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🇪🇺 EuropeJournaleceee Summer Study proceedings2026#Energy TransitionDOI
What transformer early‑replacement models teach us: functional and communicative design principles for impact‑assessment tools
Robin Barkhausen, Jana Hack
Early replacement of inefficient transformers can save energy in the European transition, but impacts depend on local conditions. This paper reviews seven existing assessment tools using functional and multimodal design criteria, identifyin…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Scaling down to scale up: Design of high-temperature CO2 co-electrolysis supply chains for syngas and sustainable aviation fuels
Wiltink, Thijmen
This dissertation evaluates the supply chain for high-temperature CO2 co-electrolysis in Europe from 2025 to 2050 using a spatially explicit optimization model. Results show that co-locating electrolyzers with syngas demand is optimal, and …
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Position paper - Enabling Europe's Circular Battery Value Chain
Gregorio, Rose
Europe's climate neutrality and industrial competitiveness depend on a circular battery value chain. Building on the EU Batteries Regulation and Ecodesign rules, this paper analyzes implementation gaps in reverse logistics, repurposing, and…
PreprintZenodo2026#Energy TransitionDOI
Reproducibility package for "Forecast-to-control value of operational weather information in export-capped utility-scale photovoltaic–battery dispatch"
Jendeya, Ahmed
This package provides reproducibility materials for a study on the value of operational weather forecasts in optimizing utility-scale PV-battery dispatch under export limits. It includes forecasting, MPC, robustness, and sensitivity scripts…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Communication, Dissemination & Exploitation Plan for the Aviation Zero Project 2050 Project (AZERO)
MARTIN-DOMINGO, Luis
This plan outlines the dissemination strategy for the AZERO project, which evaluates airline net-zero commitments aligned with the EU Green Deal. It details open access policies, milestones, and DOI-verified outputs to ensure impact across …
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset on Urban CO₂ and CH₄ Emissions Scenarios, Temperature Outcomes, and Overshoot Integral
KILKIS, Siir, Riahi, Keywan, Nicholls, Zebedee +2
This dataset integrates urban CO₂ and CH₄ emission scenarios with temperature outcomes, covering 2 baselines and 7 mitigation pathways under 5 scenario groups and 2 sensitivity cases. It includes global GHG emissions and surface temperature…
DatasetZenodo2026#Energy TransitionDOI
Datasets for the publication " Land governance redistributes environmental and social pressures in Brazil's energy transition"
Conde Santos Borba, Paula
This dataset accompanies a study on Brazil's net-zero energy transition, using a spatially explicit land availability assessment and a sector-coupled energy system model (Calliope) to analyze how land-use restrictions and governance criteri…
DatasetZenodo2026#Energy TransitionDOI
Datasets for the publication " Climate mitigation and adaptation in long-term energy planning: implications for Brazil's energy transition"
Conde Santos Borba, Paula
This dataset contains Calliope model outputs for analyzing climate change impacts and adaptation in Brazil's net-zero energy transition. It includes six scenarios combining land-use constraints and climate pathways (baseline, SSP2-4.5, SSP5…
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 emissions embodied i…
Preprint🇪🇺 Europe2026#Energy TransitionDOI
The Impact of Decarbonization of the Economy on the Development of Preparatory Roadway Excavations in Polish Mines
Andrzej Chmiela, Beata Barszczowska, Olena Trokhymets +1
This paper analyzes the impact of decarbonization on Poland's hard coal mining, the EU's largest producer. Amid declining demand, the sector must supply coal during a transition period to stabilize the grid. It statistically examines prepar…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Data-Driven Optimisation of Refinery Energy Systems: Exploring Flexibility and Integrated Decarbonisation Options with PyPSA
Francesco Ghionda, Diego Viesi, Edoardo Gino Macchi +3
This study proposes a data-driven optimization framework using PyPSA to evaluate refinery energy systems, integrating operational flexibility and decarbonization technologies. The model achieves up to 7.2% annual emissions reduction (around…
Peer-reviewedJournalManagement International Review2026#Energy TransitionDOI
The Role of Advanced Technologies in Corporate Decarbonization: A Problematizing Review and Comparative Research Agenda
Heidy Montero-Teran, Rudolf R. Sinkovics, Olli Kuivalainen
This review critically examines assumptions in research on advanced technologies for corporate decarbonization, highlighting how national institutional contexts shape technology effectiveness. Using a problematizing review of 64 articles, i…
Peer-reviewedCNJournalEnvironment, Development and Sustainability2026#Energy TransitionDOI
China’s power sector decarbonization: path optimization based on synergistic environmental regulation policies
Wei Shi, Luyao Zhang, Fuwei Qiao +4
This paper explores optimizing China's power sector decarbonization pathways by considering synergistic environmental regulation policies. It analyzes how policy coordination affects emission reductions and economic efficiency, offering ins…
Peer-reviewedJournalChemical Engineering Science2026#Energy TransitionDOI
Multi-period interval optimization of a renewable steam-methanol system for uncertainty-aware industrial decarbonization
Jian Long, Junsheng Zhao, Yuandian Lin +2
This paper proposes a multi-period interval optimization framework for a renewable steam-methanol system, enabling uncertainty-aware decision-making for industrial decarbonization. It addresses variability in renewable energy to achieve rob…
Peer-reviewedJournalJournal of Cleaner Production2024#Energy TransitionDOI
Multi-objective optimization of airline fuel loading problem considering sustainable aviation fuel and book-and-claim
Uy J.G.
This paper addresses a multi-objective optimization problem for airline fuel loading, incorporating sustainable aviation fuel (SAF) and book-and-claim mechanisms. It models trade-offs between fuel cost and emission reductions, aiming to sup…
Peer-reviewedJournalJournal of Cleaner Production2017#Energy TransitionDOI
A bibliometric review: Energy consumption and greenhouse gas emissions in the residential sector
Geng Y.
This bibliometric review analyzes research trends on energy consumption and greenhouse gas emissions in the residential sector, identifying key themes and future research directions for decarbonizing housing.
Peer-reviewedJournalChemical Engineering Transactions2022#Energy TransitionDOI
A Graphical Technique for Net-Zero Emissions Planning Based on Marginal Abatement Cost (MAC) Curves
Migo-Sumagang M.V.
This paper proposes a graphical technique for net-zero emissions planning based on marginal abatement cost (MAC) curves. MAC curves are a common tool for comparing the cost-effectiveness of different abatement options, and this method integ…
Peer-reviewedJournalClean Technologies and Environmental Policy2024#Energy TransitionDOI
Multi-period automated targeting and optimisation for net zero
Migo-Sumagang M.V.
This paper proposes a multi-period automated targeting and optimisation approach for achieving net zero goals. It provides a methodology for efficiently planning emission reduction pathways in energy systems and industrial processes, applic…
Peer-reviewedJournalNature2024#Energy TransitionDOI
Country-specific net-zero strategies of the pulp and paper industry
Dai M.
This paper compares country-specific net-zero strategies in the pulp and paper industry, highlighting differences in policy and technology pathways and offering insights for decarbonization.
Peer-reviewed🌍 GlobalJournalBincang Sains dan Teknologi2026#Energy TransitionDOI
Decarbonization in Maritime Technology
Ayuba John Buba, Isaac John Ibanga
This scoping review (2020-2025) examines maritime decarbonization as a socio-technical transition, analyzing alternative fuels, energy efficiency, electrification, and digital optimization. It highlights trade-offs between technological mat…