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-reviewedJournalMathematics2026#Energy TransitionDOI
Hourly Dynamic Emission Factors and Integrated Optimization of Electricity Market Prices in Grid-Connected Photovoltaic Systems: Sensitivity Analysis Under Sales Quotas and Decarbonization Scenarios
Gizem Nur Bulanık Durmuş
This study develops a single-level optimization model for grid-connected PV systems that integrates hourly electricity market prices and dynamic emission factors (DEF). It maximizes revenue from electricity sales and carbon credits under a …
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy TransitionDOI
Time-Varying Impacts of Climate Policy Uncertainty on Oilseed Futures Returns: From Energy Transition and Biofuel Perspectives
Guanming Liu, Gang Deng, Xueying Sun +4
This paper examines the time-varying impact of climate policy uncertainty (CPU) on oilseed futures returns using a TVP-VAR model, based on dual supply-demand and cost channels. CPU generally has a positive effect, but negative impacts appea…
PreprintResearch Square2026#Energy TransitionDOI
Effect of the Curing Regime on the Mechanical Properties, Mineralogical Phase Composition (XRD), and Carbon Footprint of 100% Fly Ash-Based High-Performance Geopolymer Concrete of M60 Grade
Ganraj M. Ghule, Vaishali M. Bogar
This study investigates the effect of curing conditions on the mechanical properties and carbon footprint of M60-grade high-performance geopolymer concrete made with 100% fly ash. Using XRD for mineralogical analysis, it highlights the impo…
Peer-reviewedJournalJournal of The Electrochemical Society2026#Energy TransitionDOI
By-Product to Product: A Unified Intercalative Soft Carbon for High-Power Lithium-Ion-Based Dual Carbon Batteries
Subhajit Bhowmik, Sayan Khamaru, TAUSIF AHAMAD ANSARI +1
This work presents a by-product-to-product strategy converting petroleum pitch into soft carbon for dual-carbon batteries, achieving high power (3665 W/kg) and long cycle life (2000 cycles) with an energy density of 114 Wh/kg. The soft carb…
Preprint2026#Energy TransitionDOI
Carbon Efficiency Comparison of FRP and Steel Bars for Reducing the Embodied Carbon of Concrete Structural Elements
Shizhe Hong, John Orr, Arnaud Delaplace
This paper proposes a multi-level framework to compare the carbon efficiency of FRP bars versus steel bars for reducing embodied carbon in concrete structural elements. The framework supports decision-making at material, section, and elemen…
Peer-reviewedJournalApplied Soft Computing2026#Energy TransitionDOI
Multi-Criteria Evaluation of Low-Carbon Steelmaking Technologies Using an AHP–Fuzzy TOPSIS Framework
Ammar Chakhrita, Nour El Houda Benharkat, Mohammed Chennoufi +1
This paper evaluates low-carbon steelmaking technologies (e.g., hydrogen-based reduction, CCUS, electric arc furnaces) using an integrated AHP and fuzzy TOPSIS multi-criteria decision-making framework. It compares technologies across econom…
Peer-reviewed🇪🇺 EuropeJournalStudia Iuridica Lublinensia (Uniwersytet Marii Curie-Skłodowskiej w Lublinie)2026#Energy TransitionDOI
Profitability of Investment in Photovoltaic Panels with Energy Storage for Households: A Case Study
Katarzyna Łach, Anna Jasińska-Biliczak
This case study analyzes the profitability of a household PV-plus-storage investment in Poland using real consumption and generation data. The discounted payback period is about 7 years, NPV is positive (PLN 49,580), and IRR is 13%, indicat…
🇪🇺 EuropeJournal2026#Energy TransitionDOI
The Energy Vulnerability–Energy Community Nexus
Lorenzo De Vidovich
Renewable energy communities are seen as vehicles for a fair energy transition, yet their link to energy vulnerability is unclear. Drawing on European and Italian cases, this chapter analyzes barriers to vulnerable households' participation…
Peer-reviewedJournalChemEngineering2026#Energy TransitionDOI
Advanced Sustainable Process Integration and Comprehensive Techno-Economic Evaluation of Polystyrene Waste Upcycling into Methanol as a Clean Alternative Fuel
Usama Ahmed
This study proposes an integrated process to convert polystyrene waste into methanol, contributing to circular carbon utilization and waste-to-fuel strategies. Two Aspen Plus simulations show that integrating gasification with steam methane…
Peer-reviewedCNJournalGlobal NEST Journal2026#Energy TransitionDOI
Scenario-Driven Carbon Peak Pathways for Transportation in Sichuan Province, China: An Integrated LMDI-STIRPAT Framework
(著者不明)
This study analyzes transportation carbon emissions in Sichuan Province, China, using LMDI decomposition and STIRPAT-based scenarios. Emissions grew from 12.47 Mt in 2005 to 24.02 Mt in 2020, with peak expected around 2035 under low-carbon …
Peer-reviewed🌍 GlobalJournalJournal of Law and Administration2026#Energy TransitionDOI
Back to Basics: Changes in the Energy Policies of American and European Oil and Gas Majors amid the Fourth Energy Transition
A. S. Rukavitsyn, D. A. Fomin, I. A. Fedotov
This paper analyzes strategic shifts among American and European oil and gas majors during the fourth energy transition. European firms (BP, Shell, TotalEnergies) diversified into renewables but failed to deliver expected results, pivoting …
Peer-reviewed🇺🇸 USAJournalACS Sustainable Resource Management2026#Energy TransitionDOI
Countertop Food Waste Dehydration Poses Climate Tradeoff between Transportation Savings and Electricity Use
Katherine K. Porterfield, Eric D. Roy
This LCA study evaluates electric countertop food dehydrators for pre-composting treatment, finding that dehydration reduces climate impact by 42-92% compared to landfilling, but the benefit depends on transport distance and grid carbon int…
Peer-reviewed🇪🇺 EuropeJournalEnergy2026#Energy TransitionDOI
Attitudes toward climate change to demand-driven energy mitigation: A machine-learning approach
Giacomo A. Campagnola, Bruno S. Sergi, Emiliano Sironi
This study applies machine learning to survey data from 23 European countries to examine the relationship between personal attitudes toward climate change and energy-saving behaviors. It finds that perceived personal responsibility for clim…
Peer-reviewed🇺🇸 USAJournalCultural Anthropology2026#Energy TransitionDOI
Solar Pioneers
Myles Lennon
This article argues that calendrical teleologies like '2050' do not motivate the everyday people leading the U.S. energy transition. Instead, the American pioneer myth, combined with contemporary entrepreneurialism, animates a market-based …
PreprintResearch Square2026#Energy TransitionDOI
Macroeconomic Determinants of Renewable Energy Consumption in Saudi Arabia: A Hybrid Econometric-Machine Learning Investigation
Omer S, Ghanim H, Ahmed I +3
This study analyzes determinants of renewable energy consumption in Saudi Arabia (1990-2025) using ARDL and Random Forest with SHAP. Results show strong path dependence and negative effect of trade openness, with improved model fit after Vi…
PreprintResearch Square2026#Energy TransitionDOI
An Energy Management System for Microgrid Using Pelican Optimization Algorithm with Demand Side Management Based on Load Shifting
Jamal S, Pasupuleti J, Maghami MR +1
This study optimizes a microgrid energy management system (EMS) to reduce operating costs. Using the Pelican Optimization Algorithm (POA), it evaluates combinations of renewable sources, battery storage, and demand-side management (DSM) via…
PreprintSSRN#Energy Transition
Powering AI: How Do Data Centers Affect Renewable Energy ...
(著者不明)
This paper analyzes how the growing electricity demand from data centers, driven by AI, affects renewable energy adoption and operation. It examines the impact of data center siting and power procurement strategies on renewable markets and …
PreprintarXiv2026#Energy Transition
Hosting Capacity Assessment of Data Centers with Voltage Ride-Through Capability in Power Systems
Pengyu Ren, Wei Sun, Fei Teng
Large data centers are concentrated grid loads whose disconnection during voltage disturbances can threaten system stability. This paper proposes a co-planning framework coupling transmission fault simulation with an internal data center ri…
Peer-reviewed🇨🇳 ChinaJournalJOM2026#Energy TransitionDOI
Research on Aluminum Extraction via Mineral Phase Reconstruction by Calcification Roasting of Low-Aluminum Coal Fly Ash
Siyao Liu, Xuheng Liu, Fenglong Sun +2
This paper investigates aluminum extraction from low-aluminum coal fly ash via calcification roasting to reconstruct mineral phases. It contributes to resource recovery and waste reduction, supporting circular economy and resource efficienc…
Peer-reviewed🌍 GlobalJournalMarine Science and Technology Bulletin2026#Energy TransitionDOI
An interval-valued Pythagorean fuzzy set-based multi-criteria decision-making model for evaluating decarbonization criteria in maritime transport
Muhammed Turğut, İpek GÜRSOY
This study evaluates decarbonization criteria in maritime transport using Interval-Valued Pythagorean Fuzzy AHP. Based on five experts' judgments, low-carbon equipment, shore power, emissions measurement/reporting, fleet modernization, and …