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RESEARCH PAPER · Nano Today · 2021

Machine-learning micropattern manufacturing

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42 direct citing works

Machine-learning micropattern manufacturingOriginalArtificial intelligence-powered microfluidics for nanomedicine and materials synthesis129Ca2+-supplying black phosphorus-based scaffolds fabricated with microfluidic technology for osteogenesis122Deciphering controversial results of cell proliferation on TiO2 nanotubes using machine learning16Intelligent Decision Support System for Predicting Student’s E-Learning Performance Using Ensemble Machine Learning72Self‐Driving Platform for Metal Nanoparticle Synthesis: Combining Microfluidics and Machine Learning134Wettability-patterned microchip for emerging biomedical materials and technologies57Sorting Gold and Sand (Silica) Using Atomic Force Microscope-Based Dielectrophoresis13A thermoreversible antibacterial zeolite-based nanoparticles loaded hydrogel promotes diabetic wound healing via detrimental factor neutralization and ROS scavenging72Emerging porous organic polymers for biomedical applications234NIR-II-enhanced single-atom-nanozyme for sustainable accelerating bacteria-infected wound healing20Triple-synergistic MOF-nanozyme for efficient antibacterial treatment140Antibacterial Cascade Catalytic Glutathione-Depleting MOF Nanoreactors101Fabrication and formation mechanism of gradient TiO2 nanotubes via bipolar anodization17Synthesis and analysis of TiO2 nanotubes by electrochemical anodization and machine learning method for hydrogen sensors41Deep learning for the rare-event rational design of 3D printed multi-material mechanical metamaterials76Chip-Based High-Dimensional Optical Neural Network62Measuring depression severity based on facial expression and body movement using deep convolutional neural network35Plant exosome nanovesicles (PENs): green delivery platforms217Bioresource Upgrade for Sustainable Energy, Environment, and Biomedicine88Re-envisioning the design of nanomedicines: harnessing automation and artificial intelligence43Smartphone-based platforms implementing microfluidic detection with image-based artificial intelligence259Potable Water Identification with Machine Learning: An Exploration of Water Quality Parameters9Microsystem Advances through Integration with Artificial Intelligence61Programmable multi-physical mechanics of mechanical metamaterials196Nature-inspired micropatterns113Polyiodo Azole-Based Metal–Organic Framework Energetic Biocidal Material for Synergetic Sterilization Applications18Deep-Learning Terahertz Single-Cell Metabolic Viability Study31Integrating machine learning for the optimization of polyacrylamide/alginate hydrogel42Minimum Minutes Machine-Learning Microfluidic Microbe Monitoring Method (M7)26Development of Machine Learning Models for Ion-Selective Electrode Cation Sensor Design10Additive manufacturing of micropatterned functional surfaces: a review49Biomimetic functional food packaging materials13The synergy of artificial intelligence and nanotechnology towards advancing innovation and sustainability - A mini-review116Utilizing machine learning and molecular dynamics for enhanced drug delivery in nanoparticle systems37LSTM-based neural network architecture for predicting the nonlinear dynamic behavior of functional gradient viscoelastic porous plates3Comparison and assessment of machine learning approaches in manufacturing applications11A review of artificial intelligence (AI)-based applications to nanocomposites17369Chapter 14 Robotics innovations in nanotechnology: redefining polymer science with AI0Mechanistic insights and advances in polyphenol- and flavonoid-mediated sustainable synthesis of gold nanoparticles from agricultural waste: A review41Beyond diameters: Decoding fabrication patterns of hierarchical micro-nano titanium implants via anodization and their geometries on region-specific soft-tissue integration3AI driven electrochemical interface design: Development and economic evaluation of low-cost electrode materials based on the 'structure-activity consumption' model6Transition Metal Phosphides for Seawater Electrolysis: Dynamic Reconstruction, Synergistic Mechanisms and Design Paradigms24Artificial Intelligence-Assisted Design and Optimization of Bio-Nanocomposites for Biomedical and Environmental Applications0Bioinspired triple-synergistic enhancement and machine learning optimization for ultra-strong polyvinyl alcohol hydrogels0Trends, Advancements in Manufacturing Field Using Machine Learning: A Hybrid Bibliometric Analysis on SCOPUS Database0

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