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-reviewedJournalThe Asian Quarterly2026#Energy TransitionDOI
The India-Middle East-Europe Economic Corridor (IMEC): Implications for Global Trade, Energy Security, and India’s Strategic Positioning
Damaraju Pradeep Kumar
The India-Middle East-Europe Economic Corridor (IMEC), established via a 2023 G20 MoU, integrates rail-sea links, digital infrastructure, and cross-border energy grids. It bypasses chokepoints, cutting India-Europe transit by 40% and saving…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#Energy TransitionDOI
Research on Anthropogenic Energy Transition, Ecological Spatiotemporal Evolution and Environmental Engineering Regulation Mechanisms in the Context of the Anthropocene
Bifei Xu
This paper analyzes ecological imbalances caused by energy transition in the Anthropocene, summarizing two types: cumulative pollution risks from fossil energy and spatial disturbance from new energy construction. It reveals human-driven me…
Peer-reviewed🇨🇳 ChinaJournalGeoscience Data Journal2026#Energy TransitionDOI
Multi‐Scenario Carbon Peak Prediction for Aviation Logistics Based on an Extended <scp>STIRPAT</scp> Model: Empirical Analysis From Guangxi, China
Yongchuang Zhang, Q N Li, Gai Hang
This study integrates LMDI decomposition, an extended STIRPAT model, and scenario analysis to analyze historical drivers and forecast carbon emissions from aviation logistics in Guangxi, China through 2045. Results show that growth is mainl…
Peer-reviewed🇨🇳 ChinaJournalNature Communications2026#Energy TransitionDOI
Balancing energy, water, and ecology through renewable energy transitions in the Yellow River Basin
Chuandong Wu, Dawen Yang, Ximing Cai +6
This study evaluates a Hydropower–Photovoltaic–Wind–Pump renewable energy base (HPWP-base) in the Yellow River Basin, China. It could replace 23.8% of coal-fired electricity, reduce energy-related emissions by 28%, water consumption by 31.5…
Peer-reviewedJournalFuture Batteries2026#Energy TransitionDOI
A critical sustainability review of green carbon-based supercapacitors
Aditya Tripathi, Shikha Jha, Nabasmita Barman +1
This critical review examines the sustainability of green carbon-based supercapacitors, focusing on environmental impacts, material sourcing, and lifecycle analysis. It highlights challenges and opportunities for their application in energy…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research Letters2026#Energy TransitionDOI
Geographically differentiated strategies for limestone calcined clay cement (LC 3 ) deployment rapidly enable low-carbon cement globally
Lu Fan, Chunyuan Luo, Sabbie A. Miller +1
This paper develops a framework linking clay resource quality, processing strategies, and concrete strength demand to optimize deployment of limestone calcined clay cement (LC3). Using 79 concrete mixture datasets and Monte Carlo simulation…
Peer-reviewedJournalEnergy Conversion and Management X2026#Energy TransitionDOI
Bi-level low-carbon optimization of integrated electricity–gas–heat networks with EV-based power-to-gas systems
Amin Namvar, Javad Salehi
This paper proposes a bi-level low-carbon optimization model for integrated electricity-gas-heat networks incorporating EV-based power-to-gas (P2G) systems. The model aims to reduce carbon emissions while improving energy efficiency.
🌍 GlobalDatasetFigshare2026#Energy TransitionDOI
Data for publication: <b>Unprocessed UK Lithium Mining Waste as a Supplementary Cementitious Material for Low-Carbon Concrete</b>
Riccardo Maddalena, Mehdi Chougan
This dataset provides raw data from a study using unprocessed UK lithium mining waste as a supplementary cementitious material for low-carbon concrete. It includes data on strength, heat of hydration, resistivity, porosity, and water absorp…
Peer-reviewedJournalNext Energy2026#Energy TransitionDOI
Toward low-carbon biofuel systems: Scale-dependent sustainability of solvent-aided crystallization for biodiesel purification
Shafirah Samsuri, Wan Nur Aisyah Wan Osman, Usman Bello +2
This paper evaluates the scale-dependent sustainability of solvent-aided crystallization for biodiesel purification, contributing to the development of low-carbon biofuel systems.
Peer-reviewedJournalMetallurgical and Materials Transactions B2026#Energy TransitionDOI
Iron Ore Pelletization in Transition: A Critical Review of Raw Material Constraints, Technological Innovations, and Pathways Toward Low‑Carbon Steelmaking
Biswajit Mishra, Shaik Mahaboob Basha, Srinivas Dwarapudi +1
This critical review examines raw material constraints and technological innovations in iron ore pelletization, outlining pathways toward low-carbon steelmaking. It highlights alternative processes and hydrogen-based reduction as key decarb…
Peer-reviewed🇨🇳 ChinaJournalLow-carbon Materials and Green Construction2026#Energy TransitionDOI
Low-carbon concrete of the Pinglu Canal: key challenges and solutions
Jianzhuang Xiao, XJ Huang, Z L Chen +4
This paper analyzes key challenges and solutions for low-carbon concrete in the Pinglu Canal megaproject. It identifies engineering characteristics that increase emissions, proposes a multi-level framework integrating structural safety with…
Preprint🌍 GlobalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
The Trillion-Dollar Bottleneck: How Energy, Not Algorithms, Will Decide the Future of AI
Moiz Mansoor
This paper analyzes the structural energy crisis facing the AI industry, with hyperscaler capex exceeding $355 billion annually and data center electricity demand approaching 1,000 TWh by 2030. It reviews solutions from infrastructure (nucl…
Peer-reviewedJournalChemical Engineering Journal2026#Energy TransitionDOI
Sustainable methanol synthesis from biomass via chemical looping and CuCl thermochemical cycle
hadi khalaji, Ayat Gharehghani, Jabraeil Ahbabi Saray
This paper proposes a sustainable methanol synthesis process from biomass by integrating chemical looping and a CuCl thermochemical cycle. It analyzes technical feasibility and suggests potential CO2 emission reductions compared to conventi…
Peer-reviewed🌍 GlobalJournalWorld2026#Energy TransitionDOI
Power Sector Transformation: Nationally Determined Contributions Aligned Policy Analysis Using the PAK-TIMES Model
Danish Hameed, Kaleem Anwar Mir, Tanzeel ur Rashid +5
Using the PAK-TIMES model, this study evaluates energy efficiency and renewable energy policy scenarios for Pakistan's power sector from 2022 to 2050. Under BAU, energy demand surges from 3459 PJ to 7912 PJ; efficiency scenarios reduce supp…
Peer-reviewed🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
From Watermills to Smart Grids - How Digital Technologies and Collaborative Action Enable Decentralized Energy Systems
Klaus Neundlinger
This paper argues that the renewable energy transition must be understood as a socio-technical process, not just a technological challenge. Comparing historical water mills with a contemporary Austrian energy community case study, it shows …
Peer-reviewedJournalIconic Research and Engineering Journals2026#Energy TransitionDOI
Renewable Energy Technologies: A Review
E. B AttahDaniel, U. V. Elisha, E. A. Kamba +2
This review compares various renewable energy technologies (geothermal, hydropower, biomass, solar, wind, hybrid) in terms of technological progress and sustainability. It finds that cost reductions and innovation have accelerated deploymen…
Preprint🇺🇸 USAarXiv (Cornell University)2026#Energy TransitionDOI
AI adoption induces divergent net energy changes across economic sectors
Wei He, Daoping Wang, Hanqi Yan +2
This study quantifies the net operational energy changes from AI adoption across US economic sectors using a Monte Carlo supply-demand decomposition. Results show divergent impacts: commercial saves 0.22 Q, while industrial (+1.25 Q) and tr…
Peer-reviewedJournalEnergy Strategy Reviews2026#Energy TransitionDOI
Mind the gap: Building robust resilience metrics to foster the energy transition
Andrea Gatto, Cosimo Magazzino
This paper discusses the construction of robust resilience metrics to foster the energy transition. It identifies gaps in existing metrics and proposes a new framework to support grid resilience and renewable integration.
Preprint🌍 GlobalSSRN2026#Energy Transition
Energy Transition and Energy Self-Determination under the Paris Agreement
Alexander Zahar
This chapter defines energy transition under the Paris Agreement and reviews countries' reporting and emission data. Progress is limited to a few European states, reflecting weak commitment due to self-determination principle.
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Energy system data collection and validation for pilot areas of PLANtoACT project
Shkirman, Kseniia, Fraboni, Riccardo, Pezzutto, Simon +2
This repository presents energy system data collection and validation for five pilot regions and fifteen cities/municipalities in the PLANtoACT project, funded by the EU LIFE Programme. It compares locally collected data with publicly avail…