Most-cited Materials Science papers of 2023, with free PDFs
The 25 most-cited Materials Science research papers published in 2023, ranked by citations in OpenAlex, with their original abstracts and free PDFs where available.
- Scaling deep learning for materials discovery
Amil Merchant, Simon Batzner et al. · 2023 · 1,478 citations · Free PDF - Raman spectroscopy of carbon materials and their composites: Graphene, nanotubes and fibres
Zheling Li, Libo Deng et al. · 2023 · 1,129 citations - A review on nanoparticles: characteristics, synthesis, applications, and challenges
Khadijah A. Altammar · 2023 · 1,068 citations · Free PDF - Progressing nanotechnology to improve targeted cancer treatment: overcoming hurdles in its clinical implementation
Mohammad Chehelgerdi, Matin Chehelgerdi et al. · 2023 · 1,063 citations · Free PDF - Smart nanoparticles for cancer therapy
Leming Sun, Hongmei Liu et al. · 2023 · 1,044 citations · Free PDF - A comprehensive review of natural fibers and their composites: An eco-friendly alternative to conventional materials
Issam Elfaleh, Fethi Abbassi et al. · 2023 · 1,034 citations - Autonomous chemical research with large language models
Daniil A. Boiko, Robert MacKnight et al. · 2023 · 1,018 citations · Free PDF - Advances in drug delivery systems, challenges and future directions
Tobechukwu Christian Ezike, Ugochukwu Solomon Okpala et al. · 2023 · 1,004 citations - An autonomous laboratory for the accelerated synthesis of inorganic materials
Nathan J. Szymanski, Bernardus Rendy et al. · 2023 · 1,001 citations · Free PDF - Interpretation of Oxygen 1s X-ray Photoelectron Spectroscopy of ZnO
Terry James Frankcombe, Yun Liu · 2023 · 925 citations - The CCP 4 suite: integrative software for macromolecular crystallography
Jon Agirre, Mihaela Atanasova et al. · 2023 · 917 citations · Free PDF - CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling
Bowen Deng, Peichen Zhong et al. · 2023 · 913 citations · Free PDF - Nanoparticles as Drug Delivery Systems: A Review of the Implication of Nanoparticles’ Physicochemical Properties on Responses in Biological Systems
Azeez Yusuf, Awatif Rashed Z. Almotairy et al. · 2023 · 912 citations · Free PDF - A comprehensive review of ultrasonic assisted extraction (UAE) for bioactive components: Principles, advantages, equipment, and combined technologies
Lipeng Shen, Shuixiu Pang et al. · 2023 · 876 citations - Nanomedicine in cancer therapy
Dahua Fan, Yongkai Cao et al. · 2023 · 874 citations · Free PDF - Small data machine learning in materials science
Pengcheng Xu, Xiaobo Ji et al. · 2023 · 869 citations · Free PDF - Cellulose: A Review of Water Interactions, Applications in Composites, and Water Treatment
Anita Etale, Amaka J. Onyianta et al. · 2023 · 823 citations - Nanoparticles‐induced potential toxicity on human health: Applications, toxicity mechanisms, and evaluation models
Lihui Xuan, Zhao Ju et al. · 2023 · 805 citations - Controlled Distributed Ti 3 C 2 T x Hollow Microspheres on Thermally Conductive Polyimide Composite Films for Excellent Electromagnetic Interference Shielding
Yali Zhang, Kunpeng Ruan et al. · 2023 · 767 citations - Effects of oxygen-containing functional groups on carbon materials in supercapacitors: A review
Chunjuan Qiu, Lili Jiang et al. · 2023 · 765 citations - Direct synthesis and chemical vapor deposition of 2D carbide and nitride MXenes
Di Wang, Chenkun Zhou et al. · 2023 · 750 citations · Free PDF - Nanomaterials: An overview of synthesis, classification, characterization, and applications
Bawoke Mekuye, Birhanu Abera · 2023 · 750 citations - Silver Nanoparticles: Bactericidal and Mechanistic Approach against Drug Resistant Pathogens
Pragati Rajendra More, Santosh Pandit et al. · 2023 · 744 citations · Free PDF - Bimetallic Sites for Catalysis: From Binuclear Metal Sites to Bimetallic Nanoclusters and Nanoparticles
Lichen Liu, Avelino Corma · 2023 · 698 citations - Learning local equivariant representations for large-scale atomistic dynamics
Albert Musaelian, Simon Batzner et al. · 2023 · 687 citations · Free PDF
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