Papers citing Closed-loop optimization of nanoparticle synthesis enabled by robotics and machine learning
3D-printed microfluidic system for the in situ diagnostics and screening of nanoparticles synthesis parameters
Micro and Nano Engineering · 2023
В. В. Шаповалов, Sergei V. Chapek, Andrei A. Tereshchenko, Aleksei N. Bulgakov, Anton Pavlovich Bagliy, В. В. Волков, Petr Valeryevich Konarev, Mikhail A. Soldatov, Sergey A. Soldatov, Alexander Alexandrovich Guda, Alexander V. Soldatov
Read original paper ↗ ·Communicating Supraparticles to Enable Perceptual, Information‐Providing Matter
Advanced Materials · 2023
Jakob Reichstein, Stephan Müssig, Susanne Wintzheimer, Karl Sebastian Mandel
Read original paper ↗ ·Artificial Intelligence for Surface‐Enhanced Raman Spectroscopy
Small Methods · 2023
Xinyuan Bi, Lynlee L. Lin, Zhou Chen, Jian Ye
Read original paper ↗ ·Evolutionary Monte Carlo of QM Properties in Chemical Space: Electrolyte Design
Journal of Chemical Theory and Computation · 2023
Konstantin Karandashev, Jan Weinreich, Stefan Heinen, Daniel J. Arismendi‐Arrieta, Guido Falk von Rudorff, Kersti Hermansson, O. Anatole von Lilienfeld
Read original paper ↗ ·Toward Making Polymer Chemistry Autonomous
ACS Applied Engineering Materials · 2024
Sayan Basak, Abhijit Bandyopadhyay
Read original paper ↗ ·A mini review on the applications of artificial intelligence (AI) in surface chemistry and catalysis
Tenside Surfactants Detergents · 2024
Faisal Al‐Akayleh, Ahmed S.A. Ali Agha, Rami A. Abdel‐Rahem, Mayyas M. Al-Remawi
Read original paper ↗ ·Two-step machine learning-assisted label-free surface-enhanced Raman spectroscopy for reliable prediction of dissolved furfural in transformer oil
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2024
Fu Wan, Shufan Li, Yu Lei, Mingliang Wang, Ruiqi Liu, Kaida Hu, Yaoyang Xia, Weigen Chen
Read original paper ↗ ·When Metal Nanoclusters Meet Smart Synthesis
ACS Nano · 2024
Zhucheng Yang, Anye Shi, Ruixuan Zhang, Zuowei Ji, Jiali Li, Jingkuan Lyu, Jing Qian, Tiankai Chen, Xiaonan Wang, Fengqi You, Jianping Xie
Read original paper ↗ ·Automated synthesis and processing of functional nanomaterials: Advances and perspectives
Coordination Chemistry Reviews · 2024
Masoud Negahdary, Samuel B. Mabbott
Read original paper ↗ ·OCTOPUS: operation control system for task optimization and job parallelization via a user-optimal scheduler
Nature Communications · 2024
Hyuk Jun Yoo, Kwan‐Young Lee, Dong-Hun Kim, Sang Soo Han
Read original paper ↗ ·Convergence of Nanotechnology and Machine Learning: The State of the Art, Challenges, and Perspectives
International Journal of Molecular Sciences · 2024
Arnav Tripathy, Akshata Yashwant Patne, Subhra Mohapatra, Shyam S. Mohapatra
Read original paper ↗ ·Perspective—Rising Era of Green Semiconductors at Nanoscale: Challenges and Prospects
Journal of The Electrochemical Society · 2024
Vishal Chaudhary
Read original paper ↗ ·A data-driven approach to interfacial polymerization exploiting machine learning for predicting thin-film composite membrane formation
Materials Horizons · 2025
Gergő Ignácz, Muhammad Irshad Baig, Karuppasamy Gopalsamy, Andres Villa, Suzana P. Nunes, Bernard Ghanem, Tejus Shastry, Sanat K. Kumar, György Székely
Read original paper ↗ ·Biological Synthesis of Nanomaterials
Springer eBooks · 2025
Mayeen Uddin Khandaker, Habib Ullah
Read original paper ↗ ·Decision Authority Frameworks in Autonomous Materials Discovery Systems
Journal of Computational and Data-Driven Materials Engineering · 2025
Ravi Kumar, Neha Sharma, Arjun Nair
Read original paper ↗ ·Digitalisation of catalytic processes for sustainable production of biobased chemicals and exploration of wider chemical space
Catalysis Science & Technology · 2025
Firdaus Parveen, Anna Grace Slater
Read original paper ↗ ·From synthesis to properties: expanding the horizons of machine learning in nanomaterials research
Materials Horizons · 2025
Shanhui Diao, Qiong Wu, Shimei Li, Gang Xu, Xiangling Ren, Longfei Tan, Guihua Jiang, Peng Song, Xianwei Meng
Read original paper ↗ ·Machine learning approach for surface morphology of nanoparticles: Image analysis and data mining techniques
AIP conference proceedings · 2025
Sorabh Lakhanpal, Abhishek Joshi, Kshama Sharma, Mohammed Ahmed Mohiuddin, Voruganti Sreevani
Read original paper ↗ ·Microfluidic-based nanocarriers for overcoming biological barriers in therapeutic delivery systems
Nanoscale · 2025
Alireza Gharatape, Zahra Niasari-Naslaji, Jeanne Leblond Chain, Seyed Nasrollah Tabatabaei, Reza Faridi-Majidi
Read original paper ↗ ·Perspective: From Prediction to Design — A Position on Optimization-Centric Workflows in Materials ML
Journal of Computational and Data-Driven Materials Engineering · 2025
Mohammed Al-Farsi, Salim Al-Harthy, Nasser Al-Rawahi
Read original paper ↗ ·Electrochemical CO2 reduction to liquid fuels: Mechanistic pathways and surface/interface engineering of catalysts and electrolytes
The Innovation · 2025
Xueying Li, Woojong Kang, Xinyi Fan, Xinyi Tan, Justus Masa, Alex W. Robertson, Yousung Jung, Buxing Han, John A. Texter, Yuanfu Cheng, Bin Dai, Zhenyu Sun
Read original paper ↗ ·Magnetic–Plasmonic Core–Shell Nanoparticles: Properties, Synthesis and Applications for Cancer Detection and Treatment
Nanomaterials · 2025
Alberto Luis Rodriguez-Nieves, Suprava Shah, Mitchell Lee Taylor, Madhusudhan Alle, Xiaohua Huang
Read original paper ↗ ·Advancing perovskite photovoltaic technology through machine learning‐driven automation
InfoMat · 2025
Jiyun Zhang, Jianchang Wu, Vincent Marc Le Corre, Jens Hauch, Yicheng Zhao, Christoph Josef Brabec
Read original paper ↗ ·AI-driven innovations in smart multifunctional nanocarriers for drug and gene delivery: A mini-review
Critical Reviews in Oncology/Hematology · 2025
Hamid Noury, Abbas Rahdar, Luiz Fernando Romanholo Ferreira, Zahra Jamalpoor
Read original paper ↗ ·A Control Theory Informed Machine Learning-Based Modeling and Monitoring of Nanoparticle Generation Processes
IEEE Transactions on Industrial Informatics · 2025
Danijel Cuturic, Jonah V. Weidemann, Steven X. Ding, Frank Einar Kruis, Micha S. Obergfell, Chris Jan Louen
Read original paper ↗ ·Reaching new frontiers in nanoelectronics through artificial intelligence
Frontiers in Nanotechnology · 2025
Santhosh Sivasubramani, Themis Prodromakis
Read original paper ↗ ·Fabrication of manganese-tin electrodes for sodium-ion battery and supercapacitor applications via laser ablation, laser texturing, and inkjet printing
Chemical Engineering Journal Advances · 2025
Anesu Nyabadza, Seán Ryan, Suman Chatterjee, Danielle Douglas Henry, Suganya Pitchai Muthusamy, J. Santos, Tina Sadat Hashemi, Valeria Nicolosi, Dermot Brabazon, Mercedes Vázquez
Read original paper ↗ ·Recent Advancements in the Field of Nanotechnology Using Artificial Intelligence, Data Science and Machine Learning
Journal of Mines Metals and Fuels · 2025
Suresh Chimkode, Jayant Mane, Mayur Dilip Jakhete, U. P. Moharil, Chetankumar Sedani, Nandkishore Rao, Rohit N. Garad, Shobha Rupanar, Nirmala Kakade, Ramakant M. Choudhari, Vijay Laxmanrao Bhambere, Girish Modak, R. K. Paliwal, Smita A. Desai, Kamalkishor Ghisulal Maniyar, Ganesh Patil, Ekta Mishra, Prasad Ghodke, Swati R. Dixit, Mahendra Yadav
Read original paper ↗ ·Advances in Gasoline Hydrodesulfurization Catalysts: The Role of Structure–Activity Relationships and Machine Learning Approaches
ACS Omega · 2025
Honglei Sun, Chao Chen, Ran Zhang, Yang Li, Shaohui Ge, Peng Cui
Read original paper ↗ ·Machine Learning-Based Recommender System for Pulsed Laser Ablation in Liquid: Recommendation of Optimal Processing Parameters for Targeted Nanoparticle Size and Concentration Using Cosine Similarity and KNN Models
Crystals · 2025
Anesu Nyabadza, Dermot Brabazon
Read original paper ↗ ·Machine Learning for Controlling the Particle Size Distribution of TiO2 Nanoparticles in Optical Nanocomposites
ACS Applied Nano Materials · 2025
Renquan Lv, Weiwei Han, Zixu Zeng, Yi He, Lecheng Lei, Ping Li, Xingwang Zhang
Read original paper ↗ ·From Spin to Star: Ultrafast Dual‐Gradient Centrifugal Microfluidics for Scalable High‐Throughput and Combinatorial Nanomaterial Synthesis
Advanced Functional Materials · 2025
Hiep Van Nguyen, Vu Minh Phan, Tae Seok Seo
Read original paper ↗ ·Quality by digital design for accelerated sustainable nanomedicine development
European Journal of Pharmaceutical Sciences · 2025
Yousef Ijjeh, Nowar Alsarayreh, Alaa Rifai, Hiba Abdelnabi, Sara Al-Mahamid, Dana A. Alqudah, Hamdi Nsairat, Zainab M. Lafi, Mohamad Ak Mousa, Yusuf Mohammad Al-Hiari, Walhan Alshaer
Read original paper ↗ ·Advances in stimuli-responsive nanoparticles for cancer therapy: Mechanisms, functional materials, and emerging technologies
Journal of Drug Delivery Science and Technology · 2025
Alan Clavelland Ochioni, Ítalo Rennan Sousa Vieira, Carlos Adam Conte‐Júnior
Read original paper ↗ ·Artificial intelligence for nanomedicine
Science China Chemistry · 2025
Xiaolin Song, Xingfa Gao, Hui Wang, Fangzhi Yu, Mengmeng Qin, Yiye Li, Yixuan Liu, Wei Feng, Caiyu Zhou, Nikita N. Chukavin, Liming Wang, Xuejing Cui, Xinghua Shi, Lele Li, Huan Meng, Guangjun Nie, Hao Wang, Jinming Hu, Liang Yan, Yu Chen, Lizeng Gao, Anton L. Popov, Hui Wei, Chunying Chen, Yuliang Zhao
Read original paper ↗ ·Harnessing Microfluidics for the Effective and Precise Synthesis of Advanced Materials
Micromachines · 2025
Xinlei Qi, Guoqing Hu
Read original paper ↗ ·Biosynthesis, optimization, and characterization of CuNPs using Bacillus licheniformis CPJN13S and their antibacterial activity
Frontiers in Nanotechnology · 2025
Simran Rani, Shikha Dhankher, Pradeep Kumar, Priyanka Dahiya, Kiran Arora, Amita Suneja Dang, Pooja Suneja
Read original paper ↗ ·Multifunctional bio-nanostructure for cancer therapy: mini review
Discover Applied Sciences · 2025
Vishal Ahuja, Shikha Chauhan, Khundrakpam Basker Singh, Jasneet Kaur Dhillon, Deepak Sharma
Read original paper ↗ ·Precision nanoscience aided by multimodal observations
MRS Bulletin · 2025
Shengsong Yang, Chang Liu, Sungsu Kang, Amanda S. Brewer, Gregory S. Girolami, Maria K. Y. Chan, Robert F. Klie, Qian Chen, Jiwoong Park, A. Paul Alivisatos
Read original paper ↗ ·Nanoparticle-mediated bone regeneration: From molecular mechanisms to clinical translation
Journal of Controlled Release · 2025
Shue Wang, Shengjie Zhai, Bo Wang, Yue Yan, Xiangyu Gong, Zixie Liang, Gabriel Medina, Dominic Mak, Justin Caron, Michael Mak
Read original paper ↗ ·Fortalecimiento en la biotecnología a través de la inteligencia artificial generativa: revisión sistemática sobre avances, desafíos y oportunidades para la Amazonia Colombiana
Revista Politécnica · 2025
Yois Smith Pascuas-Rengifo, Angel Alessandro Audor-Delgado, Paula Andrea Sánchez-Orozco
Read original paper ↗ ·Model based process optimization for nanoparticle precipitation
Reaction Chemistry & Engineering · 2025
Andrea Gilch, Adeel Muneer, Jana Dienstbier, Lukas Pflug
Read original paper ↗ ·Artificial intelligence-driven nanomaterial design and applications: advances, challenges, and future directions
New Journal of Chemistry · 2026
Yakubu Adekunle Alli, Lukman Shehu Mustapha, Francis Mekunye, Olaoluwa John Adeleke, Terfa Jude Igba, Nelson Oshogwue Etafo, Victor D. Aderibigbe, Sreedeep Dey, Haulison Kojo Yayoh, Kehinde Shola Obayomi, Malama Chisanga
Read original paper ↗ ·Perspective: Autonomous Laboratories and Real-Time ML Feedback Loops — A Position for Closed-Loop Discovery
Journal of Computational and Data-Driven Materials Engineering · 2026
Minh Tran, Duc Pham
Read original paper ↗ ·Pessimistic asynchronous sampling in high-cost Bayesian optimization
Digital Discovery · 2026
Amanda A. Volk, Kristofer Reyes, Jeffrey G. Ethier, Luke A. Baldwin
Read original paper ↗ ·Synthesis, Characterization, and Properties of Nanomaterials
Advanced structured materials · 2026
Shalini Viswanathan, T. S. Adithya, M. Chandana
Read original paper ↗ ·Toward a High-Throughput Automated Materials Experimentation Platform: Hybrid-Automata-Inspired Modeling and Equipment Configuration Optimization
IEEE Transactions on Automation Science and Engineering · 2026
Guoxiong Ma, Haozhe Cui, Chun Yin Yip, Weibin Zhang, Molong Duan, Jinglei Yang
Read original paper ↗ ·Machine Learning for Nanomaterial Discovery and Design
Machine Learning and Knowledge Extraction · 2026
Antonio del Bosque, Pablo Fernández-Arias, Diego Vergara
Read original paper ↗ ·Scaling up plasma-derived metallic nanoalloys: A comprehensive review of production bottlenecks, manufacturing readiness, and AI-driven pathways to viability
Journal of Alloys and Compounds · 2026
Hugues Nkomba Museba, BongJu Lee
Read original paper ↗ ·From conventional screening to self-driving discovery: Organ-on-Chip platforms as engines for AI-guided nanomedicine
Advanced Drug Delivery Reviews · 2026
Kimia Asadi Jozani, Karen Shen, Nicky Anvari, Daniel Hocevar, Rosanna Jiang, Boyang Zhang, Ilya Yakavets, Yimu Zhao
Read original paper ↗ ·