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ANN-Based Instantaneous Simulation of Particle Trajectories in Microfluidics

https://doi.org/10.3390/mi13122100
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/elps.201800361openalex-snapshot
Recent advances in microfluidic cell sorting techniques based on both physical and biochemical principles
inferredcites →https://doi.org/10.1007/jhep07(2015)086openalex-snapshot
Playing tag with ANN: boosted top identification with pattern recognition
inferredcites →https://doi.org/10.1007/s10404-021-02464-5openalex-snapshot
Effect of various parameters on the distribution and extraction of platelets in a microfluidic system
inferredcites →https://doi.org/10.1007/s13206-018-2401-2openalex-snapshot
Inertial Microfluidics-Based Cell Sorting
inferredcites →https://doi.org/10.1007/s40430-020-2169-xopenalex-snapshot
Dielectrophoretic microfluidic device for separation of red blood cells and platelets: a model-based study
inferredcites →https://doi.org/10.1016/j.bios.2020.112398openalex-snapshot
Three-dimensional analyses of cells’ positioning on the quadrupole-electrode microfluid chip considering the coupling effect of nDEP, ACEO, and ETF
inferredcites →https://doi.org/10.1016/j.jfoodeng.2004.11.017openalex-snapshot
Learning techniques used in computer vision for food quality evaluation: a review
inferredcites →https://doi.org/10.1016/j.talanta.2021.122807openalex-snapshot
Electricity-free hand-held inertial microfluidic sorter for size-based cell sorting
inferredcites →https://doi.org/10.1016/j.tibtech.2020.10.006openalex-snapshot
Image-Based Live Cell Sorting
inferredcites →https://doi.org/10.1021/acscombsci.0c00157openalex-snapshot
Sorting Technology for Circulating Tumor Cells Based on Microfluidics
inferredcites →https://doi.org/10.1038/s41598-017-06946-xopenalex-snapshot
Microfluidic sorting of intrinsically magnetic cells under visual control
inferredcites →https://doi.org/10.1038/s41598-020-65483-2openalex-snapshot
Image-Based Single Cell Sorting Automation in Droplet Microfluidics
inferredcites →https://doi.org/10.1038/s41598-020-65931-zopenalex-snapshot
Successful selection of mouse sperm with high viability and fertility using microfluidics chip cell sorter
inferredcites →https://doi.org/10.1039/c8lc00818copenalex-snapshot
Functional TCR T cell screening using single-cell droplet microfluidics
inferredcites →https://doi.org/10.1039/c9lc00120dopenalex-snapshot
Cell sorting actuated by a microfluidic inertial vortex
inferredcites →https://doi.org/10.1039/c9lc00163hopenalex-snapshot
Traveling surface acoustic wave (TSAW) microfluidic fluorescence activated cell sorter (μFACS)
inferredcites →https://doi.org/10.1039/c9lc00804gopenalex-snapshot
Blood platelet enrichment in mass-producible surface acoustic wave (SAW) driven microfluidic chips
inferredcites →https://doi.org/10.1039/d0an01148gopenalex-snapshot
Microfluidics for label-free sorting of rare circulating tumor cells
inferredcites →https://doi.org/10.1039/d0lc00679copenalex-snapshot
Automated Raman based cell sorting with 3D microfluidics
inferredcites →https://doi.org/10.1039/d0lc00747aopenalex-snapshot
User-friendly image-activated microfluidic cell sorting technique using an optimized, fast deep learning algorithm
inferredcites →https://doi.org/10.1039/d0lc01158dopenalex-snapshot
Predicting the fluid behavior of random microfluidic mixers using convolutional neural networks
inferredcites →https://doi.org/10.1039/d1lc00298hopenalex-snapshot
An integrated high-throughput microfluidic circulatory fluorescence-activated cell sorting system (μ-CFACS) for the enrichment of rare cells
inferredcites →https://doi.org/10.1039/d2lc00254jopenalex-snapshot
Machine learning for microfluidic design and control
inferredcites →https://doi.org/10.1063/1.5095884openalex-snapshot
Diamagnetic droplet microfluidics applied to single-cell sorting
inferredcites →https://doi.org/10.1109/isvlsi.2018.00126openalex-snapshot
Accelerating Simulation of Particle Trajectories in Microfluidic Devices by Constructing a Cloud Database
inferredcites →https://doi.org/10.1109/nano.2015.7388752openalex-snapshot
Cell sorting in microfluidic systems using dielectrophoresis
inferredcites →https://doi.org/10.1126/sciadv.abe3839openalex-snapshot
High-throughput functional screening for next-generation cancer immunotherapy using droplet-based microfluidics
inferredcites →https://doi.org/10.1136/amiajnl-2011-000464openalex-snapshot
Natural language processing: an introduction
inferredcites →https://doi.org/10.1177/0954406220929050openalex-snapshot
Dynamic-coupling analyses of cells localization by the negative dielectrophoresis
inferredcites →https://doi.org/10.1186/s40648-018-0124-8openalex-snapshot
A pillar-based microfluidic chip for T-cells and B-cells isolation and detection with machine learning algorithm
inferredcites →https://doi.org/10.1371/journal.pone.0189429openalex-snapshot
Instantaneous simulation of fluids and particles in complex microfluidic devices
inferredcites →https://doi.org/10.3390/cells10071734openalex-snapshot
Self-Assembled Permanent Micro-Magnets in a Polymer-Based Microfluidic Device for Magnetic Cell Sorting
inferredcites →https://doi.org/10.3390/mi12111335openalex-snapshot
How to Control the Microfluidic Flow and Separate the Magnetic and Non-Magnetic Particles in the Runner of a Disc
inferredcites →https://doi.org/10.3390/mi13111810openalex-snapshot
Machine-Learning-Enabled Design and Manipulation of a Microfluidic Concentration Gradient Generator

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4686134openalex-extracted
inferred← citeshttps://doi.org/10.1007/s40571-025-01096-8openalex-snapshot
Balancing accuracy and efficiency in particle tracking: analyzing image resolution and batch size trade-offs
inferred← citeshttps://doi.org/10.1016/j.sna.2024.115433openalex-snapshot
Harnessing artificial neural networks for inverse design and analysis of MEMS-based Fabry–Pérot filters
inferred← citeshttps://doi.org/10.1039/9781837673476-00272openalex-snapshot
Integration of Artificial Intelligence and Computational Thinking in Lab-on-a-chip Technology for Quality Improvement in Healthcare
inferred← citeshttps://doi.org/10.1039/d3lc00341hopenalex-snapshot
Microfluidic device-fabricated spiky nano-burflower shape gold nanomaterials facilitate large biomolecule delivery into cells using infrared light pulses
inferred← citeshttps://doi.org/10.1063/5.0185494openalex-snapshot
A universal inverse design methodology for microfluidic mixers
inferred← citeshttps://doi.org/10.1088/1742-6596/2809/1/012014openalex-snapshot
Machine Learning-Driven Prediction of DLD Chip Throughput
inferred← citeshttps://doi.org/10.1109/tnb.2024.3415365openalex-snapshot
Machine Learning-Enhanced Predictive Modeling for Arbitrary Deterministic Lateral Displacement Design and Test
inferred← citeshttps://doi.org/10.3390/mi14020344openalex-snapshot
Application and Prospect of Artificial Intelligence Methods in Signal Integrity Prediction and Optimization of Microsystems
inferred← citeshttps://doi.org/10.3390/mi14040826openalex-snapshot
Microsystem Advances through Integration with Artificial Intelligence
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