Research – DropletDynamics

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

May 9, 2024April 3, 2025ahashemi

Our recent workshop on inkjet technology and its various applications was a resounding success! Over two days, participants engaged with cutting-edge research and [...]

PhD Position on Development of Hybrid Computational Multiphysics/AI Tools for Design and Optimization of Lab‑on‑Chip Devices

June 25, 2025ahashemi

We are looking for a motivated PhD candidate to join our team to work on cutting-edge research at the intersection of microfluidics, computational [...]

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 [...]

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

March 8, 2025April 24, 2025pryzhakov

Droplet Dynamics Group in collaboration with TU Darmstadt is editing a Special Issue on “Multiphase microfluidics: Droplets, wetting dynamics and transport in complex [...]

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

October 11, 2024May 27, 2025ahashemi

Presented at the 13th International Conference on Mathematical Modeling in Physical Sciences, held from September 30 to October 3, 2024, in Kalamata, Greece. [...]

Presenting our research in Germany: Digital Twin development

September 6, 2024April 3, 2025ahashemi

Dr. Alireza Hashemi is presenting DROPLETS’ latest advances on the development of a Digital Twin for inkjet printing processes at European Fluid Dynamics [...]

DDG presented two works in ECCOMAS 2024 congress in Lisbon

June 18, 2024April 3, 2025pryzhakov

Droplet Characterization through Neural Network Geometric Analysis and Classification for Drop-on-Demand Inkjet Systems (Angela Ares, Ali Reza Hashemi, Nicolas Sibuet, Pavel Ryzhakov) An [...]

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

May 13, 2024April 3, 2025pryzhakov

Droplets team has published a review paper titled Computational ElectroHydroDynamics in microsystems: A review of Challenges and Applications in Archives of Computational Methods [...]

Dr. Angela Ares gave a talk on advances in data-driven analysis of droplets ejected by a piezoelectric trasducer

May 6, 2024April 3, 2025pryzhakov

The presentation “Droplet Characterization in Drop-on-Demand Inkjet Systems through Geometric Analysis with Predictive Modules” was delivered by Dr. Ares in the framework of [...]

Machine Learning Approach for Predicting Inkjet Output

April 15, 2024April 3, 2025ahashemi

The growing significance of ink-jet printing in modern manufacturing is underscored by the critical need to understand how droplet characteristics are influenced by [...]