[HTML][HTML] Advancing green hydrogen purification: Multiscale evaluation of membrane processes using novel software, pySembrane

N An, B Gu, J Kim, S Ga - Renewable and Sustainable Energy Reviews, 2025 - Elsevier
Membrane-based separation processes are increasingly recognized as effective purification
systems for green hydrogen, produced through ammonia cracking technology. These …

[HTML][HTML] Transformative strategies in photocatalyst design: merging computational methods and deep learning

J Liu, L Liang, B Su, D Wu, Y Zhang… - Journal of Materials …, 2024 - oaepublish.com
Photocatalysis is a unique technology that harnesses solar energy through in-situ
processes, operating without the need for external energy inputs. It is integral to advancing …

Metal-organic frameworks for atmospheric water extraction: Kinetic analysis and stochastic programming under climate variability

J Kim, S Jamdade, Y Yuan, MJ Realff - Journal of Cleaner Production, 2024 - Elsevier
Increasing demands for sustainable and distributed freshwater sources drive the exploration
of water extraction from ambient air. This study presents a comprehensive computational …

Reaction pathway and anti-poisoning mechanism of Pt-based alloy catalysts in the ammonia oxidation reaction

J Zhang, T Yu, L Chen, Y Li, L Yang, H He, S Yin - Applied Surface Science, 2025 - Elsevier
In the electrochemical ammonia oxidation reaction (AOR), the alloying strategy is an
effective method to improve the activity of Pt-based catalysts. Nevertheless, its reaction …

Enhanced ammonia-cracking process via induction heating for green hydrogen: A comprehensive energy, exergy, economic, and environmental (4E) analysis

S Yun, J Im, J Kim, H Cho, J Lee - Chemical Engineering Journal, 2024 - Elsevier
Ammonia (NH 3) is gaining attention as a hydrogen carrier due to its high H 2 storage
capacity and ease of liquefaction at ambient temperatures. The conventional method of …

Application of machine learning in adsorption energy storage using metal organic frameworks: A review

NP Makhanya, M Kumi, C Mbohwa, B Oboirien - Journal of Energy Storage, 2025 - Elsevier
Tackling the issues posed by climate change and the need to reduce greenhouse gas
emissions has led to the development of novel adsorbent materials tailored for clean energy …