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.
PreprintResearch Square2026#Energy TransitionDOI
SMARTEN v2.0: A Scalable Framework for Multiscale Energy Forecasting in Interconnected Buildings Toward Smarter Grid Management
FAKRA DAH, RANDRIANTSOA ANA, ANDRIAMANDROSO MN +2
This paper presents a forecasting approach integrated into SMARTEN v2, a computational platform for multiscale supervision of hybrid energy systems. It jointly forecasts renewable production and electricity consumption across building, dist…
PreprintCNZenodo2026#Energy TransitionDOI
MATLAB Code for Reliability-Oriented Power System Planning in China
Fan, Wei
A MATLAB code repository for reliability-oriented power system planning in China, comprising an integrated planning/operation model (RIPOM), a reliability assessment dispatch model (RADM), and a unit-level retirement model (ULRM). Solved vi…
🇪🇺 EuropeDatasetZenodo2026#HydrogenDOI
Trade‑based assessment of value‑chain vulnerability in green hydrogen production - Numerical results
Bianchi, Marco
This dataset compiles quantified vulnerability indicators for green hydrogen value chains, assessed through trade dependencies. It provides metrics at product, stage, and system aggregation levels, enabling comparison across the full produc…
PreprintZenodo2026#Renewable EnergyDOI
Performance evaluation of rooftop photovoltaic integration using self-consumption and self-sufficiency indicators with IoT-based monitoring
Al-Fajri, Syukron, Syafii, Syafii
This study proposes a low-cost AC-side IoT monitoring system (ESP32, PZEM-004T) to evaluate residential rooftop PV-grid interaction in Indonesia. Measuring PV output, grid line, and household load, it classifies export/import states and qua…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Powering the Environmentally Sound Transition: Environmental Impact of Five Net-Zero Technologies. ETC HE Report 2025/17
Barre, Francis, Pastor-Vallés, Elisa, Ebrahimi, Babak +1
This study applies life cycle assessment to five net-zero technologies: wind, solar, batteries, hydrogen, and carbon capture. Wind and solar PV show lower per-kWh impacts than the European grid mix, while batteries benefit from higher effic…
PreprintZenodo2026#Renewable EnergyDOI
A multi-metric framework for material selection in perovskite modules: implications for sustainability, scalability, and net zero deployment
Ian-Marius, Peters
This paper proposes three alternative metrics—bound reserves ratio (BRR), critical raw mineral (CRM) classification, and industry-based LCAs—to assess sustainable material selection for perovskite solar cell (PSC) modules, addressing the la…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
networked-geothermal-dynamic-lca: time-explicit, prospective and dynamic LCA of a geothermal energy network
Ghandi, Mahsa, Varela, Isabel, Hajian, Rozhin +1
This paper releases code, configuration, result tables, QA output and figures for a time-explicit, prospective and dynamic LCA comparing a geothermal energy network (GEN) with the distributed gas-and-oil system it replaces (REF) on an ident…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy EfficiencyDOI
Multi-Objective Optimization of Energy Use, Thermal Comfort, and Carbon Emissions in an Underground Supermarket
Pengju Li
This study optimizes energy use, thermal comfort, and carbon emissions for an underground supermarket in Xuzhou, China. Using 2000 Latin hypercube samples, BP neural network surrogates, Morris sensitivity analysis, NSGA-III, and entropy-wei…
Peer-reviewedJournalCommunications Earth & Environment2026#Supply ChainDOI
Copper supply chain decarbonization for the energy transition must maximize copper recovery
Benjamin Cox, Ben Murphy, Zahrana Nadifa Ramadhanty +2
This paper argues that decarbonizing the copper supply chain—critical for the energy transition—requires maximizing copper recovery and recycling. It links rising copper demand from renewables and electrification to the need to cut mining a…
Peer-reviewed🇪🇺 EuropeJournalEnergy Conversion and Management2026#HydrogenDOI
Techno–economic optimisation of hydrogen geological storage in UK depleted gas reservoirs
Vahabzadeh E.
This paper examines the techno-economic optimisation of repurposing UK depleted gas reservoirs for geological hydrogen storage. It assesses how surplus renewable power can be stored as hydrogen underground for supply-demand balancing and se…
Peer-reviewedJournalEnergy Nexus2026#HydrogenDOI
Optimal PV configurations for green hydrogen production and sectoral integration in agriculture, transport, and electricity in the Moroccan context
Rami Y.
This study optimizes solar PV configurations for green hydrogen production in Morocco and assesses integration across agriculture, transport, and electricity sectors. It contributes quantitative design guidance on sector coupling and renewa…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2023#CCUSDOI
The role of carbon capture and storage to achieve net-zero energy systems: Trade-offs between economics and the environment
Shu D.Y.
This paper examines the role of carbon capture and storage (CCS) in achieving net-zero energy systems, analyzing trade-offs between economics and environmental outcomes. It likely explores how prioritizing cost versus environmental impact s…
Peer-reviewedJournalFuel2026#CCUSDOI
Rational design, fabrication, performance, and challenges of intermediate temperature CO2 adsorbents: A review
Wang S.
A review of intermediate-temperature (roughly 200-400°C) CO2 adsorbents, covering rational design, fabrication routes, sorption performance, and remaining challenges. It highlights energy savings versus high- and low-temperature processes a…
Peer-reviewedJournalJournal of Rock Mechanics and Geotechnical Engineering2026#CCUSDOI
A critical review of salt precipitation in geologic CO2 storage: Distribution, multidimensional impacts, and engineering challenges
Huang W.
This review critically examines salt precipitation in geologic CO2 storage, covering its spatial distribution, multidimensional impacts on reservoirs and wells, and associated engineering challenges. It highlights a key factor affecting the…
Peer-reviewedJournalJournal of Co2 Utilization2026#CCUSDOI
Reaction mechanism and structure-activity relationships of bimetallic catalysts for CO2 hydrogenation to methanol under vapor and liquid phase processes
Yue Y.
This study examines the reaction mechanisms and structure-activity relationships of bimetallic catalysts for CO2 hydrogenation to methanol under vapor- and liquid-phase conditions. CO2-to-methanol is a core CCU pathway, with methanol servin…
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2025#CCUSDOI
DISPLACE post-combustion carbon capture technology - Integration in a steel plant for mitigation of CO2 emissions
Zecca N.
This paper addresses the integration of post-combustion carbon capture technology into a steel plant, linked to the EU DISPLACE project. Steelmaking is a hard-to-abate, emission-intensive sector, making capture deployment central to industr…
Peer-reviewed🌍 GlobalJournalEvergreen2024#Energy TransitionDOI
Optimizing Electricity Supply for Jawa-Madura-Bali: Scenarios for Achieving Net Zero Emissions
Dwijatmiko A.
A study modeling electricity supply scenarios for Indonesia's Jawa-Madura-Bali (JAMALI) grid to reach net zero emissions. It optimizes generation mix pathways and draws policy implications for decarbonizing a major emerging-economy power sy…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2025#HydrogenDOI
A mixed-integer linear programming model for optimizing green hydrogen supply chain networks
Camelo M.M.
This study develops a mixed-integer linear programming (MILP) model to optimize green hydrogen supply chain networks, integrating production, transport, and storage decisions toward cost minimization and optimal facility siting. No abstract…
Peer-reviewedJournalJournal of Energy Storage2025#Energy TransitionDOI
Allam cycle-based integrated energy storage system for cross-sector decarbonization
Alirahmi S.M.
Proposes an integrated energy storage system built on the Allam cycle (supercritical CO2 power) for cross-sector decarbonization. It aims to serve power, industry, and transport decarbonization within a single system. Without an abstract, s…
Peer-reviewedJournalInternational Journal of Electrical Power and Energy Systems2026#Renewable EnergyDOI
Strategic pricing of flexible renewable power purchase agreements: A risk-averse bilevel optimization approach with cross-period constraints
Li N.
This paper models the strategic pricing of flexible renewable power purchase agreements (PPAs) using a risk-averse bilevel optimization approach with cross-period constraints. It captures the interplay between generator and offtaker risk pr…