GX & Decarbonization Research

Yan Y.

This state-of-the-art review systematically examines the application of machine learning (ML) to carbon capture, utilisation, and storage (CCUS). It highlights ML's effectiveness in optimizing CO2 capture processes, monitoring storage sites…

Nele Petersen, Adam Slabon

This paper explores the potential of using carbon dioxide as a sustainable oxidant via photocatalysis, a fundamental study contributing to carbon capture and utilization (CCU). It highlights a novel direction for decarbonization technologie…

Subhajit Dutta, Jacopo Andreo, Nagore Barroso +13

This study systematically evaluates pH-dependent performance of MOFs for capturing dissolved CO2 and carbonate species from water. Comparing seven archetypal MOFs, it identifies three adsorption regimes: metal-site dominated under acidic co…

Dinesh Verma, Rajesh Vanshpati, Mithilesh Kumar Jha +2

This review summarizes recent advances in CO2 capture using MOFs, COFs, and deep eutectic solvents (DES). It highlights their advantages such as porosity, chemical stability, and low volatility, and analyzes capture mechanisms, structure-pr…

Viktor Koval, Natalia Ruzik, Piotr Olczak +3

This paper assesses the environmental impacts of carbon capture and storage (CCS) in coal-based power generation. It analyzes trade-offs between CO2 reduction and other environmental burdens, and discusses feasibility. Provides insights for…

Majdi Argoubi

This repository provides input data, parameters, and code for a two-stage distributionally robust optimization (DRO) model for planning a low-carbon industrial park integrating CCS and power-to-methanol (P2M). It includes two representative…

Zhang Y, Zeng H, Liu Q +3

This paper proposes a novel process to convert CO2 into graphite using active metal liquids like liquid magnesium, with metal recycling via metallurgy, achieving zero waste discharge. The produced graphite is a valuable material, ensuring e…

Dominiak, Adam, Rusowicz, Artur

This replication package provides Python scripts and data to reproduce the techno-economic assessment of cement CCS projects in Poland and Bulgaria. It includes parametric, cost, dynamic, marginal breakeven, Monte Carlo, and Shapley decompo…

Simonsen K.R.

This paper reviews challenges and trends in CO2 transportation, highlighting the importance of transport infrastructure in the CCUS value chain. It discusses technical and economic issues of pipelines and shipping, and outlines future prosp…

Akshay Mehta, K. Sonawane, P. Saini +3

This paper presents a digital CCUS subsurface monitoring framework integrating sparse seismic, 3D/4D seismic, and VSP data. It leverages AI/ML for plume tracking, leakage risk assessment, and uncertainty management. The modular, cloud-enabl…

Akshay Mehta, K. Sonawane, P. Saini +3

This paper proposes a KPI-driven digital platform for CCUS operations, integrating IoT, cloud, and predictive analytics to unify data from capture, transport, and storage. It enables real-time monitoring, anomaly detection, and automated ca…

Duewall C.M.

This paper quantifies the sustainability impacts of post-combustion carbon capture (PCC) using process simulation. It evaluates energy consumption, costs, and environmental burdens to reveal trade-offs and feasibility. Provides quantitative…

Heath S.

This paper examines the role of scale management in CCUS deployment, analyzing how scaling up technologies contributes to decarbonization goals. It focuses on economies of scale and infrastructure challenges, offering implications for polic…

V. S, Nithish S A

This review systematically examines the potential of microalgae and cyanobacteria for CO2 capture and utilization (CCU) and biorefinery development. Algae can be cultivated on non-arable land and integrated with industrial flue gas and wast…

Yujie Ying, Jintang Guo, Xiujian Xia +1

This paper develops a tertiary amine-modified polymer additive to mitigate carbonation corrosion in cement sheaths used in CCUS wells. The additive provides dual corrosion resistance mechanisms, enhancing cement durability under CO2-rich co…

Songwuit Chanthee, Malee Santikunaporn

This study developed porous carbon nanofibers (CNFs) from epoxidized natural rubber (ENR) and polyacrylonitrile (PAN) via electrospinning. The 20ENR-CNF sample achieved the highest CO2 uptake of 4.35 mmol/g at 273 K and 1 bar, attributed to…

Mariam Mohamed Bahaa eldein, Sama Yasser Bakr, Heba Ehab +2

This paper reviews the potential of advanced nanomaterials in carbon capture, renewable energy, and climate-adaptive agriculture. It suggests efficiency improvements and cost reductions but lacks specific data or empirical results.

Omer Shinnawy, Alicia Theresse Dumlao, Kiana Amini

This study examines the effects of pretreatment, electrolyte composition, and regeneration on Bi/BiOCl electrodes for electrochemical carbon capture. It finds that native oxide layers on commercial bismuth hinder activity, requiring electro…

Anu Lähteenmäki-Uutela, Jáchym Judl, Jari Silander +6

This study evaluates ocean alkalinity enhancement (OAE) using serpentinite gangue in the Baltic Sea, assessing CO2 removal potential, legal requirements, and economic viability. The carbon emission factor is estimated below 70 kg CO2e per t…

Xiaojia Tang, Kehan Wang, Siyuan Xu +6

This paper conducts a life cycle 3E (environmental, energy, economic) assessment of amine-based onboard carbon capture systems for ships, proposing a method to select optimal solvents. It provides quantitative evidence for technology choice…