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AI for Materials Discovery

Artificial IntelligenceUpdated Oct 5, 2026Version v1

Knowledge Timeline Gaps (1)Evidence (83)Community (0)

Evidence

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

51 papers

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All83 Core33 Supporting51 Background0

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Showing 1-12 of total 51 evidence records.

Open a paper to inspect abstract, source links, and topic context.

2027PubMedSupporting evidence

Artificial intelligence-guided nanozyme engineering for chronic wound healing: from rational design to precision therapeutics.

Yang D; Zheng Z; Wang H; Zhao H; Li Z; Liu Y; Xiong Y; Luo Z

Jan 1, 2027Bioactive materials

2026CrossrefSupporting evidence0 citations

Improving predictive modeling in materials science based on data augmentation approach

Mohamed Hamidi; Mohamed Loutou

Jul 10, 2026Journal of Materials Science: Materials in Engineering

2026CrossrefSupporting evidence0 citations

Transport Novelty Distance: A Distributional Metric for Evaluating Material Generative Models

Paul Hagemann; Simon Müller; Janine George; Philipp Benner

Jul 6, 2026Journal of Physics: Materials

2026CrossrefSupporting evidence0 citations

AI-Driven Optical Metamaterial Design: A Platform-Oriented Review

Guangyao Xu; Xiaolong Wei; Changhui Shen; Tongtong Song; Hongchen Chu; Jie Luo; Yun Lai

Jul 2, 2026AI Materials

2026CrossrefSupporting evidence0 citations

AI/ML Enabled High‐Throughput Design and Synthesis for Energetic Molecules

Wen Qian

May 19, 2026Materials Genome Engineering Advances

2026CrossrefSupporting evidence1 citations

Artificial Intelligence at the Intersection of Chemistry and Materials Science

Tomas Gregan; Juraj Gregan

Mar 2, 2026AI

2026CrossrefSupporting evidence9 citations

AI-powered open-source infrastructure for accelerating materials discovery and advanced manufacturing

Mariangeles Salas; Anand Singh; Carlos Pignataro; Lokendra Pal

Feb 17, 2026Communications Materials

2026PubMedSupporting evidence

Covalent Organic Frameworks in Smart Food Packaging: Advances, Challenges, and Future Prospects.

Esteghlal S; Daneshgar H; Rabiee N; Khalesi M

Jan 1, 2026Comprehensive reviews in food science and food safety

2026PubMedSupporting evidence

A critical review of artificial intelligence in biomaterials science from machine learning and explainable AI to real-time adaptive materials.

Puspitasari A; Duong TKN; Wibowo AF; Doan VHM; Vo TT; Choi J; Kim YH; Ahn JS; Mondal S; Oh J

Jan 1, 2026Biomaterials advances

2026PubMedSupporting evidence

Artificial Intelligence in Biomaterials: Revolutionizing Design and Manufacturing.

Liu Y; Wang Z; Wei H; Ding X; Fan Y

Jan 1, 2026Journal of biomedical materials research. Part A

2026PubMedSupporting evidence

Magnetoelectrocatalysis at the frontier: advanced quantum materials, mechanistic insights, and application landscapes.

Mitra K; Samanta S; Ghorai UK

Jan 1, 2026Chemical Society reviews

2026PubMedSupporting evidence

Raw Data as the Verification Layer: Why AI-Driven Materials Discovery Needs Experimental Infrastructure.

Reeves-McLaren N

Jan 1, 2026ACS omega

Page 1 of 5Showing 1-12 of total 51 results.

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AI for Materials Discovery — Research Evidence and Topic Memory | Kritoma