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.
🌍 GlobalPreprintResearch Square2026#Carbon PricingDOI
Beyond Linear Models: Evaluating Tree-Based, Instance-Based, and Deep Learning Methods for Carbon Market Forecasting
Nadirgil O
This paper presents a comprehensive multi-model benchmarking study for carbon price forecasting, using 28 diverse drivers and comparing deep learning, instance-based, and tree-based models on the same dataset. Coal price is identified as th…
🇺🇸 USAPreprintZenodo2026#Renewable EnergyDOI
Structural Health Monitoring of Offshore Energy Deployments with Robotics and Deep Learning
Khan, Saffeer, Nakka, Sassi, Silknitter, Jacob +1
This paper proposes an innovative Structural Health Monitoring system that integrates an off-the-shelf ROV with deep learning (YOLOv5) to detect defects in offshore renewable energy installations. The system achieves 87% improvement in dete…
🇺🇸 USAPreprintZenodo2026#Renewable EnergyDOI
Design of a Linear Permanent Magnet Generator Based Wave Energy Device
Kersh, Ada, Silknitter, Jacob, Hultberg, Patrick +1
This paper proposes a point-absorber wave energy converter (WEC) with a direct-drive linear permanent magnet generator (LPMG) power take-off (PTO) system. Simulations based on wave data achieve 33 kW rated power per buoy (822.8 V), feeding …
🌍 Global📚 Peer-reviewed · JournalEnergy2026#EV & TransportDOI
The impact of solid-state batteries in electric vehicles and the energy transition on greenhouse gas emissions of batteries from the life cycle perspective
Jianwen Chu, Huiquan Li, Qiang Li
This paper analyzes the impact of solid-state batteries in electric vehicles and the energy transition on greenhouse gas emissions from a life cycle perspective. Solid-state batteries offer higher energy density and safety but may have high…
🌍 Global📚 Peer-reviewed · Conference2025 25th Conference of the Electric Power Supply Industry Cepsi 20252025#CCUSDOI
Analysis of the Development of the CCUS against the Background of the Low-carbon Transformation of Coal-fired Power Generation
Nan L.
This paper analyzes the development of CCUS technology in the context of low-carbon transformation of coal-fired power generation. It examines technological progress, policy support, and economic viability, highlighting opportunities and ch…
CN📚 Peer-reviewed · JournalJournal of Environmental Management2023#Carbon PricingDOI
Emission reductions, industrial competitiveness, and spillover effects under China's regional emission trading systems: Evidence from the iron and steel sector
Quan Y.
This study analyzes the impact of China's regional emissions trading systems (ETS) on the iron and steel sector, examining emission reductions, industrial competitiveness, and spillover effects, providing empirical evidence on policy effect…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Policy2006#Carbon PricingDOI
Policy-making under uncertainty: Commentary upon the European Union Emissions Trading Scheme
Haar L.N.
This commentary discusses policy uncertainty in the EU Emissions Trading System (EU ETS), highlighting design challenges and decision-making complexities, and considers future improvements.
🌍 Global📚 Peer-reviewed · JournalJournal of Cleaner Production2013#Carbon PricingDOI
Emission trading schemes - Avenues for unified accounting practices
Uddin N.
This paper explores avenues for unifying accounting practices across different emission trading schemes (ETS). It focuses on standardizing corporate carbon accounting and disclosure, proposing measures to enhance international consistency.
🌍 Global📚 Peer-reviewed · ConferenceSociety of Petroleum Engineers SPE International Health Safety Environment and Sustainability Conference and Exhibition Hse 20242024#Energy TransitionDOI
Decarbonization Technologies Screening for Enabling Net Zero in Onshore Oil and Gas Operations
Ravishankar K.R.
This paper presents a screening methodology for decarbonization technologies in onshore oil and gas operations to achieve net zero. It evaluates technology effectiveness and costs to prioritize implementation.
🌍 Global📚 Peer-reviewed · JournalBulletin of Social Studies and Community Development2026#Transition FinanceDOI
Green Central Banking, Sustainable Finance, and Monetary Policy in Emerging Economies: Policy Lessons from a Systematic Review
Muhammad Putra Aprullah, M. Arfan, Yossi Diantimala +3
This systematic review of 85 articles examines how central banks in emerging economies integrate climate risks into monetary policy and sustainable finance. It identifies five patterns: broadening policy focus, integrating physical and tran…
🌍 Global📚 Peer-reviewed · JournalKarsa: The journal of Social and Islamic Culture2026#GreenwashingDOI
Unraveling Green Extractivism: The Case of Nickel Downstreaming in the Indonesia Morowali Industrial Park
Bintang Corvi Diphda, Reza Triarda
This paper analyzes the nickel downstreaming policy in Indonesia's Morowali Industrial Park (IMIP) through the lens of green extractivism. It shows how climate crisis and energy transition narratives, along with sustainability claims (ESG, …
🇨🇳 China📚 Peer-reviewed · JournalNature Ecology & Evolution2026#Renewable EnergyDOI
Comparing potential biodiversity conflicts from renewable energy expansion in China at different centralization levels
Zhijie Zhou, Siyu Sun, Junjie Zhang +2
This paper compares potential biodiversity conflicts from renewable energy expansion in China under different centralization levels (distributed vs. centralized), providing insights for minimizing land-use conflicts.
🌍 Global📚 Peer-reviewed · JournalChemRxiv2026#CCUSDOI
Data-efficient protein language models craft ultrastable carbon-capture enzymes beyond evolution
Ravi Kumar Verma, Yaiza Serrano, Wisely Chua +5
This study develops a family-specific, fine-tuned protein language model for α-carbonic anhydrases (αCAs) and integrates experimental validation to engineer ultrastable carbon-capture enzymes. The lead variant remains stable at 95°C and sho…
🇨🇳 China📚 Peer-reviewed · JournalBuildings2026#Carbon PricingDOI
Incentives Analysis for Carbon Emission Reduction in Public Buildings Under Emission Trading Scheme
Weina Zhu, Xiaomeng Gao, Chengshuang Sun +2
This paper analyzes the incentive mechanism of China's emission trading scheme for public building carbon reduction using an evolutionary game model. It finds four evolutionary stages and shows that rewards/penalties and carbon quota prices…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
Corporate Governance, ESG Performance, and Sustainability Reporting: An Integrated Review of Mechanisms, Mandates, and Outcomes
Yash Periwal, Kamal De Krishna, Dr. Ankit Raj Singh
This review synthesizes evidence from over 50 papers on how corporate governance mechanisms (board independence, gender diversity, CEO duality, ownership structure, sustainability committees) influence ESG performance and sustainability rep…
🌍 GlobalPreprintResearch Square2026#CCUSDOI
Continuous Gas-to-Liquid Conversion for Carbon-Efficient Electroreduction of CO2
Wang C, Zhou C, Shen H +8
This paper reports a continuous gas-to-liquid electrochemical system for converting CO2 into formate with >90% carbon conversion efficiency, overcoming the low single-pass conversion challenge. A regeneration protocol mitigates byproduct ac…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Techno-economic Assessment of Biofuel Utilization and Waste-to-Energy Systems for the Sustainable Energy Transition
Dounavis A, Alexopoulou G
This paper provides a techno-economic assessment of biodiesel production and utilization, focusing on feedstocks, production techniques, and the maritime sector. It highlights how recent global disruptions have impacted fuel prices and ener…
🇪🇺 Europe📚 Peer-reviewed · JournalGreen Health2026#Energy TransitionDOI
Industrial CO2 Emissions, Climate Change, and Human Health: Decarbonization Pathways in Iron and Steel Production
Dominik Dubec, Marek Šolc, Kristína Kovalčíková +2
This review examines decarbonization pathways for the iron and steel industry, which accounts for 7-9% of global CO2 emissions. It evaluates hydrogen-based direct reduction, CCUS, electrification, and efficiency improvements, highlighting c…
🇪🇺 Europe📚 Peer-reviewed · JournalInternational Sustainable Energy Conference - Proceedings2026#Energy TransitionDOI
Innovative Thermal Storage for High Temperature Industry Decarbonisation - HEATERNAL EU Project
Sylvie Douard, Laura Teodorescu, Franck Pra +5
The HEATERNAL EU project develops a high-temperature (>500°C) thermal energy storage system using phase-change materials to recover industrial waste heat, aiming to replace natural gas and integrate renewables. It targets 350% energy densit…
🌍 Global📚 Peer-reviewed · JournalIndustrial and Engineering Chemistry Research2025#Energy TransitionDOI
Power-to-X and the Green Chemical Revolution: A Review on Sustainable Energy Carriers and Synthetic Fuels
Raya-Tapia A.Y.
A review of Power-to-X (P2X) technologies, focusing on sustainable energy carriers like hydrogen and synthetic fuels. It discusses their role in decarbonizing hard-to-abate sectors and supporting the green chemical revolution.