Hydrogen storage via adsorption: A review of recent advances and challenges

AA Umar, MM Hossain - Fuel, 2025 - Elsevier
Hydrogen is a promising energy carrier, and its demand for various applications is rising,
projected to reach nearly USD 309.17 billion by 2030. Unfortunately, finding efficient and …

Broad range material-to-system screening of metal–organic frameworks for hydrogen storage using machine learning

X Wang, HM Breunig, P Peng - Applied Energy, 2025 - Elsevier
Hydrogen is pivotal in the transition to sustainable energy systems, playing major roles in
power generation and industrial applications. Metal–organic frameworks (MOFs) have …

Artificial Intelligence Meets Laboratory Automation in Discovery and Synthesis of Metal–Organic Frameworks: A Review

Y Zhao, Y Zhao, J Wang, Z Wang - Industrial & Engineering …, 2025 - ACS Publications
This review discusses the transformative impact of the convergence of artificial intelligence
(AI) and laboratory automation on the discovery and synthesis of metal–organic frameworks …

MOF-KAN: Kolmogorov–Arnold Networks for Digital Discovery of Metal–Organic Frameworks

X Wu, X Song, Y Yue, R Zheng… - The Journal of Physical …, 2025 - ACS Publications
Digital discovery of functional materials, such as metal–organic frameworks (MOFs), entails
accurate and data-efficient approaches to navigate complex chemical and structural space …