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.
Communications Sustainability2026#Energy TransitionDOI
Fossil fuel occupations show high transferability across the wider economy
Qing Huang, Chenglin Li, Yangsiyu Lu
This paper analyzes the skill transferability of fossil fuel workers to other industries, finding that many occupations have high transferability. It highlights the potential for employment policies to support a just transition.
Conference2026 International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA)2026#Energy TransitionDOI
Research on the Planning Method for Optimizing Regional Integrated Energy Systems with Hybrid Energy Storage Devices
Jiawen Sun, Geng Yi, Rui Zhong +2
This paper proposes a planning method for optimizing regional integrated energy systems with hybrid energy storage. It aims to enhance renewable integration and energy efficiency while balancing cost and environmental impact, supporting dec…
ConferenceIEEE International Conference on Fuzzy Systems2026#AI × ESGDOI
Fuzzy Logic-Driven Reward Optimization for Deep Reinforcement Learning in Carbon Emission Trading
Seyed Ali Hosseini, Francesco Grimaccia, A. Niccolai
This paper introduces fuzzy logic into reward design for deep reinforcement learning agents in carbon emission trading (ETS), aiming to optimize trading strategies. Fuzzy rewards improve decision-making under uncertainty, balancing emission…
Conference2026 5th International Conference on New Energy System and Power Engineering (NESP)2026#Carbon PricingDOI
Coordinated Optimization of Multi-Island Energy Systems with Internal Carbon Trading
Yuqi Wang, Weiqing Wang, Sizhe Yan +1
This study proposes a coordinated optimization method for multi-island energy systems incorporating an internal carbon trading mechanism, aiming to minimize total cost and carbon emissions simultaneously. By coordinating energy supply and d…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#PolicyDOI
Impact Analysis of Agricultural Insurance Development on Ecological Efficiency of Grain Production from a Carbon Emission Reduction Perspective
Wang Ru, Han Dong
Using panel data from 31 Chinese provinces (2001-2021) and a super-efficiency SBM model, this study finds that agricultural insurance significantly improves the ecological efficiency of grain production. Carbon emission intensity negatively…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#PolicyDOI
Can City Climate Policy Promote Corporate Green Transformation in China? A Perspective of Promotion Pressure and Environmental Awareness
Zixin Zhao, Yue Gong
This study uses China's Climate-Resilient City Development Pilot Policy (CRCDPP) as a quasi-natural experiment and a difference-in-differences approach to examine its impact on corporate green transformation. The policy promotes green trans…
Peer-reviewed🇨🇳 ChinaJournalMethane2026#Energy TransitionDOI
Methane Capture and Hydrogen Production from Coal Mine Methane: A Sustainable Path for Energy Transition
Marek Borowski, Klaudia Zwolińska-Glądys, Jianwei Cheng +2
This study proposes an integrated approach combining methane capture and hydrogen production from coal mine methane to reduce greenhouse gas emissions and enhance energy recovery. A scenario-based techno-economic analysis evaluates investme…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy TransitionDOI
Exploration and Development of Unconventional Oil and Gas Resources: Latest Advances and Prospects: 3rd Edition
Shu Tao
This paper reassesses the role of unconventional oil and gas resources amid the global energy transition toward lower-carbon systems. It discusses their importance in balancing energy security and structural transformation, and reviews the …
Peer-reviewed🇨🇳 ChinaJournalSustainable Cities and Society2026#Climate RiskDOI
Spatiotemporal synergy of rooftop rainwater harvesting: Dual benefits in flood mitigation and multi-purpose supply under climate change
Junhao Wu, Ling Ma, Dongfang Liang +2
This study analyzes the spatiotemporal optimization of rooftop rainwater harvesting systems, evaluating dual benefits in flood mitigation and water supply under climate change. It demonstrates effectiveness as an urban climate adaptation st…
Peer-reviewedJournalJIBEMA Jurnal Ilmu Bisnis Ekonomi Manajemen dan Akuntansi2026#ESGDOI
Pengaruh Pengungkapan Sustainability Reporting Berdasarkan GRI terhadap Cost of Equity pada Perusahaan Energi yang Terdaftar di BEI Periode 2020-2024
Nurhusnaini, Ayu Umyana, Khristina Yunita
This study empirically examines the effect of GRI-based sustainability reporting disclosures (economic, environmental, and social aspects) on the cost of equity for energy companies listed on the Indonesia Stock Exchange. Using panel data r…
Peer-reviewedJournalJurnal Akuntansi Perpajakan dan Auditing2026#ESGDOI
Pengaruh Mekanisme GCG, Kinerja Keuangan, dan Umur Perusahaan terhadap Pengungkapan Sustainability Report
Akhmad Faizhal, Ratna Anggraini, Muhammad Yusuf
This study analyzes the influence of independent commissioners, audit committees, profitability, and firm age on sustainability report disclosure among Indonesian energy companies. Using panel data regression, it finds that independent comm…
Peer-reviewedJournalJIBEMA Jurnal Ilmu Bisnis Ekonomi Manajemen dan Akuntansi2026#ESGDOI
Profitabilitas dan Sustainability Reporting Dalam Meningkatkan Kualitas Pelaporan Keuangan Melalui Ukuran Perusahaan
Afina Amalia, Nurul Aini
This study analyzes the impact of ROA and sustainability reporting on financial reporting quality, with firm size as a moderator, using data from Indonesian basic materials firms. Findings show that firm size strengthens the positive effect…
Peer-reviewedJournalJIBEMA Jurnal Ilmu Bisnis Ekonomi Manajemen dan Akuntansi2026#ESGDOI
Analisis Leverage, Sustainability Report, dan Profitabilitas Terhadap Nilai Perusahaan
Jenita Nur Ahadiah, Ira Wikartika
This study examines the impact of leverage, sustainability reporting, and profitability on firm value for metal and mineral companies listed on the Indonesia Stock Exchange (2021-2024) using multiple regression. Leverage has a significant n…
Peer-reviewedJournalInternational Journal of Islamic Economics2026#ESGDOI
<b>Integrating Islamic Business Ethics and Environmental Sustainability: Evidence of Green Accounting, Carbon Emission Disclosure, and Islamic Social Reporting Impacts on Firm Value</b>
Taufiq Andre Setiyono, Grace Tianna Solovida, Dessy Noor Farida
This study examines the impact of green accounting, carbon emission disclosure, and Islamic Social Reporting (ISR) on firm value for companies listed on the Jakarta Islamic Index 70 (JII70). Using regression analysis on 2023-2024 data, it f…
Journal2026#AI × ESGDOI
Peer Review Report For: Multi capital disclosure and sustainability performance in Bangladeshi financial institutions using Deep Machine Learning [version 1; peer review: 1 approved]
Md Qamruzzaman
Using panel regressions and a deep learning (MLP) model on 62 listed Bangladeshi financial institutions (2005-2023, 1,178 firm-years), this study finds that intellectual, human, and natural capital disclosures each positively and significan…
Peer-reviewed🌍 GlobalJournalJournal of risk and financial management2026#ESGDOI
ESG Disclosure, Return, and Risk of REITs: Evidence from Thailand and Singapore Under Changing Interest Rate Conditions
Chaiyathad Phutthadet, Ausawatap Akartwipart
This study examines whether ESG disclosure (not performance) is associated with risk-adjusted performance of REITs in Thailand and Singapore, using a new 15-indicator ESG Disclosure Index on 43 REITs (215 REIT-year observations, 2021-2025).…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
ESG Disclosure and Firm Value in Sharia Capital Markets: Evidence from Food and Beverage Firms in Indonesia
Aizzatut Tahiyya Nafisatul Muna, Nyata Nugraha, Iwan Budiyono
This study analyzes the impact of ESG disclosure on firm value (PBV) for 13 food and beverage firms listed on the Indonesian Sharia Stock Index (ISSI) from 2021-2024 using panel data regression. Results show that ESG disclosure simultaneous…
Peer-reviewedJournalJIBEMA Jurnal Ilmu Bisnis Ekonomi Manajemen dan Akuntansi2026#ESGDOI
ESG Disclosure, Capital Structure And Firm Value: Evidence From Indonesian Energy Sector
Tiara, Khristina Yunita, Syarif M. Helmi
This study examines the impact of ESG disclosure and capital structure on firm value for 39 Indonesian energy firms (2022-2024). It finds ESG disclosure has a negative significant effect, while capital structure has a positive significant e…
PreprintOSF Preprints (OSF Preprints)2026#AI × ESG
Power Below the Pedestal, The Conscious Surgical Floor: A Scoping Review of Sustainable Infrastructure for Minimizing Carbon Footprints and Optimizing Energy Usage in Operating Rooms
Sina Rostami, Muhammad Bilal, Mehrdad Taghipour
This scoping review systematically maps technologies and strategies to reduce energy use and carbon footprints in operating rooms, evaluating methods from HVAC optimization to AI-driven management. It identifies a gap in kinetic energy harv…
Journal2026#Energy TransitionDOI
Data-Driven Urban Logistics for Carbon Footprint Reduction: The Role of Parcel Pick-Up Points in Sustainable Last-Mile Delivery
Sirine Adsi
This paper examines the role of parcel pick-up points in reducing carbon footprint in last-mile delivery using data-driven urban logistics. It explores potential CO2 emission reductions through route optimization and consolidation.