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Research on femtoliter printing from macroscopic droplets that levitate indefinitely in a rotating vial

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yaroslavsobolev/levitating-droplets

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Code and data used in a research article on aerodynamic levitation of droplets

This repository contains the data and code used in the following research article:

Yankai Jia, Yaroslav I. Sobolev, Olgierd Cybulski, Tomasz Klucznik, Cristóbal Quintana, Juan Carlos Ahumada, & Bartosz A. Grzybowski, "Aerodynamically levitated droplets as small-scale chemical reactors and liquid microprinters", Angewandte Chemie International Edition, 2024, e202318038 DOI:10.1002/anie.202318038

Requirements

  • Python 3.7
  • NumPy 1.21.6
  • Matplotlib 3.1.0
  • Scikit-image 0.15.0
  • SciPy 1.5.2

Reproducing specific figures from the article

Main text figures

To reproduce Figure 1f, run plot-liquid-parameters.py. The respective dataset is located at misc_data/experimental_stability/2021-12-08c.xlsx.

To reproduce Figure 1g, run stability-plot.py.The respective dataset is located at misc_data/experimental_stability/.

To reproduce Figure 4c, run print_volumes_vs_velocity.py. The spectral unmixing algorithms used to determine the volumes of dyed liquid transferred into the rotating vial are implemented in fluorimetry_processing_*.py files.

To reproduce Figure 6d, run plot_crossings_for_paper.py. It uses datasets obtained by running the image processing code in detect_tears.py and analyze_detected_events.py for individual experiments as can be seen in the per_experiment_commands.py script.

To reproduce Figures 7a,b, run gap-vs-voltage_2.py. The respective experimental dataset is located at misc_data/wired_voltage_thresh_vs_speed.txt. Simulation results precomputed in COMSOL are located at comsol_results/gap-vs-voltage/.

To reproduce Figure 7c, run plot_rheometry_2.py. The respective experimental dataset is in misc_data/rheometry/.

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Research on femtoliter printing from macroscopic droplets that levitate indefinitely in a rotating vial

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