Enhancing airport environmental sustainability through net zero energy building principles
Pandiangan M.L.
This paper explores applying net zero energy building (NZEB) principles to airports to enhance environmental sustainability. It focuses on energy efficiency and renewable energy integration for decarbonizing airport facilities. Specific fin…
Peer-reviewed🇪🇺 EuropeJournalEnergy Reports2024#Energy TransitionDOI
Feedbacks in district heating systems and transition policies: A systems analysis of net-zero district heating transitions in Europe
Gürsan C.
This paper analyzes net-zero transitions in European district heating systems using systems thinking, highlighting feedback interactions between technology and policy. It offers insights into transition complexity and policy design.
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2024#Energy TransitionDOI
Comparing net zero pathways across the Atlantic A model inter-comparison exercise between the Energy Modeling Forum 37 and the European Climate and Energy Modeling Forum
Sarmiento L.
This paper conducts a model inter-comparison exercise between the US-based Energy Modeling Forum 37 and the European Climate and Energy Modeling Forum to compare net zero pathways. It analyzes how different model assumptions and structures …
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#Energy TransitionDOI
Introducing MEGO and PDC: Novel Indicators for Quantifying Market Rigidity and Cross-Border Price Divergence in Central European Electricity Markets
Marek Pavlík
This study introduces two novel indicators, MEGO and PDC, to quantify market rigidity and cross-border price divergence in Central European electricity markets under high renewable penetration. Using data from 2015 to mid-2026, it finds tha…
Peer-reviewedJournalEAAE Joint Publishings2026#Energy TransitionDOI
Circular Immersive Parametric Design Workflow for Innovative Materials
Patricia Njideka Kio
This study introduces a circular immersive parametric design (CIPaDe) workflow integrating BIM and VR for AEC education. It includes material selection, geometry exploration, and LCA using EC3 tool to minimize embodied carbon and energy. Re…
Peer-reviewed🌍 GlobalJournalGlobal Decarbonisation2026#Energy TransitionDOI
Modular Construction and Climate Change Mitigation: Lifecycle Carbon Impacts of Prefabricated Housing Systems
B. Moral, W. Idakwoji
This systematic review of 57 studies on prefabricated housing lifecycle carbon shows 10-45% embodied carbon savings in construction, with timber, high prefabrication, and short transport distances most effective; module reuse recovers up to…