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-reviewedJournalNature2026#CCUSDOI
CO2 subsurface mineral storage by its co-injection with recirculating water
E. Oelkers, S. Arkadakskiy, Z. Ahmed +12
This paper reports an industrial-scale pilot project in western Saudi Arabia that demonstrates CO2 mineral storage in mafic and ultramafic rocks using recirculated subsurface fluids, eliminating the need for external water. The approach add…
Peer-reviewedCNJournalScience Advances2026#Scope 1/2DOI
China’s petrochemical plants’ CO2 emissions and high-impact contributors for carbon-neutrality production
Xiujing Chen, Tianyang Lei, Weichen Zhao +3
This study analyzes CO2 emissions from 3,119 petrochemical plants in China, covering 123 products and 185 processes. Annual emissions are estimated at 813.7 Mt CO2 (±25%). Low-carbon substitutions can reduce carbon intensity by up to 2.9 tC…
Peer-reviewed🌍 GlobalJournalJournal of Petroleum Technology2026#CCUSDOI
Deep-Learning Technique Optimizes Sequestration, Oil Production in CCUS Projects
C. Carpenter
This study applies a temporal fusion transformer (TFT) deep-learning model to optimize CO2 sequestration and oil production in CCUS projects. Using data from six legacy CO2 EOR fields in the Permian Basin, it evaluates various water-alterna…
Peer-reviewed🌍 GlobalJournalJournal of Information Systems Engineering & Management2026#EV & TransportDOI
AI-Based Carbon Emissions Monitoring for Electric Vehicles: A Technical Review
Raghavendra Kurva
This technical review examines AI and machine learning approaches for real-time carbon footprint monitoring of electric vehicles (EVs). By integrating data from sensors, vehicle systems, and recycling facilities, dynamic emission profiles a…
Peer-reviewedJournalIOP Conference Series: Earth and Environment2026#CCUSDOI
Utilization of captured carbon for fuel and chemical synthesis
C. Tan, C. T. Yaw, J. S. P. Koh +2
This mini-review introduces carbon capture and utilization (CCU) technologies, focusing on thermochemical and electrochemical conversion of CO2 into fuels and chemicals such as syngas, ethanol, methanol, and methane. It outlines the mechani…
Peer-reviewedCNJournalEnvironmental Science and Ecotechnology2026#Carbon AccountingDOI
Plant-level carbon accounting of China's pulp and paper industry via multimodal fusion
Song Hu, Hua-Zhe Qi, Zifei Wang +3
This study proposes a multimodal data fusion framework integrating high-resolution remote sensing and plant textual data for plant-level carbon accounting in China's pulp and paper industry. Applied to 720 plants, it estimates 163.6 Mt CO2 …
Peer-reviewedCNJournalScience Advances2026#CCUSDOI
Scalable nanoconfined ionic liquid membranes with ultrapermeance and ultraselectivity for efficient CO2 capture
Fan Wang, D. Behera, Bratin Sengupta +2
This study developed a nanoconfined ionic liquid membrane using single-walled carbon nanotubes and CO2-selective ionic liquid, achieving CO2 permeance of 1654 GPU and CO2/N2 selectivity of 1132. Under simulated flue gas conditions, it enric…
Peer-reviewed🌍 GlobalJournalTechnology & Innovation2026#CCUSDOI
No climate neutrality without creating a circular carbon economy
Célia Sapart
This paper argues that phasing out virgin fossil carbon is essential for climate neutrality, but sectors like chemicals, materials, aviation, and maritime will still need carbon. Carbon Capture and Utilisation (CCU) can replace fossil carbo…
Peer-reviewed🌍 GlobalJournalAdvanced Materials Interfaces2026#CCUSDOI
Integrating Direct Air Capture Technology and Plasma Based Calcination for Sustainable Syngas and Concrete – An Experimental Investigation
V. Seithümmer, S. Kaufmann, Felix Jonathan Brucker +3
This paper presents a novel fully electrified CO2 loop integrating direct air capture (DAC) with plasma-based calcination. Atmospheric CO2 is captured via alkaline absorption, solidified as CaCO3, then decomposed by rotating gliding arc pla…
🌍 GlobalConferenceOffshore Technology Conference Asia2026#CCUSDOI
Defining the Gold Standard for CO2 Specification Across the CCUS Value Chain
S. Stokes, C. Philips, H. Haghighi
This paper presents industry guidelines for setting CO2 impurity specifications across the CCUS value chain, developed by a Joint Industry Project (JIP) involving 12 operators and 6 research institutions. It introduces a holistic approach t…
Peer-reviewedJournalSustainability2026#Energy TransitionDOI
Systemic Carbon Lock-In Dynamics and Optimal Sustainable Reduction Pathways for a Just Industrial Transition in South Africa
O. Inah, P. Sotenga, U. Akuru
This study analyzes decarbonization pathways for South Africa's manufacturing sector using an integrated Kaya-LMDI decomposition and genetic algorithm optimization. Historical analysis shows emissions growth driven by residual carbon factor…
ConferenceOffshore Technology Conference2026#CCUSDOI
An Alternative for Injectivity Measurements in Secondary-Tertiary Recovery and CCUS Operations
G. García, F. Dubost, H. Dumont +6
This paper introduces a novel technology for in-situ injectivity testing in reservoirs, crucial for secondary/tertiary recovery and CCUS operations. It uses a modified deep transient testing technique with a surface-controlled circulating s…
Peer-reviewedJournalJournal of the American Chemical Society2026#CCUSDOI
Scalable Carbon Dioxide Capture Using Clay-Derived Zeolites via Atomic Rearrangement.
Jinlei Li, Junyan Li, Siyuan Fang +14
This study reports scalable synthesis of Linde Type A zeolite from halloysite clay via atomic rearrangement, achieving CO2 adsorption capacity of 5.0 mmol/g, high CO2/N2 selectivity (178), and robust cyclic stability. The transformation fro…
Peer-reviewed🌍 GlobalJournalNational Science Review2026#CCUSDOI
Kaolin-derived zeolite enables high-performance carbon capture with gigaton-scale potential
Jinlei Li, Junyan Li, Siyuan Fang +5
This study demonstrates that kaolin clay can be converted into high-performance LTA zeolite for CO2 capture, achieving record adsorption capacities across a wide concentration range (from ambient air to flue gas) with excellent cycling stab…
Peer-reviewed🌍 GlobalJournalProcesses2026#CCUSDOI
Multi-Scale Digital Twin Framework with Physics-Informed Neural Networks for Real-Time Optimization and Predictive Control of Amine-Based Carbon Capture: Development, Experimental Validation, and Techno-Economic Assessment
Mansour Almuwallad
This study develops a multi-scale digital twin framework integrating physics-informed neural networks for real-time optimization and predictive control of amine-based CO2 capture. Validated against pilot-scale data, it achieves temperature …
Peer-reviewed🌍 GlobalJournalAustralian Energy Producers Journal2026#CCUSDOI
Reducing the cost of CO2 capture by improving the solvent regeneration process
J. Pandit, Saw Hong Lim, K. Chan
This paper addresses the high energy consumption of solvent regeneration in CO2 capture, which accounts for over 80% of total energy demand. CO2CRC's novel hybrid capture technology reduces regeneration costs through lower temperatures, red…
Peer-reviewedJournalThe University Journal2026#Disclosure InfrastructureDOI
Influence of Corporate Sustainability Reporting Directive on Environmental, Social, and Governance Risk Management Strategies among Companies Listed on the Nairobi Securities Exchange
D. M. Kinyua
This exploratory study analyzes the influence of the EU's Corporate Sustainability Reporting Directive (CSRD) on ESG risk management strategies of five leading companies listed on the Nairobi Securities Exchange. Findings indicate that whil…
Peer-reviewedJournalSocial Science Research Network2026#Disclosure InfrastructureDOI
Trust and Credibility in Sustainability Reporting
G. Ormazabal
This paper examines mechanisms for generating trust in sustainability reporting, arguing that credibility requires a village of stakeholders (boards, capital providers, regulators, etc.) each contributing through different channels. It iden…
Peer-reviewed🇪🇺 EuropeJournalZeszyty Teoretyczne Rachunkowości2026#Climate FinanceDOI
Climate-related financial effects: Disclosure challenges after Corporate Sustainability Reporting Directive implementation
Paweł Szalacha
This paper compares CSRD/ESRS E1 disclosure requirements with actual reporting practices of Polish companies in environmentally impactful sectors. Content analysis of 2024 reports shows progress in narrative descriptions of climate risks bu…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#ESGDOI
Not All Green Lies Are Equal: Governance Strength and Financial Pressure Across ESG Reporting Biases in Family‐Dominated Markets
B. Solikhah, Ching‐Lung Chen, Pei‐Yu Weng
This study examines how governance strength, financial pressure, and family control influence ESG reporting biases (overstatement and understatement). Strong governance reduces greenwashing, while high short-term financing risk increases it…