Papers citing Nanoinformatics, and the big challenges for the science of small things
Machine Learning for Molecular Recognition at the Nanoscale
Venue not supplied by source · 2023
Oliver Gordon
Read original paper ↗ ·Converting Nanotoxicity Data to Information Using Artificial Intelligence and Simulation
Chemical Reviews · 2023
Xiliang Yan, Tongtao Yue, David Alan Winkler, Yongguang Yin, Hao Zhu, Guibin Jiang, Bing Yan
Read original paper ↗ ·Importance of Structural Features and the Influence of Individual Structures of Graphene Oxide Using Shapley Value Analysis
Chemistry of Materials · 2023
Amanda Susan Barnard, Bronwyn Louise Fox
Read original paper ↗ ·Application of Artificial Intelligence in the Exploration and Optimization of Biomedical Nanomaterials
Nano Biomedicine and Engineering · 2023
Xiaoyang Zhu, Yan Li, Ning Gu
Read original paper ↗ ·The emergent role of explainable artificial intelligence in the materials sciences
Cell Reports Physical Science · 2023
Tommy Liu, Amanda Susan Barnard
Read original paper ↗ ·Structure-Free Mendeleev Encodings of Material Compounds for Machine Learning
Chemistry of Materials · 2023
Zixin Zhuang, Amanda Susan Barnard
Read original paper ↗ ·Superior Prediction of Graphene Nanoflake Properties withUnbiased Graph Embedding
ChemRxiv · 2023
Nathan Hu, Amanda J. Parker
Read original paper ↗ ·Simultaneous Prediction and Optimization of Charge Transfer Properties of Graphene and Graphene Oxide Nanoflakes from Multitarget Machine Learning
The Journal of Physical Chemistry C · 2023
Zixin Zhuang, Bronwyn Louise Fox, Amanda Susan Barnard
Read original paper ↗ ·Scanning probe microscopy in the age of machine learning
APL Machine Learning · 2023
Md Ashiqur Rahman Laskar, Umberto Celano
Read original paper ↗ ·Insights into Nanodiamond from Machine Learning
Topics in applied physics · 2024
Amanda Susan Barnard
Read original paper ↗ ·Understanding the importance of individual samples and their effects on materials data using explainable artificial intelligence
Digital Discovery · 2024
Tommy Liu, Zhi Yang Tho, Amanda Susan Barnard
Read original paper ↗ ·Unsupervised learning and pattern recognition in alloy design
Digital Discovery · 2024
Ninad Bhat, N. Birbilis, Amanda Susan Barnard
Read original paper ↗ ·Untitled work
Open Access Biostatistics & Bioinformatics · 2024
Read original paper ↗ ·Advancing electron microscopy using deep learning
Journal of Physics Materials · 2024
Kuan-Neng Chen, Amanda Susan Barnard
Read original paper ↗ ·Online meta-learned gradient norms for active learning in science and technology
Machine Learning Science and Technology · 2024
Haiqi Dong, Amanda Susan Barnard, Amanda J. Parker
Read original paper ↗ ·Classification of battery compounds using structure-free Mendeleev encodings
Journal of Cheminformatics · 2024
Zixin Zhuang, Amanda Susan Barnard
Read original paper ↗ ·How scanning probe microscopy can be supported by artificial intelligence and quantum computing?
Microscopy Research and Technique · 2024
Agnieszka Pręgowska, Agata Roszkiewicz, Magdalena E Osial, Michael Giersig
Read original paper ↗ ·New Health Technologies and Regulatory Approaches
Venue not supplied by source · 2024
Costas Demetzos
Read original paper ↗ ·Predicting battery applications for complex materials based on chemical composition and machine learning
Computational Materials Science · 2024
Zixin Zhuang, Amanda Susan Barnard
Read original paper ↗ ·Comprehensive insights into mechanism of nanotoxicity, assessment methods and regulatory challenges of nanomedicines
Discover Nano · 2024
Ujwal A. Havelikar, Kabirdas B. Ghorpade, Amit Kumar, Akhilesh Patel, Manisha Singh, Nagma Banjare, Prem Narayan Gupta
Read original paper ↗ ·Intelligent Nanomaterial Image Characterizations – A Comprehensive Review on AI Techniques that Power the Present and Drive the Future of Nanoscience
Advanced Theory and Simulations · 2024
Umapathi Krishnamoorthy, Sukanya Balasubramani
Read original paper ↗ ·Diverse explanations from data-driven and domain-driven perspectives in the physical sciences
Machine Learning Science and Technology · 2024
Sichao Li, Xin Wang, Amanda Susan Barnard
Read original paper ↗ ·Properties optimisation of nanostructures via machine learning: Progress and perspective
Engineering Analysis with Boundary Elements · 2024
Nurul Akmal Che Lah
Read original paper ↗ ·Recent advances in biomedical applications of smart nanomaterials: a comprehensive review
RSC Pharmaceutics · 2025
Manoj Kumar Goshisht, Ashu Goshisht, Animesh Bajpai, Abhishek Bajpai
Read original paper ↗ ·Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends
Nano Select · 2025
Vaisali Chandrasekar, Anu Jayanthi Panicker, Ajay Vikram Singh, Jolly Bhadra, Kishor Kumar Sadasivuni, Omar M. Aboumarzouk, Abdulla Al Ansari, Sarada Prasad Dakua
Read original paper ↗ ·How nanoinformatics could pave the way to safer design of engineered nanomaterials?
Frontiers in Nanotechnology · 2025
Sarmistha Saha
Read original paper ↗ ·Large extracellular vesicles subsets and contents discrimination: the potential of morpho mechanical approaches at single vesicle level
bioRxiv (Cold Spring Harbor Laboratory) · 2025
Geetika Raizada, Benjamin Brunel, Benoît Bragantini, Joan Guillouzouic, Eric Le Ferrec, Wilfrid Boireau, Éric Lesniewska, Céline Élie-Caille
Read original paper ↗ ·Understanding interpretable patterns of Shapley behaviours in materials data
Machine Learning Engineering · 2025
Tommy Liu, Amanda Susan Barnard
Read original paper ↗ ·What to Make and How to Make It: Combining Machine Learning and Statistical Learning to Design New Materials
Advanced Intelligent Discovery · 2025
Jonathan Y. C. Ting, Amanda Susan Barnard
Read original paper ↗ ·Nanoinformatics: A Potential Tool for Precision Targeting in Pediatric Cancer
BioNanoScience · 2025
Muhammad Irfan, Urooj Fatima, Aqsa Sajjad, Muhammad Naveed
Read original paper ↗ ·Machine learning prediction and efficient screening method for thermally induced fluorescence enhancement of Er 3+ doped materials
Optics Express · 2025
Qiang Bao, Jianning He, Zhixuan Li, Yanyan Bu, Xiangfu Wang
Read original paper ↗ ·Impact of nanoparticle morphologies on property prediction using explainable AI
Nanoscale Horizons · 2025
Tommy Liu, Amanda Susan Barnard
Read original paper ↗ ·Leveraging AI Innovation in Nanomaterials, Synthesis, Characterization, and Device Design
Advances in computational intelligence and robotics book series · 2025
Ashok Vaseashta, Gor Gevorgyan, Surik Khudaverdyan, Gagik Y. Ayvazyan, Mane Khachatryan, C. Berlic, Adriana Elena Balan, Ioan Stamatin
Read original paper ↗ ·Gradient-based optimization of complex nanoparticle heterostructures enabled by deep learning on heterogeneous graphs
Nature Computational Science · 2025
Eric Sivonxay, Lucas Attia, Evan Walter Clark Spotte‐Smith, Benjamín Sánchez-Lengeling, Xiaojing Xia, Daniel Barter, Emory M. Chan, Samuel M. Blau
Read original paper ↗ ·A review on algorithmic approaches for nano material design and optimization in advanced engineering applications
AIP conference proceedings · 2026
Siva Vijayakumar, Kathiresan Yogunath, Suresh Seetharaman, Movva Naga Swapna Sri, Manjunathan Karthick, Anshika Raina
Read original paper ↗ ·AI and Machine Learning: Revolutionizing Nanomaterial Research Through Synthesis, Characterization, and Applications
Springer proceedings in physics · 2026
Priyavrat, Ekta Thakur, Gargee Jain, Anup Kumar Pandey, Navneet Kumar, Jamilur R. Ansari, Kunal
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 ↗ ·Computational Predictive Models for Nanomedicines
Reference series in phytochemistry · 2026
Anjana Sharma, Neha Sharma
Read original paper ↗ ·Machine learning applications in nanomaterial preparation for thermochemical processes
Elsevier eBooks · 2026
Lanrewaju Ibrahim Fajimi, Bilainu Obozokhai Oboirien
Read original paper ↗ ·J³SPM AI: An integrated open-source platform for AI-assisted image analysis and image-guided workflows in scanning probe microscopy
Micron · 2026
SangHeon Lee
Read original paper ↗ ·Artificial intelligence in nanotechnology: current applications and future perspectives
Health Nanotechnology · 2026
Ali Majedi
Read original paper ↗ ·