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.
Volume 3: Controls, Diagnostics & Instrumentation; Cycle Innovations; Education2026#HydrogenDOI
Integrating Green Hydrogen Production From Wind Energy Into Gas Turbine Based Combined Cycle Power Plant: an Efficiency and Cost Analysis
Pertik Kamboj, Pugalenthi Nandagopal, M. Duerr +1
This study analyzes an integrated wind–electrolysis–combined cycle power plant across 150–900 MW scales, assessing how hydrogen co-firing and substitution affect plant efficiency, output, and cost. Sensitivity studies on wind resource, elec…
Volume 2B: Combustion, Fuels & Emissions2026#HydrogenDOI
Design and Aerothermal Assessment of Two- and Three-Stage Sequential Combustors for Hydrogen and Multifuel Gas Turbines
Yash Chougale, H. G. Darabkhani
This study parametrically simulates two- and three-stage annular sequential combustors for hydrogen and multifuel gas turbines. A two-stage configuration with 10% pilot split gave the most uniform exit temperature and ~10% lower thermal NOx…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#HydrogenDOI
Neural Network Enhanced Digital Twin Based Carbon Oriented Planning of Distributed Generation and Hydrogen Microgrids in Prosumer-Centric Energy hub
Dongqiang Qiang, Xiaoling Qin
Proposes a neural-network-enhanced digital twin approach for carbon-oriented planning of distributed generation and hydrogen microgrids within prosumer-centric energy hubs. Aims at carbon-aware optimal design and operation.
🇨🇳 ChinaJournal2026#HydrogenDOI
China’s coal-to-hydrogen coupled with CCUS pathway: a technical and economic analysis and transition strategies
Ruoqing Liao
This study compares China's coal gasification, pyrolysis and coke oven gas routes for hydrogen, finding gasification plus CCUS essential for large-scale low-carbon supply. Evaluating gray, blue and green hydrogen against carbon prices and r…
Peer-reviewed🇨🇳 ChinaJournalElectrochimica Acta2026#HydrogenDOI
Mitigating carbon corrosion in low-Pt PEMFCs via an N/S co-doped and grid-patterned microporous layer
Jing Ge, Hai-yue Xu, YU Jun-kai +4
Materials study on suppressing carbon corrosion in low-Pt PEMFCs using an N/S co-doped, grid-patterned microporous layer. No abstract provided, so quantitative results are unknown, but improved durability could lower fuel-cell lifetime cost…
Peer-reviewedJournalEnvironmental Politics2026#HydrogenDOI
Canada as a clean energy ‘superpower’? Green hydrogen, between deployment and disavowal
Gavin Fridell
This paper critically examines Canada's Atlantic green hydrogen export visions to Europe, framing trade as a driver of decarbonization and growth. It argues that critics of hydrogen often disavow their own contradictions—opposing green trad…
Peer-reviewedCNJournalEnergy Policy2026#HydrogenDOI
Simulation of the medium- and long-term development of China's hydrogen energy industry and policy impacts
Shuangshuang Long, Jingye Liu, Rijia Ding
A system dynamics model forecasts China's hydrogen industry to 2035+. Green hydrogen reaches 7.53 Mt by 2035, while unconstrained gray hydrogen peaks at 34.5 Mt in 2034 with 678 Mt CO2. Per-unit subsidies, tax incentives, and capacity-repla…
PreprintResearch Square2026#HydrogenDOI
Robust Site Selection and Capacity Allocation for Solar-Based Green Hydrogen: A GIS–AHP, SMAA and Optimization Approach
E AF, Irfan OM, Omar HM
This study extends a GIS–AHP site assessment for solar-based green hydrogen in Saudi Arabia with continuous value functions, SMAA, an LCOH model, and multi-objective allocation of national production targets. Water security and ecosystem pr…
🌍 GlobalDatasetZenodo2026#HydrogenDOI
Evidence ledger and supplementary material for "Emissions and cost outcomes under additionality, temporal matching, and deliverability rules for grid-connected electrolytic hydrogen"
Enam, Tashfique, Shuvo Dip Datta, Ahmed, Rashid +2
A machine-readable evidence ledger supporting a systematic review of how additionality, temporal-matching, and spatial-eligibility rules affect emissions and costs for grid-connected electrolytic hydrogen. It covers 60 study-model experimen…
Peer-reviewedJournalJournal of Energy Storage2026#HydrogenDOI
Compositional simulation of capacity expansion mechanism of underground hydrogen storage in depleted gas reservoirs based on embedded discrete fracture model with corner-point grids
Liu X.
A compositional simulation study analyzing the capacity-expansion mechanism of underground hydrogen storage in depleted gas reservoirs, combining corner-point grids with an embedded discrete fracture model (EDFM). It evaluates how fracture …
Peer-reviewedJournalApplied Energy2026#HydrogenDOI
Energy-system optimization for hydrogen-based green steel production from medium-grade iron ore
Stolte A.M.
This study optimizes the energy system for hydrogen-based green steel production from medium-grade iron ore. It examines how hydrogen supply and renewable energy configurations can enable decarbonized steelmaking. Details are limited withou…
Peer-reviewedJournalEnergy Strategy Reviews2024#HydrogenDOI
Portfolio effects in green hydrogen production under temporal matching requirements
Casas Ferrús M.N.
This study examines how temporal (hourly) matching requirements affect green hydrogen production, focusing on portfolio effects across renewable sources. It suggests that combining renewables can improve supply stability and economics under…
Peer-reviewedConferenceIcdcs 2022 2022 6th International Conference on Devices Circuits and Systems2022#HydrogenDOI
A Review on Green Hydrogen: Future of Green Hydrogen in India
Vardhan R.V.
A review surveying the outlook for green hydrogen in India, covering production pathways, policy frameworks, and deployment challenges. It frames hydrogen's role in India's decarbonization. Details are limited as no abstract was available.
Peer-reviewed🇺🇸 USAConferenceProceedings of ASME 2025 19th International Conference on Energy Sustainability Es 20252025#HydrogenDOI
System-level and techno-economic analysis of ammonia production from clean hydrogen in the permian Basin in Texas
Maynor K.
This paper presents a system-level and techno-economic analysis of ammonia production from clean hydrogen in the Permian Basin, Texas. It likely assesses cost structures and deployment feasibility of hydrogen-derived ammonia supply chains. …
Peer-reviewed🌍 GlobalConferenceIEEE Conference on Power Electronics and Renewable Energy Cpere 20252025#HydrogenDOI
Optimization-Driven Multi-Aspect Planning of Grid-Tied Green Hydrogen Hubs in Saudi Arabia
Kotb K.M.
A study applying optimization methods to plan grid-tied green hydrogen hubs in Saudi Arabia. It likely presents a framework for optimizing siting, sizing, and grid integration of renewable-based hydrogen. Offers quantitative insight for hyd…
Peer-reviewedJournalJournal of Environmental Management2024#HydrogenDOI
Some inconvenient truths about decarbonization, the hydrogen economy, and power-to-X technologies
Tsatsaronis G.
A critical review questioning overstated expectations for the hydrogen economy and power-to-X technologies in decarbonization. It highlights inconvenient realities around efficiency, cost, and feasibility, arguing hydrogen and PtX should be…
Peer-reviewedJournalChemical Communications2025#HydrogenDOI
Layered double hydroxides in catalyzing the green hydrogen revolution: advancements and prospects
Chowdhury P.R.
A review of layered double hydroxide (LDH) catalysts for green hydrogen production, surveying recent advances and future prospects. It focuses on the role of LDH-based materials in electrolysis and hydrogen generation. Assessment is based o…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2024#HydrogenDOI
Near-term infrastructure rollout and investment strategies for net-zero hydrogen supply chains
Ganter A.
This work appears to examine near-term infrastructure rollout sequencing and investment strategies for building net-zero hydrogen supply chains. It likely addresses investment decisions across hydrogen production, transport, and demand stag…
Peer-reviewedJournalE3S Web of Conferences2026#HydrogenDOI
Assessing Business Creation Opportunities Around Green Hydrogen Projects in Morocco
Halima Ouatab, M. El Ydrissi, C. Hajjaj +1
This study maps Morocco's green hydrogen value chain and assesses the local business ecosystem using Porter's value chain combined with Adner and Jacobides ecosystem frameworks. It finds an asymmetric ecosystem: local capabilities concentra…
Peer-reviewedJournalE3S Web of Conferences2026#HydrogenDOI
Evaluating Solar-Wind Complementarity for Green Hydrogen Production in Southern Morocco
Oumaima Kassaoui, K. Choukri, M. el Khaili +1
A techno-economic optimization of a co-located solar-wind green hydrogen platform in Laâyoune, southern Morocco, using HOMER Pro. The optimal mix is 1.04 MW PV and 0.44 MW wind (70.3% solar, 29.7% wind), yielding an LCOH of $5.57/kg and NPC…