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-reviewedJournalInternational Journal of Data Science and IoT Management System2026#Energy EfficiencyDOI
Advanced Ensemble and Neural Fusion Techniques for Sustainable Energy Carbon Reduction Prediction
E. Mahesh, Kethiri Pradeep Reddy, Shaik Sohail Thanveer +1
This study applies machine learning models (Logistic Regression, XGBoost, Extra Trees) and a hybrid Neuro-Tree Fusion (NTF) model integrating Graph Polynomial Neural Network and Deep Neural Decision Tree to classify carbon emission reductio…
Peer-reviewedJournalMolecules2026#CCUSDOI
Phase Behaviour of Binary Mixtures Involving Near-Critical and Supercritical Carbon Dioxide-A Review.
P. Ghoderao, Patrice Paricaud
This review compiles experimental phase equilibrium data for binary mixtures with supercritical CO2, covering VLE, LLE, and critical data for hydrocarbons, alcohols, ionic liquids, and other components under industrially relevant conditions…
Peer-reviewedJournalPanamerican Mathematical Journal2026#CCUSDOI
Prediction and Control of Carbon Dioxide Frost Points in Cryogenic Systems Using Peng-Robinson Equation of State with Lagrange’s Cubic Solver
Ganti Srikanth, G. Sudheer, U. Devi
This paper presents a thermodynamic framework for predicting CO2 frost points in cryogenic systems using the Peng-Robinson equation of state with Lagrange's cubic solver, achieving superior numerical stability over Cardano's method. Validat…
Peer-reviewedJournalCatalysts2026#HydrogenDOI
Micro- and Mesoporous Silica-Based Materials as Support Catalysts in Reforming Reactions
Chiara Nunnari, A. Fotia, A. Malara +2
This paper presents a holistic review of micro- and mesoporous silica-based materials as catalyst supports in reforming reactions for hydrogen production. It systematically correlates catalytic performance with support surface properties, c…
Peer-reviewedJournalInternational Journal for Sciences and Technology2026#CCUSDOI
GASEOUS EMISSIONS: COMPOSITION, ECOLOGICAL AND TOXIC HAZARDS, TREATMENT METHODS. TECHNOLOGY FOR HANDLING TOXIC AND HAZARDOUS WASTE
Umid Ismoilov Isakovich
This paper reviews the composition and ecological/toxic hazards of gaseous emissions from industrial, transport, and technogenic sources, examining their impacts on atmospheric processes. It surveys treatment technologies including CCUS, gr…
Peer-reviewedCNJournalSustainability2026#OtherDOI
Benchmark Operational Condition Multimodal Dataset Construction for the Municipal Solid Waste Incineration Process
Yapeng Hua, Jian Tang, Hao Tian
This study constructs a benchmark multimodal dataset for the operational status of municipal solid waste incineration (MSWI) processes. It aligns process data with combustion flame video on a minute scale, using machine vision for combustio…
Peer-reviewedJournalAsia-Pacific Journal of Chemical Engineering2026#CCUSDOI
From Bench to Bulk: Investigating Kinetics, Recyclability, and Scale‐Up of ZIF‐67
A. Singh, Manishkumar D. Yadav
This study systematically investigates the effects of key parameters (impeller speed, molar ratio, temperature, aging time, solvent) on ZIF-67 synthesis via coprecipitation. Kinetic analysis reveals mass transfer control with low activation…
Peer-reviewedCNJournalSustainability2026#OtherDOI
Prospective Environmental Assessment of Citric Acid Production: An Integrated Framework of Ex-Ante LCA and Technological Learning
Shuting Chen, Jin Wang, Ayueerguli Abuduniyazi +4
This paper compares three citric acid recovery technologies at different readiness levels using an ex-ante LCA framework that integrates technological learning curves with energy transition scenarios. It finds that while current industrial …
Peer-reviewedJournalBioresource Technology2026#OtherDOI
Green seaweed Ulva spp. bioprocessing: Bioactive molecules, emerging extraction technologies, and industrial applications in the circular bioeconomy.
T. Wichard, Paula Mapelli-Brahm, F. J. Barba +8
This review summarizes green extraction technologies (ultrasound, microwave, enzyme-assisted, supercritical fluids) for bioactive compounds from Ulva seaweed, including ulvans, proteins, pigments. It highlights industrial applications in fo…
Peer-reviewedJournalOpen Research Europe2026#OtherDOI
Scaling glucose-based rhamnolipid production with engineered Pseudomonas putida: Environmental and economic challenges from plasmid-based pilot test to antibiotic-free industry simulation
Sebastian Ospina-Corral, Delphine Devriese, I. de las Heras +6
This study evaluates the environmental and economic sustainability of rhamnolipid production from glucose using engineered Pseudomonas putida. Pilot data (30L and 150L) were used to simulate industrial-scale production. LCA and LCC identifi…
Peer-reviewedJournalTRENDS IN THE SCIENCES2026#CCUSDOI
Comparison of Microalgae Harvesting Methods: Technical Efficiency and Economic Feasibility for Scalable Biofuel Production
A. Budiarto, Ari Hardianto, Abu Bakar M.I. Syihab +4
This review compares microalgae harvesting methods (centrifugation, filtration, coagulation-flocculation) for BioCCU systems. Based on data from an Indonesian power plant, it finds coagulation-flocculation has the best energy performance (N…
Peer-reviewed🌍 GlobalJournalNature Environment and Pollution Technology2026#OtherDOI
Cellulose-Based Materials as a Sustainable Alternative to Plastics: Mitigating Environmental Pollution Through Biodegradability and Reduced Toxicity
B. S. Ojelade, R. Nethanani, P. O. Adesoye
This review explores cellulose materials as sustainable alternatives to petroleum-based plastics, highlighting their biodegradability and non-toxic degradation. Cellulose from renewable sources like timber and agricultural waste has lower e…
Peer-reviewedJournalInternational Journal of Biological Macromolecules2026#OtherDOI
Eco-friendly chitosan-based hydrogel for coal dust suppression via salting-out effect.
Shihang Li, Jinjing Liu, Jiayi Li +7
This study developed a bio-based chitosan hydrogel dust suppressant using highly deacetylated chitosan and sodium citrate via salting-out. The hydrogel achieved ~75% water retention at 72 h, ~99% wind erosion resistance for 3-7 days, and ~9…
Peer-reviewedJournalCommunications Materials2026#CCUSDOI
Operando 5D tomography uncovers carbonation-driven water transport and cracking in hydrated cement paste
Chakib El Faqir, A. Tengattini, B. Huet +2
This study uses operando 5D tomography to uncover water transport and cracking during carbonation in hydrated cement paste, contributing to understanding CO2 sequestration mechanisms in cementitious materials.
Peer-reviewedJournalAsian Journal of Social and Humanities2026#Energy TransitionDOI
Coal Downstream Potential in Central Kalimantan
D. Tanggara, Dody A.K. Wijaya, Wita Kristiana +4
This paper explores the potential for coal downstream processing in Central Kalimantan, Indonesia. It recommends technologies such as methanol/DME production, synthetic natural gas, coal liquefaction, coal-biomass briquettes, rare earth ext…
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#ESGDOI
Sustainable Corporate Finance: A Review of Theoretical Foundation, Industry Practices and Research Bibliometrics
Jasman Tuyon, Chia-Hsing Huang, Aidi Ahmi +2
This paper presents a bibliometric review of 588 documents on sustainable corporate finance (SCF) from 1983-2024. It finds that ESG reporting and SCF remain disconnected, with social and governance aspects underexplored. The review establis…
Peer-reviewedJournalEmerging markets finance & trade2026#ESGDOI
Recent Advances in Corporate ESG and CSR Engagement: The Role of Sustainable Finance and Government in Emerging Markets
Kam C. Chan, Yuan‐Teng Hsu
This paper reviews recent advances in corporate ESG and CSR engagement in emerging markets, focusing on the role of sustainable finance and government. It likely synthesizes drivers and barriers for ESG adoption in these contexts.
Peer-reviewedJournalFinance Research Letters2026#ESGDOI
Technological diversity, digital finance, and corporate sustainable development performance
Jianghang Gu, Yang Duan
This paper investigates the impact of technological diversity and digital finance on corporate sustainable development performance. It analyzes how digital finance adoption enhances technological diversity and improves sustainability metric…
Peer-reviewedJournalSocial Science Research Network2026#Climate FinanceDOI
The Role of Finance in Sustainable Development : Mobilizing Capital for a just Transition
Shubham Shivaji Sonar
This paper frames finance as both the circulatory and nervous system of sustainable development, highlighting a $4.2 trillion annual financing gap in developing countries. It examines theoretical frameworks and empirical evidence for aligni…
Peer-reviewedJournalInternational Journal of Accounting and Economics Studies2026#Transition FinanceDOI
Analysis of The Reality of Sustainable Finance In Iraq, for The Period (2009 – 2023)
Haider Saeed Haji, Dr. Ali Falah Hamza
This study analyzes the reality of sustainable finance in Iraq from 2009-2023, focusing on financial policy, institutions, and banking. Despite some progress after 2020, progress is slow due to weak institutional capacity and compliance. Th…