Litcius/Paper detail

Artificial Intelligence‐Based Material Discovery for Clean Energy Future

Reza Maleki, Mohsen Asadnia, Amir Razmjou

2022Advanced Intelligent Systems40 citationsDOIOpen Access PDF

Abstract

Artificial intelligence (AI)‐assisted materials design and discovery methods can come to the aid of global concerns for introducing new efficient materials in different applications. Also, a sustainable clean future requires a transition to a low‐carbon economy that is material‐intensive. AI‐assisted methods advent as inexpensive and accelerated methods in the design of new materials for clean energies. Herein, the emerging research area of AI‐assisted material discovery with a focus on developing clean energies is discussed. The applications, advantages, and challenges of using AI in material discovery are discussed and the future perspective of using AI in clean energy is studied. This perspective paves the way for a better understanding of the future of AI applications in clean energies.

Topics & Concepts

Clean energyPerspective (graphical)Clean technologyComputer scienceNanotechnologyBiochemical engineeringProcess engineeringEngineeringArtificial intelligenceMaterials scienceEnvironmental engineeringLawPolitical scienceMachine Learning in Materials ScienceElectronic and Structural Properties of OxidesAdvanced Photocatalysis Techniques