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🇪🇺 EuropeZenodo2026#Energy TransitionDOI
PyPSA/linopy: v0.9.0
Fabian Hofmann, Felix, Lukas Trippe +25
PyPSA/linopy v0.9.0 is an update to a linear programming library for energy system optimization, featuring performance improvements, bug fixes, and a new stateful solver API, enhancing computational efficiency for large-scale energy models.
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
D5.6 - Best practice guidelines for battery manufacturing (a)
Mendoza, Gemma, Cerrillo Redondo, Cristina, Ormazabal Lopez, Guillermo +1
This deliverable provides guidance on integrating ecological standards early into battery machinery design in Europe. It reviews key regulations (ESPR, Battery Regulation, NZIA, CRMA) and the Safe and Sustainable by Design (SSbD) framework,…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
PAY-AS-YOU-GO FINTECH MODELS FOR CLEAN ENERGY ADOPTION
Mrs. A. Lalitha, Mohammad Shah Alam Chowdhury, Mohammad Mehedi Hasan
This conceptual paper examines Pay-As-You-Go (PAYG) FinTech models that enable clean energy access for low-income households through small, periodic payments. It highlights how digital payments and smart metering reduce financial barriers, …
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Replication package for "Who benefits from the jobs created by the energy transition?"
Moyano-Reina, María
Replication package for a study on who benefits from energy transition jobs. Includes R code and macroeconomic inputs to ensure reproducibility of results.
Peer-reviewed🇪🇺 EuropeJournalnpj Climate Action2026#Energy TransitionDOI
An across and within country analysis of who bears the costs of EU decarbonisation
Eva Alonso-Epelde, Xaquín García-Muros, Jon Sampedro +3
This paper analyzes the distribution of costs from EU decarbonization policies across and within countries. It quantifies the burden disparities among regions and income groups, contributing to policy fairness assessments.
Peer-reviewedJournalEnergy Research & Social Science2026#Energy TransitionDOI
From industrialization to industrial decarbonization: Divergent steel decarbonization pathways in South Korea and Germany
Soyoung Oh
This study compares steel decarbonization pathways in South Korea and Germany, analyzing how differences in industrial structure and policy lead to divergent strategies such as hydrogen-based reduction and carbon capture. The findings offer…
Peer-reviewed🇪🇺 EuropeJournalSustainability Switzerland2026#Energy TransitionDOI
Policy Misalignment and Systemic Barriers to Sustainable Aviation Fuel Deployment in Europe: An MLP-Informed Stakeholder Analysis
Breen M.
This paper analyzes policy misalignment and systemic barriers to sustainable aviation fuel (SAF) deployment in Europe, employing a Multi-Level Perspective (MLP) informed stakeholder analysis. It identifies that lack of policy coherence and …
Peer-reviewedJournalEnergy for Sustainable Development2026#Energy TransitionDOI
From framework laws to implementable transition: Policy sequencing for green energy reform in Turkmenistan
D'Amore F.
This paper examines the policy sequencing approach for green energy reform in Turkmenistan, focusing on the transition from framework laws to implementable steps. It provides insights into designing effective energy transition policies in d…
Peer-reviewedJournalMineral Economics2026#Energy TransitionDOI
What attracts critical minerals processing? investment conditions beyond the mine
Vivoda V.
This paper analyzes the conditions attracting investment in critical minerals processing, beyond mining. It focuses on policy and economic factors outside the mine, examining how to strengthen supply chains for clean energy technologies.
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2019#Energy TransitionDOI
Four low-carbon futures for a Swedish society beyond GDP growth
Fauré E.
This paper presents four low-carbon scenarios for Sweden that go beyond GDP growth, exploring the possibility of reconciling degrowth economies with climate targets.
Peer-reviewedJournalZhournal Novoi Ekonomicheskoi Associacii Journal of the New Economic Association2022#Energy TransitionDOI
Scenarios of transformation: Decarbonization of the Russian economy
Salikhov M.R.
This paper presents scenarios for decarbonizing the Russian economy, exploring the possibilities and challenges of energy transition.
Peer-reviewed🌍 GlobalJournalWaste Management2026#Energy TransitionDOI
Valorization of recycled paper mill sludge via mass-energy integration for sustainable onsite power generation: A case study.
P. Racho, Boonsita Nammana, N. Tantemsapya +3
This paper evaluates sludge-to-energy pathways in a Thai recycled paper mill over a year. Three options (RDF, anaerobic digestion, hybrid cascade) are compared with techno-economic analysis over 20 years. Results show that APCS costs and el…
Peer-reviewedCNJournalScientific Reports2026#Energy TransitionDOI
Carbon peaking pathways for topographic-constrained megacities: multi-scenario simulations and regional comparisons based on Chongqing
Lijun Liang, Mengze Ma, Jianglin Feng
This study addresses carbon peaking pathways in topographically constrained inland Chinese cities, using Chongqing as a case. Using an extended STIRPAT model and ridge regression, it identifies population, industrial structure, and energy m…
Peer-reviewedJournalarXiv.org2026#Energy TransitionDOI
Should Small-Scale Data Centers Participate in the Day-Ahead Electricity Market?
E. Figini, Mario Paolone
This paper proposes a framework for small-scale data centers to participate in the day-ahead electricity market with a carbon-aware, risk-averse bidding strategy that leverages flexibility from local energy resources, waste heat recovery, a…
Peer-reviewedJournalInternational Journal of Economics and Management Research2026#Energy TransitionDOI
Merit Order as a Generation Portfolio Optimization Mechanism in PLN and PLN Nusantara Power
Akhmad Rifkyansyah, Rahmat Setiawan
This study analyzes the role of the merit order in PLN and PLN Nusantara Power, linking operational efficiency, Power Purchase Agreement (PJBTL) structure, and digital transformation. Using a systematic literature review, it finds that the …
Peer-reviewedJournalScientific Reports2026#Energy TransitionDOI
An adaptive modified Newton–Raphson-based optimizer for efficient optimal power flow performance under multiple operating conditions
Ali S. Aljumah, Mohammed H. Alqahtani, A. Shaheen +1
This paper proposes a Modified Newton-Raphson-Based Optimizer for optimal power flow with renewable photovoltaic sources. It adds adaptive crossover and sigmoid decay, tested on IEEE 30-bus system. Includes probabilistic OPF with solar unce…
🇪🇺 Europe2026#Energy Transition
When and How Should a Power Trader Engage in Arbitrage? Predict, then Contextually Optimize
Yannick Heiser, J. Kazempour, F. Pourahmadi
This paper proposes a predict-then-contextual-optimize framework for a power trader to engage in arbitrage between day-ahead and balancing electricity markets. It uses a probabilistic classifier to decide when to deviate from the power fore…
Peer-reviewedJournalMiddle East Policy2026#Energy TransitionDOI
GCC‐Asia Pacific Energy Nexus: Navigating Shifts in Demand and Geopolitics
Umud Shokri
Amid the 2026 Iran War, the energy relationship between the GCC and Asia-Pacific is becoming dual-track: hydrocarbon interdependence persists while cooperation grows in renewables, hydrogen, ammonia, and transition finance. Using project-le…
Peer-reviewedCNJournalBuilding Engineering2026#Energy TransitionDOI
A biocultural pathway to carbon-negative schools: A neurocognitive-validated framework integrating heritage preservation and energy innovation
Yue Lyu
This study proposes a neurocognitive-cultural entropy framework (LSF) to reconcile deep decarbonization with biocultural heritage preservation. By robotically replicating Ming-era masonry, it achieves minimal cultural entropy deviation (ΔH=…
Peer-reviewed🇪🇺 EuropeJournalarXiv.org2026#Energy TransitionDOI
Assessing the Performance-Efficiency Trade-off of Foundation Models in Probabilistic Electricity Price Forecasting
Jan Niklas Lettner, Hadeer El Ashhab, V. Hagenmeyer +1
This paper compares task-specific ML models (NHITS+QRA, Normalizing Flow) with Time Series Foundation Models (Moirai, ChronosX) for day-ahead probabilistic electricity price forecasting in European bidding zones. TSFMs outperform in CRPS an…