GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
🌍 Global📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Energy TransitionDOI
Driving environmental sustainability: exploring the role of energy transition, digitalization, globalization, and industrial structure in carbon emission efficiency
Hawazen Almugren, Abida Hafeez, Ahmed A. Mashaal +1
This study analyzes determinants of carbon emission efficiency (CEE) for 170 countries from 2002-2021. Digitalization and energy transition significantly improve CEE, while industrial structure and globalization have negative impacts. A U-s…
🌍 GlobalPreprintEarthArXiv2026#AI × ESGDOI
Analysis of the potential of NLP techniques to identify climate change themes in Canadian social media textual content
Shabanpour, Negar, Roche, Stephane, Mellouli, Sehl
This study uses BERTopic to analyze Canadian Reddit posts on individual climate actions, identifying four behavioral domains: energy, transportation, diet, and consumption. Different model configurations provide complementary insights, offe…
🇺🇸 USADatasetZenodo2026#Carbon AccountingDOI
Cation trapping by biochar reduces carbon removal efficiency
Ahmed, Ayesha, Suhrhoff, Tim Jesper, Reinhard, Chris +1
This study identifies an inefficiency in biochar-based carbon dioxide removal (CDR): biochar inherently traps cations and nitrogen, reducing their release to soil water systems. This leads to a CDR inefficiency ranging from 0% to ~40%. The …
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Marine fuel choices and related life-cycle environmental impacts under global shipping policies
1 CUBE
This study uses a global energy system model to assess energy transitions in shipping under different policies. A postponed IMO net-zero framework could increase biofuel use to 40% by 2040 but may miss net-zero targets, while a combined lev…
🇪🇺 EuropePreprintZenodo2026#Renewable EnergyDOI
Exiobase HYBRID | PV supply-chain version
Lorenzo Rinaldi
This repository provides code and data for a photovoltaic supply-chain extension of the hybrid-units EXIOBASE database. It assesses the environmental and socio-economic implications of solar PV reshoring under the EU Net Zero Industry Act, …
📚 Peer-reviewed · JournalInternational Research Journal of Modernization in Engineering Technology and Science2026#OtherDOI
Carbon Purification Model Using Activated Carbon, Cotton, Limewater, Arduino Uno and MQ135 Gas Sensor
(著者不明)
This paper presents a low-cost Carbon Purification Model (CPM) using activated carbon, cotton, and limewater with an Arduino-based MQ135 gas sensor for real-time air quality monitoring. Experiments showed a 62.5% reduction in pollution (fro…
📚 Peer-reviewed · JournalAnnals of Civil and Environmental Engineering2026#OtherDOI
Carbon Nanotubes: Environment Application and Properties
Feza Geyikçi
This review critically assesses carbon nanotubes (CNTs) for environmental applications including sorbents, filtration, high-flux membranes, antimicrobial agents, environmental sensors, renewable energy technologies, and pollution prevention…
🌍 Global📚 Peer-reviewed · JournalCarbon Management2026#Carbon AccountingDOI
Assessing avoided carbon impacts: introducing the potential avoidance of carbon emissions through research (PACER) framework
Bryony M. Bowman, Sharon Henson, Kathryn North +1
This paper introduces the PACER (Potential Avoidance of Carbon Emissions through Research) framework to assess the future carbon avoidance potential of research projects. It addresses the gap in current carbon calculation tools that cannot …
📚 Peer-reviewed · Journal2026#CCUSDOI
Three-Dimensional Interconnected Silver Nanowire Arrays for Efficient and Selective Electroreduction of Carbon Dioxide to Carbon Monoxide
Pengxiang Wang, Lei Wang, Haibin Tang +6
This study fabricates a 3D interconnected silver nanowire array self-supporting membrane using a 3D anodic aluminum oxide template. It achieves a maximum Faradaic efficiency of 97.28% for CO and a high current density of 59.06 mA cm⁻² in an…
📚 Peer-reviewed · Journal2026#OtherDOI
Volumetric printing of carbon-based architectures
Jérémy Druon, Quentin Bauerlin, Camélia Matei Ghimbeu +1
This paper presents a novel strategy for printing carbon-based architectures without layers using volumetric additive manufacturing, enabling high-resolution structures to be printed in seconds without supports. This paves the way for rapid…
🇪🇺 Europe📚 Peer-reviewed · JournalNature Sustainability2026#CCUSDOI
Uniting forces for green carbon chemicals
Peter McNeice, Andreas J. Vorholt
This paper advocates for uniting efforts to produce green carbon chemicals using CO2 from renewable sources, aiming to contribute to decarbonization. Specific findings are not available from the abstract, but the concept supports circular c…
📚 Peer-reviewed · JournalJournal of Banking & Finance2026#Carbon PricingDOI
Non-standard errors in carbon premia
Tobias Bauckloh, Victor Beyer
This paper focuses on non-standard errors in the estimation of carbon premia, likely addressing measurement issues in carbon pricing and their implications for financial markets. The absence of an abstract limits precise understanding.
🇨🇳 China📚 Peer-reviewed · JournalJournal of Colloid and Interface Science2026#CCUSDOI
Nitrogen-doped carbon nanotubes for regulating nickel nanoparticles towards efficient electrochemical carbon dioxide reduction
Yifan Liu (219681), Zezhi Liu, Yitian Zhou +2
This paper reports a method using nitrogen-doped carbon nanotubes to regulate nickel nanoparticles for efficient electrochemical CO2 reduction, contributing to carbon utilization technology.
📚 Peer-reviewed · JournalInternational Journal for Research in Applied Science and Engineering Technology2026#Carbon AccountingDOI
Carbon Footprint EcoSync: Smart IoT-Based Carbon Footprint Monitoring and Sustainable Energy Management System
Prof. N. D. Gaikwad
This paper presents Carbon Footprint EcoSync, a low-cost IoT-based monitoring system for households and small offices in India. It uses an ESP32 microcontroller with voltage, current, and air quality sensors to track electricity consumption…
📚 Peer-reviewed · JournalChemical Engineering Journal2026#Energy TransitionDOI
Precision instantaneous heating-driven carbon reconfiguration to boost plateau capacity of hard carbon for sodium storage
Zhenjuan Zang, Yue Wang (65477), Tian Luo +2
This study proposes a method to reconfigure the carbon structure of hard carbon via instantaneous heating, boosting plateau capacity for sodium-ion batteries. It demonstrates potential for improving energy storage performance from a materia…
🌍 GlobalDatasetMendeley Data2026#Carbon PricingDOI
Carbon-Market Fragmentation after Brexit
Wei-Ta Fang
Brexit led to a divergence in UK and EU carbon prices, with a UK discount of ~€23/tCO₂ in 2023. Using this natural experiment, we examine green patenting in CBAM-exposed sectors (steel, cement, aluminium, fertiliser, hydrogen). While severa…
📚 Peer-reviewed · JournalApplied Energy2026#AI × ESGDOI
Carbon-conformal manufacturing: Conformal prediction-guided carbon emission optimization in paper-mill energy systems
Gihun Gil, Minu Baek, Jio Yoo +5
Proposes a conformal prediction-guided approach to optimize carbon emissions in paper-mill energy systems, balancing emission reduction with cost efficiency while quantifying uncertainty.
🌍 Global📚 Peer-reviewed · JournalCorporate Social Responsibility and Environmental Management2026#ESGDOI
Carbon Leadership and <scp>ESG</scp> Integration: A Bibliometric Review and Conceptual Framework for Carbon Sequestration Performance
Meha Joshi, Avika Joshi
This study conducts a bibliometric review and systematic literature analysis on carbon leadership and ESG integration, proposing a conceptual model where transformational leadership drives ESG integration to enhance carbon sequestration per…
CN📚 Peer-reviewed · Journal2026#Carbon AccountingDOI
The transformation path of energy and power systems and carbon emission prediction models under the dual carbon goals
Yan Li, Xin Zhao, Wanlei Xue +1
This paper designs a low-carbon transformation path for energy systems under China's dual carbon goals, integrating source-grid-load-storage coordination and multi-time-scale technology evolution. It develops the SNES carbon emission predic…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Physics Conference Series2026#Carbon AccountingDOI
Research on carbon emission accounting and near-zero Carbon transition pathways for steel industrial parks
Ao Yu, Qiguo Zang, Jiuliang Liu +2
This paper develops a process-energy-flow-based carbon emission accounting system for steel industrial parks, categorizing sources into fuel combustion, industrial processes, purchased electricity and heat, and carbon-sequestering products.…