AI for Materials Discovery

Artificial IntelligenceUpdated Oct 5, 2026Version v1

Evidence

Public papers linked to this topic and used as evidence for gaps, timelines, and knowledge views.

83 papers

Showing 37-48 of total 83 evidence records.

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2025CrossrefDirectly related10 citations

Artificial Intelligence and Generative Models for Materials Discovery: A Review

Albertus Denny Handoko; Riko I Made

Jan 1, 2025World Scientific Annual Review of Functional Materials

2024CrossrefDirectly related2 citations

Exploring phase transitions in CdSe: a machine learning and swarm intelligence approach

Meiyan Wang; Rishi Rao; Li Zhu

Dec 26, 2024Journal of materials Informatics

2024CrossrefDirectly related5 citations

Predictive models for inorganic materials thermoelectric properties with machine learning

Delchere Don-tsa; Messanh Agbeko Mohou; Kossi Amouzouvi; Malik Maaza; Katawoura Beltako

Sep 1, 2024Machine Learning: Science and Technology

2024Semantic ScholarDirectly related0 citations

Quantum-Chemistry Enabled AI for Materials Discovery for Energy Storage

R. Assary

Aug 9, 2024ECS Meeting Abstracts0 influential

2024OpenAlexDirectly related128 citations

Accelerating Computational Materials Discovery with Machine Learning and Cloud High-Performance Computing: from Large-Scale Screening to Experimental Validation

Chi Chen; Dan Thien Nguyen; Shannon Lee; Nathan Baker; Ajay Karakoti; Linda Lauw; Craig Owen; Karl T. Mueller; Brian A. Bilodeau; Vijayakumar Murugesan; Matthias Troyer

Jul 9, 2024Journal of the American Chemical Society

2024CrossrefDirectly related5 citations

Advancing sustainability: Biodegradable electronics and materials discovery through artificial intelligence

Mahboubeh Motadayen; Nehru Devabharathi; Shweta Agarwala

Jul 3, 2024International Journal of AI for Materials and Design

2024CrossrefSupporting evidence5 citations

Predicting materials properties with generative models: applying generative adversarial networks for heat flux generation

Qi Kong; Yasushi Shibuta

May 15, 2024Journal of Physics: Condensed Matter

2024Semantic ScholarSupporting evidence1 citations

AI for Materials Innovation: Self-Improving Photosensitizer Discovery System via Bayesian Search with First-Principles Simulation

Bin Liu

May 13, 2024The Web Conference0 influential

2024Semantic ScholarSupporting evidence1 citations

AI for Materials Design and Discovery Using Atomistic Scale Information [Industrial and Governmental Activities]

Massimiliano Lupo Pasini

May 1, 2024IEEE Computational Intelligence Magazine0 influential

2023OpenAlexSupporting evidence28 citations

AI-enabled materials discovery for advanced ceramic electrochemical cells

Idris Temitope Bello; Ridwan Taiwo; Oladapo Christopher Esan; Adesola Habeeb Adegoke; Ahmed Olanrewaju Ijaola; Zheng Li; Siyuan Zhao; Chen Wang; Zongping Shao; Meng Ni

Nov 9, 2023Energy and AI

2023CrossrefSupporting evidence8 citations

Predictive Modeling of Molecular Mechanisms in Hydrogen Production and Storage Materials

Tanumoy Banerjee; Ganesh Balasubramanian

Sep 3, 2023Materials

2023CrossrefDirectly related45 citations

Machine Learning Approches for Evaluating the Properties of Materials

Nanna Ahlmann Ahm

Jun 10, 2023Journal of Computational Intelligence in Materials Science