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-reviewedJournal2026#Energy TransitionDOI
Growing Faster Than We Can Decarbonize? Will AI Data Center Expansion Demand Growth Affect Our Transition to Clean Energy in the Next 10 Years?
Farhan Nadim Iqbal, Shadman Chowdhury
This paper asks whether the rapid expansion of AI data centers will drive electricity demand growth that outpaces clean-energy decarbonization over the next decade. It frames the race between demand growth and decarbonization speed. No abst…
Peer-reviewed🌍 GlobalJournalChem Circularity2026#Energy TransitionDOI
Quantifying the circularity of perovskite photovoltaics
Xinyi Lyu, Pu Hong, Sheng Wang +2
Proposes a scenario-based circularity framework for perovskite solar cells integrating eco-design, longevity, recycling, and disposal, using a 1 m2 PSC as the LCA functional unit with ReCiPe indicators and new metrics (NRG, LCEI, NCG). Marg…
Peer-reviewedJournalScientific African2026#Energy TransitionDOI
The nexus between energy policy and revenue outcomes in South Africa's smart-grid transition: an empirical assessment
Oladimeji Joseph Ayamolowo, K. Kusakana
This study examines how energy policy, smart-grid development, and electricity pricing relate to Eskom's revenue across three transition phases (2000–2024). Tariffs rose ~15-fold versus a ~14.5-fold revenue increase; regression models were …
Peer-reviewed🇪🇺 EuropeJournalJournal of Environmental Economics and Management2026#Energy TransitionDOI
Energy shocks and the climate transition
David Comerford, Alessandro Spiganti
A two-sector growth model where fossil and renewable energy investments differ in capital intensity and duration. Negative economic shocks cut total investment and shift its composition toward shorter, less capital-intensive fossil projects…
Peer-reviewedJournalRenewable energy focus2026#Energy TransitionDOI
Numerical evaluation of hydrocarbon wells for geothermal utilization: a model for renewable energy transition and environmental sustainability in Mexico
Eduardo Teófilo-Salvador, R. Camacho–Velázquez, A. Paulina Gómora‐Figueroa +2
This study overlays Mexican hydrocarbon wells with geothermal zones and selects prospects by topography, geology and inactivity. A Fortran90 thermal model of a 4,244×5,655×4,500 m control volume (84,150 nodes, 70 wells) finds well pairs 360…
Preprint2026#Energy TransitionDOI
Инновационно-технологическая стратегия компании British Petroleum (BP) в условиях четвёртого энергоперехода
(著者不明)
The paper frames the fourth energy transition as a structural, system-wide shift spanning power, transport and heat, requiring integration of renewables, storage, hydrogen, CCUS and AI-based grid management. It argues integrated oil majors …
PreprintCrossref2026#Energy TransitionDOI
Eco-Conscious Master Production Scheduling Under Dual Uncertainty: A Hybrid Approach Using Machine Learning and Stochastic Optimization
Wiam ALAMI CHENTOUFI, Amine ZITOUNI, Abdellah El BARKANY
This study proposes a predict-and-optimize framework combining LSTM energy-price forecasting with LightGBM quantile demand forecasting, feeding a two-stage stochastic MILP via Kantorovich scenario reduction. Validated on a multi-product pla…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
First Experimental Results of the Power Cycle of a 50 kWe Carnot Battery Integrated into a Flooded Mine
Cendoya, Aitor, Ransy, Frédéric, Guo, Bentao
First experimental results of the ORC power cycle of a 50 kWe Carnot Battery integrated into a decommissioned flooded slate mine in Belgium. The system achieved grid synchronization, a peak output of 37.18 kWe, and cycle efficiency of 5–7.2…
DatasetZenodo2026#Energy TransitionDOI
UZBEKISTAN'S TRANSITION TO GREEN ENERGY: LARGE-SCALE INVESTMENT, OBSERVED RESULTS AND FUTURE PLANS.
Gofurova Vaziraxon Odiljon qizi, Worldly Knowledge Publishing Centre
This article assesses whether Uzbekistan's renewable energy expansion is substantive or largely declarative, drawing on legal acts, ministry data, IFI reports and announced investment projects. Renewables reached 45.3% of generation in 2026…
Peer-reviewedConferenceADIPEC2026#Energy TransitionDOI
From Flares to Fuels: Modular Conversion of Flare Gas into Lower-Carbon Liquids for Asset-Scale Decarbonization
D. Sachdev, A. J. Cruz, A. Choumal +1
Presents a modular Flare-to-Fuels platform converting routine flare gas into transportable products (NGL, CNG, LNG, methanol, synthetic fuels) via skid-based process design. Integrates feed conditioning, brownfield tie-ins, syngas generatio…
Peer-reviewedConferenceADIPEC2026#Energy TransitionDOI
From Qatar to Europe - LNG Carrier Decarbonization Via Pre-Combustion Onboard Methane Splitting
Mamoun Al-Rawashdeh, Karina Veloso, Ur. Kulshreshtha +2
This study evaluates onboard methane splitting (CH4 → C + 2H2) as a pre-combustion decarbonization strategy for large LNG carriers, benchmarked against post-combustion onboard carbon capture (OCCS). Using a steam-driven LNG carrier model wi…
Peer-reviewedJournalBusiness Strategy and the Environment2026#Energy TransitionDOI
Innovating for Net-Zero: Collaborative and Digital Decarbonisation Strategies in Sunset Industries' Global Value Chains
Kamal M.
This work appears to examine collaborative and digital decarbonisation strategies within the global value chains of sunset industries. It likely explores how cross-firm collaboration and digital tools can drive net-zero progress across supp…
CNConference14th Annual International Conference on Material Science and Environmental Engineering2026#Energy TransitionDOI
Carbon-aware optimal scheduling of a virtual power plant with energy storage degradation
Tao Wang
Proposes a day-ahead low-carbon scheduling model for a VPP aggregating PV, wind, battery storage and flexible loads, incorporating time-varying grid emission factors and battery degradation costs into a unified objective. A 24-h case study …
Peer-reviewedJournalRESWARA: Jurnal Riset Ilmu Teknik2026#Energy TransitionDOI
Ship Decarbonization Strategies Based on MARPOL Annex VI Regulations
Akhmad Ndori, Astri Kustina Dewi, R. Amala
This study examines maritime decarbonization challenges and opportunities in Indonesia through interviews and vessel observations at Tanjung Priok Port, assessing fuel consumption and zero-emission practices. It finds that the most cost-eff…
Peer-reviewedJournalEnvironmental safety and natural resources2026#Energy TransitionDOI
Cascading use of wood waste in construction and bioenergy: technical and-environmental aspects of decarbonization
M. Maksymiv, B. Kshyvetskyy
This study analyzes cascading wood-waste utilization as a decarbonization tool, examining the EU RED III biomass hierarchy from material use through energy recovery. It shows long-term biogenic carbon storage and BECCS integration yield env…
Peer-reviewedJournalEnvironmental Research Letters2026#Energy TransitionDOI
Electricity retail pricing as incentives for load optimization in Vietnam
Thuy T. T. Doan, Manuel Portilla-Paveri, Nicolás Eduardo Lobos Rodríguez +1
Using SWITCH 2.0 with an iterative demand-response module, this study evaluates flat, TOU, CPP, and hybrid TOU-CPP retail pricing for Vietnam's 2050 power system. TOU designs cut system costs by up to 15% and CO2 by 17.2–37.5% while raising…
Peer-reviewedJournalChemie Ingenieur Technik2026#Energy TransitionDOI
Sustainable Aviation Fuel—An Innovative Approach for Developing an Optimized Methanol‐Based Production Pathway
Thomas Streich, H. Kömpel, Tobias F. Kimpel +2
Aviation emits 2–3% of global CO2 and efficiency gains are offset by demand growth, making SAF essential for net-zero by 2050. The paper reviews SAF routes and regulatory limits, noting bio-based feedstock constraints and the 50% blending c…
Peer-reviewedJournalInternational Journal of Sustainable Energy Planning and Management2026#Energy TransitionDOI
Assessing the Physical Feasibility of a Solar-Dominant Net-Zero Pathway in India: Electricity Demand, Land Availability and Critical Mineral Constraints
A. Akilesh, K. Damodaran
Using an ARDL model with urbanisation as the long-run driver, this study projects India's electricity demand to 2070 under low, base, and high scenarios and translates them into required solar capacity. Comparing against barren land and glo…
Peer-reviewedJournalBritish Journal of Oral and Maxillofacial Surgery2026#Energy TransitionDOI
Towards a sustainable oral and maxillofacial surgery service: BAOMS proposal for sustainability strategy and priorities for implementation within UK practice.
M. Ho, M. Morton
BAOMS presents a three-year sustainability strategy (2026-2029) for UK oral and maxillofacial surgery, structured across eight pillars from green theatres to circular procurement and research. Six quantified KPIs with 2027-2029 milestones c…
Peer-reviewed🇺🇸 USAJournalInternational Journal of Engine Research2026#Energy TransitionDOI
Rebreathing assisted dual fuel combustion (Re-DFC) to enhance low carbon fuel utilization
Saurabh K. Gupta, Reed M. Hanson, Sage L Kokjohn
Dual-fuel methanol–diesel combustion suffers poor efficiency and low methanol substitution at low loads. This study tests rebreathing (exhaust recirculation via modified cam) on a single-cylinder 6.7 L heavy-duty engine at 4 bar IMEP. Rebre…