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-reviewedJournalETA Florence2026#CCUSDOI
Evaluating Bio-based CDR Pathways through an Integrated Energy-land Optimization Framework for Germany
M. Sadr, Danial Esmaeili Aliabadi, Ronja Wollnik +2
This study integrates scenario-based constraints into a bio-based CDR optimization model for Germany, assessing afforestation, BECCS, and biochar across policy, technology, and land-use assumptions. Natural sinks provide a reliable ~45 Mt C…
Peer-reviewedJournalETA Florence2026#CCUSDOI
A Framework for Modeling the Economic Viability of and Incentives Design for Biochar Carbon Removal with Energy Co-production
Monika Orlowski, H. Bluhm
Introduces pyromof, an open-source oemof-based framework for techno-economic optimization of pyrolysis plant construction and operation under varying policy conditions. A use case assesses how a syngas storage subsidy affects plant flexibil…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
WaterProof Factsheet on Electrochemical CO₂ Conversion – Turning emissions into valuable chemicals and fuels
Banduka, Dusica
A factsheet from the EU-funded WaterProof project explaining electrochemical CO2 conversion, which uses renewable electricity to turn CO2 into platform molecules like syngas, formic acid, methanol and ethylene. As part of CCU, it keeps carb…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
WaterProof Project Interview with Erik Verbeek (CoralTech): Scale-up, procurement, construction, assembly and integration of the electrochemical demonstration unit
Banduka, Dusic, Verbeek, Erik
The EU-funded WaterProof project demonstrates an electrochemical CCU route converting CO2 from waste and wastewater treatment into formate and then formic acid. Dutch firm CoralTech leads scale-up, procurement, construction, assembly and in…
Peer-reviewedJournal#CCUS
Seawater Electrolysis Enables Multipathway Climate Change Mitigation through Atmospheric Carbon Dioxide Removal, Renewable Hydrogen Production, and Cement and Concrete Decarbonization.
(著者不明)
This work proposes seawater electrolysis as a multipathway climate mitigation route, linking atmospheric CO2 removal, renewable hydrogen production, and cement/concrete decarbonization. It highlights how a single technology platform could a…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#CCUSDOI
Unlocking deep decarbonization of BF–BOF steel mills through CaL-based heat integration: Technical and prospective economic analysis of CCS and CCUS pathways
Cristian Barón, Begoña Peña, Manuel Bailera +1
This study integrates calcium looping (CaL)-based heat integration into BF–BOF steelmaking to assess the technical and prospective economic viability of CCS and CCUS decarbonization pathways. It examines a realistic route to deep decarboniz…
Peer-reviewedCNJournalSustainability Switzerland2024#CCUSDOI
Investment Decisions of CCUS Projects in China Considering the Supply–Demand Relationship of CO2 from the Industry Symbiosis Perspective
Sun B.
This study analyzes investment decisions for CCUS projects in China, incorporating CO2 supply–demand relationships through an industrial symbiosis lens. It examines how matching CO2 sources and sinks affects project economics and investment…
Peer-reviewedJournalProcesses2025#CCUSDOI
Monte Carlo Sensitivity Analysis for a Carbon Capture, Utilization, and Storage Whole-Process System
Han Z.
This study applies Monte Carlo sensitivity analysis to a whole-process CCUS system spanning capture, transport, utilization, and storage. It quantifies how uncertain parameters drive overall cost and emission-reduction outcomes, offering a …
Peer-reviewedJournalEnvironmental Engineering Research2025#CCUSDOI
Life cycle GHG emissions reduction of an integrated CCUS system for combined heat and power plants
Yi S.
A life cycle assessment of an integrated CCUS system applied to combined heat and power (CHP) plants. It quantifies the GHG emissions reduction potential of adding carbon capture, utilization and storage to cogeneration. Though no abstract …
Peer-reviewedJournalProcesses2025#CCUSDOI
Machine Learning in Carbon Capture, Utilization, Storage, and Transportation: A Review of Applications in Greenhouse Gas Emissions Reduction
Du X.
A review surveying machine-learning applications across carbon capture, utilization, storage, and CO2 transportation. It organizes ML use for process optimization, storage-site characterization, leak detection, and transport network efficie…
Peer-reviewedJournalSustainability Switzerland2025#CCUSDOI
Bridging the Gap: Multi-Stakeholder Perspectives on the Role of Carbon Capture and Storage (CCS)/Carbon Capture Utilization and Storage (CCUS) in Achieving Indonesia’s Net Zero Emissions
Rimbono R.
This study examines CCS/CCUS as a pathway to Indonesia's net-zero emissions through multi-stakeholder perspectives. It surfaces gaps in expectations and policy challenges among government, industry, and finance actors, highlighting the need…
Peer-reviewedJournalAdvanced Sustainable Systems2026#CCUSDOI
Progress in Large-Scale Carbon Capture Deployment: Status, Challenges, and Prospects
Zentou H.
A review of large-scale carbon capture and storage deployment, surveying current status, technical, economic and institutional challenges, and future prospects. It frames CCS's role in decarbonization pathways and the barriers to scaling.
Peer-reviewedJournalJournal of Environmental Policy and Planning2023#CCUSDOI
Ecological modernisation wanderings: ambivalent framing and unstable coalitions in the development of Carbon Capture, Utilisation, and Storage (CCUS) in France
Chailleux S.
This paper examines the development of CCUS in France through the lens of ecological modernisation. The title signals ambivalent framing of the technology and unstable coalitions among its proponents. It highlights the political and discurs…
Peer-reviewedJournalScience of the Total Environment2024#CCUSDOI
CO2 utilization for concrete production: Commercial deployment and pathways to net-zero emissions
Zhang D.
A study examining commercial deployment of CO2 utilization in concrete production and pathways toward net-zero emissions. It likely assesses how carbon-cured concrete can contribute to decarbonizing construction and what barriers remain to …
Risk Management in Rock Engineering: EUROCK 2026 Proceedings, Volume 12026#CCUSDOI
Thermal Shock Sensitivity of Limestone Rock Under Rapid CO₂-Induced Cooling
Fawad Sheikh, Ákos Török
This study experimentally examines how rapid cooling during CO2 injection affects host rock in CCS reservoirs. Limestone tensile and compressive strength were measured before and after dry-ice-induced thermal shock to quantify damage rates …
Peer-reviewedJournalChemistrySelect2026#CCUSDOI
CO
2
Capture and Conversion to Fuels Using Renewable Energy
Yogya Dhull, Piyushi Kumari, Anushka Simalti +2
This review systematically examines renewable-energy-driven CO2 capture and utilization (CCU), focusing on material–process relationships. It assesses adsorption/absorption systems (zeolites, MOFs, COFs, ionic liquids, deep eutectic solvent…
Peer-reviewedJournalNanoscale2026#CCUSDOI
Boosting whole-process CO2 capture via dual-pathway synergy by spatially hierarchical sites on carbon-based nanomaterials.
Meng-Cheng Zhan, Jing-Wen Jiang, Ting-Ting Xia +8
This work designs spatially hierarchical sites on carbon-based nanomaterials to boost whole-process CO2 capture through dual-pathway synergy. It targets improved CCUS performance via materials engineering. Details are limited as no abstract…
Peer-reviewed🇨🇳 ChinaJournalNanomaterials2026#CCUSDOI
Multifunctional Nanomaterials for the Carbon Dioxide Geological Utilization and Storage: Applications and Technical Challenges
Shen Mao, Pengwei Fang, Yan Zhu +2
This review surveys nanomaterials for enhancing CO2 geological utilization and storage (CGUS), a key CCUS pathway. It examines metal oxide, carbon-based, and inorganic (e.g., SiO2) nanomaterials, their functionalization potential, and barri…
🇨🇳 ChinaDatasetScienceDB2026#CCUSDOI
lanthanide single-atoms promote asymmetric carbon–carbon coupling of the electrochemical reduction of carbon dioxide at ampere-level current density
Li Zhenxing, Wenxing Chen, chen bing yu +7
The study synthesizes lanthanide single-atom-doped CuO nanocube catalysts for electrochemical CO2 reduction, achieving asymmetric carbon–carbon coupling at ampere-level current density with 10-hour stability. In-situ spectroscopy and DFT ca…
Peer-reviewedJournalJournal of Earth and Environmental Sciences Research2026#CCUSDOI
From Oil Palm Residues to Engineered Carbon: Biochar and Activated Carbon Pathways for Carbon Removal, Environmental Purification, and a Circular Bioeconomy
Loso Judijanto
A qualitative review of whether oil-palm residues (EFB, PKS, fibre, fronds, trunks) can become feedstocks for biochar and engineered activated carbon, synthesizing literature from 2020 onward. Feedstock composition and thermochemical condit…