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DropletDynamics

AI-aided Computational Solutions for Microfluidics

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Special Issue on Microfluidics modeling in European Physical Journal: launched by DDG

DIDRO-DECIMA workshop

International workshop “INKJET TECHNOLOGY AND BEYOND: Experiments, CFD, and Artificial Intelligence”

Machine Learning-Driven Prediction of Accompanying Droplet Structures Based on Primary Droplet Shape
DDG published a paper on EHD in the highly impacting Archives journal

Latest News

Machine Learning-Driven Prediction of Accompanying Droplet Structures Based on Primary Droplet Shape

April 24, 2025April 24, 2025ahashemi
We are excited to share that our latest research, “Machine Learning-Driven Prediction of Accompanying Droplet Structures Based on Primary Droplet Shape,” has just [...]

An E-FEM/Conservative Level-Set Approach for Microfluidic Two-Phase Flows in Contact with Solids

October 11, 2024April 3, 2025

Presenting our research in Germany: Digital Twin development

September 6, 2024April 3, 2025

DDG presented two works in ECCOMAS 2024 congress in Lisbon

June 18, 2024April 3, 2025

Research Projects

DECIMA

April 15, 2024April 3, 2025ahashemi
DECIMA project aims at developing computational models for assisting industrial professionals in the area of microfluidic-based digital manufacturing. Such fabrication plays an important [...]

DIDRO

January 20, 2024May 6, 2025

COMETAD

January 20, 2023July 1, 2024

AMADEUS

January 20, 2023July 1, 2024

Latest Publications

Machine Learning-Driven Prediction of Accompanying Droplet Structures Based on Primary Droplet Shape

April 24, 2025April 24, 2025ahashemi
We are excited to share that our latest research, “Machine Learning-Driven Prediction of Accompanying Droplet Structures Based on Primary Droplet Shape,” has just [...]

DDG published a paper on EHD in the highly impacting Archives journal

May 13, 2024April 3, 2025

elliptic distance reinitialization

New redistancing technique for two-phase problems accepted

December 13, 2023April 3, 2025

Enriched FEM for EHD problems

January 30, 2023April 3, 2025

Droplet spreading using PFEM

January 12, 2023July 1, 2024

Gallery

  • An E-FEM/Conservative Level-Set Approach for Microfluidic Two-Phase Flows in Contact with Solids
  • Machine Learning Approach for Predicting Inkjet Output
  • ehd bubble manipulation
    Electrohydrodynamic Deformation of Fluid Interfaces and Manipulation of Droplets
  • bubble rise
    Bubble rise

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A research group of

Kratos Multiphysics

droplets@cimne.upc.edu

+34 93 401 74 95
CIMNE - Edifici C1 Campus Nord UPC C/ Gran Capità, S/N 08034 Barcelona, Spain

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