Leveraging machine learning in porous media

M Delpisheh, B Ebrahimpour, A Fattahi… - Journal of Materials …, 2024 - pubs.rsc.org
The emergence of artificial intelligence (AI) and, more particularly, machine learning (ML),
has had a significant impact on engineering and the fundamental sciences, resulting in …

[HTML][HTML] Latest advances and challenges in carbon capture using bio-based sorbents: A state-of-the-art review

MR Ketabchi, S Babamohammadi, WG Davies… - Carbon Capture Science …, 2023 - Elsevier
Effective decarbonisation is key to ensuring the temperature rise does not exceed the 2° C
set by the Paris accords. Adsorption is identified as a key technology for post-combustion …

Durable superhydrophobic/superoleophilic melamine foam based on biomass-derived porous carbon and multi-walled carbon nanotube for oil/water separation

H Shayesteh, MS Khosrowshahi… - Scientific Reports, 2023 - nature.com
In the present study, fabrications of two eco-friendly superhydrophobic/superoleophilic
recyclable foamy-based adsorbents for oil/water mixture separation were developed …

Synthesis, characterization, and gas adsorption performance of an efficient hierarchical ZIF-11@ ZIF-8 core–shell metal–organic framework (MOF)

SR Hosseini, M Omidkhah, ZM Lighvan… - Separation and …, 2023 - Elsevier
In this paper, the solvent-assisted linker exchange (SALE) technique was successfully
applied for the synthesis of porous ZIF-11@ ZIF-8 core–shell composite structure metal …

Recent progress on advanced solid adsorbents for CO2 capture: from mechanism to machine learning

MS Khosrowshahi, AA Aghajari, M Rahimi… - Materials Today …, 2024 - Elsevier
Environmental pollution has become a serious issue due to the rapid development of
urbanization, industrialization, and vehicle traffic. Notably, fossil fuel combustion significantly …

Biomass waste as an alternative source of carbon and silicon-based absorbents for CO2 capturing application

R Suresh, L Gnanasekaran, S Rajendran, AA Jalil… - Chemosphere, 2023 - Elsevier
The production of low-cost solid adsorbents for carbon dioxide (CO 2) capture has gained
massive consideration. Biomass wastes are preferred as precursors for synthesis of CO 2 …

Wasted rose-derived porous carbons with unique hierarchical heteroatom-enriched structures as a high-performance supercapacitor electrode

AM Homayounfard, M Maleki, HBM Emrooz… - Journal of Materials …, 2024 - pubs.rsc.org
High-quality and low-cost activated carbons (ACs) are highly considered as high-
performance electrode materials for next-generation supercapacitors. Herein, self …

Natural Products Derived Porous Carbons for CO2 Capture

MS Khosrowshahi, H Mashhadimoslem… - Advanced …, 2023 - Wiley Online Library
As it is now established that global warming and climate change are a reality, international
investments are pouring in and rightfully so for climate change mitigation. Carbon capture …

ZIF-8@ Zn-MOF-74 core–shell metal–organic framework (MOF) with open metal sites: Synthesis, characterization, and gas adsorption performance

S Norouzbahari, ZM Lighvan, A Ghadimi, B Sadatnia - Fuel, 2023 - Elsevier
In this paper, an efficient hierarchical metal–organic framework (MOF), namely ZIF-8@ Zn-
MOF-74 with core–shell structure and coordinately open/unsaturated metal sites (OMS) was …

Modeling and Optimizing N/O-Enriched Bio-Derived Adsorbents for CO2 Capture: Machine Learning and DFT Calculation Approaches

M Rahimi, MH Abbaspour-Fard, A Rohani… - Industrial & …, 2022 - ACS Publications
The CO2 emission issue has triggered the promotion of carbon capture and storage (CCS),
particularly bio-route CCS as a sustainable procedure to capture CO2 using biomass-based …