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.
PreprintChemRxiv2026#CCUSDOI
Artificial intelligence-empowered biochar engineering: From design fundamentals to commercialization
L Chen, Xiangzhou Yuan, Lei Feng +5
This perspective reviews AI/ML applications in biochar engineering, noting that experimental validation and data-driven design are underexplored (<5% of studies). It proposes five actionable directions: automated data extraction with LLMs, …
PreprintZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
BU233|Energy System Regime Switching under B_U B_U 体系下能源系统切换:高沉没成本、高残差与能源 standing 审计
Dedong Zhan
BU233 defines energy system transition as a high-sunk-cost, high-residual regime switch rather than simple technology replacement. It proposes a 'standing' framework that evaluates long-term sustainability, security, affordability, and resi…
Peer-reviewed🇪🇺 EuropeJournalYüzüncü Yıl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi2026#Energy TransitionDOI
How Did the Transition from Fossil Fuels to Renewable Energy in European Union Countries Affect Carbon Emissions? A Study Using Panel Data Analysis Method
Ayşe Eryer, Ahmet Yılmaz Ata, Mehmet Ali Polat
This study uses panel cointegration and coefficient estimation on EU countries from 1990-2021 to examine the impact of fossil fuel and renewable energy consumption on CO2 emissions. It finds that a 1% increase in renewable energy reduces em…
Peer-reviewedJournalTurkish Journal of International Development2026#PolicyDOI
Climate Policy, Development, and Dependency in the Horn of Africa: A Comparative Analysis of Nationally Determined Contributions
Alkan Üstün, Bahattin CİZRELİ, Mesut Arslan
This study qualitatively analyzes NDCs from four Horn of Africa countries, finding climate policy framed primarily as adaptation tied to development priorities, with mitigation conditional on external finance and technology. It highlights s…
Peer-reviewed🌍 GlobalJournalFrontiers in Microbiology2026#Climate ScienceDOI
Integrating multiomics driven bioengineering and regenerative approaches to improve soil health and productivity in climate adaptive soybean farming on problematic soils
Fairus Hisanah Hibatullah, Emma Trinurani Sofyan, Anne Nurbaity +1
This review evaluates integrating multiomics (genomic, transcriptomic, rhizomicrobiome engineering) with regenerative practices (bioameliorants, CRISPR/Cas9) for climate-adaptive soybean farming on acidic/saline soils. It reports yield incr…
Preprint🌍 GlobalPreprints.org2026#Energy TransitionDOI
Governing Energy Transitions under System Complexity:Why Coordination Failures Persist despite Networked Governance
Mikael Johnson
This article argues that persistent coordination failures in energy transitions stem from a mismatch between supply-chain governance assumptions and the service-network logic of modern energy systems. Networked governance arrangements only …
Peer-reviewed🌍 GlobalJournalInternational Journal of Energy Studies2026#Energy TransitionDOI
The managerial turn in sustainable energy research: Mapping the intellectual structure and emerging trends
Kutay Özdemir
This bibliometric study analyzes the intellectual structure of sustainable energy research in management literature, covering 101 publications from 2007-2026. It finds momentum after 2016, key journals like Technology Analysis & Strategic M…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#PolicyDOI
Integrating Youth Perspectives into Energy Access Policies: Advancing Age Diversity for Actionable Implementation in Sub-Saharan Africa
Theo Minné
This paper identifies the lack of youth perspectives in energy access policies in Sub-Saharan Africa and explores practical plans to integrate youth as key contributors and stakeholders. It advocates for age diversity to create more inclusi…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
BU240 Energy Transition as Reality-Settlement Intelligence under B_U BU240|B_U 体系下作为现实结算型智能的能源转型 Strong Feedback, Invariant Infrastructure Kernels, Distributed Residual Clearing, and Standing-Guided Energy Evolution 强反馈、不变基础设施核、分布式残差清账与 standing 引导的能源演化
Dedong Zhan
This paper redefines energy transition as a standing-generating intelligence process under the B_U framework, moving beyond policy slogans or technology substitution. It proposes that the energy system must shift its invariant kernel to acc…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate FinanceDOI
Climate Finance Visibility and PPP Models: Structuring Bankable Climate Investment Pipelines in Developing Economies
Simon Okola Olendo
This technical note examines how Public-Private Partnership (PPP) models can convert climate ambition into bankable investment pipelines in developing economies. Using examples from South Africa, Morocco, Egypt, India, Kenya, Colombia, and …
PreprintZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
BU234|p^w Audit Template for Energy System Switching under B_U B_U 体系下能源系统切换 p^w 审计模板:化石到可再生、集中式到分布式案例研究
Dedong Zhan
This paper proposes the BU234 Audit Template for evaluating energy system switching pathways. It defines five gates: Source-Axis Anchoring, Weak Persistence, Friction Cost, Residual Stratification, and Energy Standing Judgment. The template…
Peer-reviewed🌍 GlobalJournalEnergy Research & Social Science2026#Energy TransitionDOI
Smart systems, constrained engagement: A capability gap in Norwegian households' demand-side flexibility
Malin Høiseth
Examines the capability gap hindering demand-side flexibility among Norwegian households despite smart system deployment. Identifies factors constraining engagement.
Peer-reviewedJournalEnergy Research & Social Science2026#Energy TransitionDOI
Towards just energy transitions in rural areas: Building a participatory energy scenario in a community of Michoacán, Mexico
Genice K. Grande-Acosta, Guadalupe Pérez-Morales, Jorge Islas +2
This study uses participatory methods in a Mexican rural community to construct energy scenarios to 2050. An alternative scenario reduces firewood use by 36% and GHG emissions by 31% through improved cookstoves and solar water heaters. It d…
Peer-reviewed🌍 GlobalJournalEnergies2026#Energy TransitionDOI
The Impact of Energy Transition on Energy Poverty in BRICS Nations: Evidence from Panel Approaches
Nyiko Worship Hlongwane, Hlalefang Khobai
This study examines the impact of energy transition on energy poverty in BRICS nations using panel data from 2000 to 2023. Results show a significant negative relationship between energy transition and energy access, suggesting that current…
🌍 GlobalJournalLoughborough University Research Repository (Loughborough University)2026#Energy TransitionDOI
Bridging energy systems and finance: towards integrated national energy planning
Naomi Tan
This thesis critiques existing energy system models for ignoring social and financial dimensions, and develops IMPACCT, an integrated assessment model that soft-links open-source tools. A Vietnam case study reveals that economically optimal…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Transition FinanceDOI
Climate Finance Visibility and PPP Models: Structuring Bankable Climate Investment Pipelines in Developing Economies
Simon Okola Olendo
This technical note examines how Public-Private Partnership models can convert climate ambition into bankable investment pipelines in developing economies. Using examples from South Africa, Morocco, Egypt, India, Kenya, Colombia, and Brazil…
Peer-reviewedJournalGlobal research in environment and sustainability.2026#Climate ScienceDOI
Biomarkers of Eco-climatic Changes, Stress and Sustainability of Animal Life on Earth
Ravi Kant Upadhyay
This review comprehensively examines the impact of greenhouse gases and global warming on animal life. It analyzes the effects of climate change on animal physiology, behavior, and habitats, and advocates for a shift away from fossil fuels …
Peer-reviewed🌍 GlobalJournalThe Extractive Industries and Society2026#Energy TransitionDOI
Mining matters: Coloniality and the politics of the sustainable energy transition
Cristóbal Bonelli, Sandra Calkins, Andreas Weber
This paper critiques dominant framings of sustainable energy transitions for omitting the realities of mining. Using coloniality as an analytical lens, it examines continuities and expansions of extractive practices across temporal and geog…
Peer-reviewed🌍 GlobalJournalWiley Interdisciplinary Reviews Climate Change2026#OtherDOI
Malleable Preferences and the Normative Desirability of Demand‐Side Solutions to Climate Change
Sebastian Berger, Felix Creutzig
This paper critiques standard welfare analysis based on fixed preferences for limiting uptake of demand-side climate solutions. It reviews evidence that preferences are context-sensitive and malleable, proposing novel decision-making framew…
Peer-reviewed🌍 GlobalJournalEnergies2026#AI × ESGDOI
Machine Learning Applications in CO2 Geological Sequestration: A Review of Pre-Injection Evaluation, Injection Optimization, and Post-Injection Monitoring
Watheq J. Al‐Mudhafar, Ahmed Alsubaih, Kamy Sepehrnoori
This review systematically examines ML applications in the CCS lifecycle, covering pre-injection evaluation, injection optimization, and post-injection monitoring. It covers methods like Random Forest, SVR, XGBoost, and deep learning for an…