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
Scaling energy system integration via a three-level Living Lab pathway
Groen, Jort, Peekel, Arno, Yap, Min Hui
The EU REFORMERS project advances Renewable Energy Valleys (REVs) integrating renewables, storage, and hydrogen via digital twins. A three-level living lab pathway scales solutions from controlled testing (The Green Village) to system demon…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: China's export reversal"
Chen, Yang
This repository provides analysis code, processed data and figures for a paper showing China's shift from pollution haven to decarbonisation supplier. It combines GLORIA v060 MR-SUT embodied-emission accounting (1990-2024), MEIC v2 pollutan…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Hybrid and All-Electric Civil and Military Ships: From Maritime Decarbonisation Drivers to Integrated Energy System Architectures
Jorge do Vale, João F. P. Fernandes, Mário Monteiro Marques +1
This review examines hybrid and all-electric ship (AES) integrated onboard energy systems amid tightening maritime decarbonisation rules and energy-security concerns. It surveys international, EU and Portuguese policies, the shift from mech…
Peer-reviewedJournalChina Offshore Oil and Gas2025#Energy TransitionDOI
Gas production prediction model for fractured horizontal wells in deep coalbed methane reservoirs
Jia Y.
This study presents a model for predicting gas production from fractured horizontal wells in deep coalbed methane (CBM) reservoirs. CBM sits at the intersection of fossil gas extraction and coal-mine methane recovery, a niche decarbonizatio…
Peer-reviewedJournalChemical Engineering Transactions2025#Energy TransitionDOI
Optimization Model for Progressive Industrial Decarbonization
Aviso K.B.
This paper proposes an optimization model for progressive industrial decarbonization, likely framing investment timing and technology sequencing as a mathematical optimization problem. Without an abstract, the target sectors, methods, and q…
ReportComputer Aided Chemical Engineering2023#Energy TransitionDOI
Designing roadmaps for transitioning to value chains with net-zero emissions: Case of the chemical industry
Sen A.
This study examines how to design roadmaps for transitioning to net-zero emission value chains, using the chemical industry as a case. It focuses on pathway design and supply-chain-wide decarbonization, offering a framework for firms planni…
Peer-reviewed🇪🇺 EuropeJournalNature Communications2025#Energy TransitionDOI
From net-zero to zero-fossil in transforming the EU energy system
Schreyer F.
This paper argues for shifting the EU energy transition framing from 'net-zero' to 'zero-fossil', critiquing net-zero pathways that may rely on residual fossil fuels or offsets. It discusses the implications for EU energy system transformat…
Peer-reviewed🇪🇺 EuropeJournalIEEE Access2026#Energy TransitionDOI
Deep Learning for Cross-Border Electricity Price Forecasting: A Comparative Study
Hadeer El Ashhab, Sai Srijan Papineni, M. Dorn +2
This study comparatively evaluates six deep learning models (state-space, MLP, RNN, Transformer-based) for electricity price forecasting across multiple market settings, establishing a reproducible benchmark framework. Using zero-shot, one-…
Peer-reviewedJournalThermophysics and Thermal Power Engineering2026#Energy TransitionDOI
ANALYSIS OF BIOFUEL ROLE IN DECARBONIZATION OF TRANSPORT AND ACHIEVING CLIMATE NEUTRALITY
T. Zheliezna
This paper examines how Ukraine can decarbonize its transport sector by scaling up liquid and gaseous biofuels, drawing on EU Green Deal experience. It finds second-generation biofuels cut GHG emissions by 80-90% versus petroleum fuels, and…
CNConference2026 5th International Conference on Smart Grid and Energy Systems (SGES)2026#Energy TransitionDOI
A MILP-Based Joint Dispatch Optimization Model for Nuclear-Wind-Storage Power Systems
Rui Huang, Lei Yao
This paper proposes a MILP model for joint dispatch optimization of nuclear, wind, and storage under China's carbon neutrality goals. Nuclear operation is modeled with three discrete power states, and green certificate revenues, load-follow…
Conference2026 14th International Conference on Smart Grid (icSmartGrid)2026#Energy TransitionDOI
The Effect of Renewable Energy Penetration on Supply Security Risk and Carbon Emissions: A Comparative Two-Scenario Model
Mehmet Rida Tur, Halil İbrahim Bülbül
A two-scenario model compares 70% vs 30% renewable generation at 100 TWh annual demand. The high-renewable case cuts emissions from 47.05 to 22.45 MtCO2e/yr but raises a supply-security risk index from 17.44 to 48.69. The authors argue deca…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#Energy TransitionDOI
Network identification and key influencing factor analysis of low-carbon economy synergy efficiency in Chinese cities: an interpretable machine learning approach
Mengkun Xing, Yundi Liu, Qiang Wang
Using a super-efficiency SBM model, a modified gravity model, and social network analysis, this study measures low-carbon economy synergy efficiency across 271 Chinese prefecture-level cities (2008–2022) and maps their spatial association n…
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Energy TransitionDOI
From policy-related proxy indicators to scenario space optimization: Carbon-neutrality-oriented emission reduction pathways for the building sector in Shaanxi Province, China
Fuming Lei, Liuhui Meng, Zengfeng Yan +3
This study develops an integrated framework combining policy-related proxy indicators, Ridge–STIRPAT estimation, feasible scenario-space construction, sensitivity analysis, and stage-wise interval-constrained optimization for the building s…
🇪🇺 EuropeJournal2026#Energy TransitionDOI
Sustainable Corporate Practices in Climate Action
Sharizal Ahmad Sobri, Raunak Bishwa Lohar, Waqas Umerdraz +4
This chapter examines sustainable corporate practices in the UK's net-zero transition across energy, manufacturing, and service sectors. Using the EN-ROADS simulator and statistical analysis, it quantifies sectoral emission reductions, rene…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Energy TransitionDOI
Oil price uncertainty exchange rate vulnerability and energy dependence in major Asian economies with implications for sustainability transitions
Tahmina Akther Mim, Filipa Martinho, João Rodrigues dos Santos
Using Granger causality, DCCA and wavelet coherence for 2008–2023, this study examines how oil price uncertainty drives exchange-rate vulnerability in five Asian oil importers (China, India, Japan, South Korea, Thailand). Energy dependence …
PreprintResearch Square2026#Energy TransitionDOI
SMARTEN v2.0: A Scalable Framework for Multiscale Energy Forecasting in Interconnected Buildings Toward Smarter Grid Management
FAKRA DAH, RANDRIANTSOA ANA, ANDRIAMANDROSO MN +2
This paper presents a forecasting approach integrated into SMARTEN v2, a computational platform for multiscale supervision of hybrid energy systems. It jointly forecasts renewable production and electricity consumption across building, dist…
PreprintCNZenodo2026#Energy TransitionDOI
MATLAB Code for Reliability-Oriented Power System Planning in China
Fan, Wei
A MATLAB code repository for reliability-oriented power system planning in China, comprising an integrated planning/operation model (RIPOM), a reliability assessment dispatch model (RADM), and a unit-level retirement model (ULRM). Solved vi…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Powering the Environmentally Sound Transition: Environmental Impact of Five Net-Zero Technologies. ETC HE Report 2025/17
Barre, Francis, Pastor-Vallés, Elisa, Ebrahimi, Babak +1
This study applies life cycle assessment to five net-zero technologies: wind, solar, batteries, hydrogen, and carbon capture. Wind and solar PV show lower per-kWh impacts than the European grid mix, while batteries benefit from higher effic…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
networked-geothermal-dynamic-lca: time-explicit, prospective and dynamic LCA of a geothermal energy network
Ghandi, Mahsa, Varela, Isabel, Hajian, Rozhin +1
This paper releases code, configuration, result tables, QA output and figures for a time-explicit, prospective and dynamic LCA comparing a geothermal energy network (GEN) with the distributed gas-and-oil system it replaces (REF) on an ident…
Peer-reviewed🌍 GlobalJournalEvergreen2024#Energy TransitionDOI
Optimizing Electricity Supply for Jawa-Madura-Bali: Scenarios for Achieving Net Zero Emissions
Dwijatmiko A.
A study modeling electricity supply scenarios for Indonesia's Jawa-Madura-Bali (JAMALI) grid to reach net zero emissions. It optimizes generation mix pathways and draws policy implications for decarbonizing a major emerging-economy power sy…