Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Flow Boiling Heat Transfer in Annular and Rectangular Minichannels Using Machine Learning-Based Modeling

2025/57/B/ST8/00907

Keywords:

heat transfer flow boiling minichannels annular channels rectangular channels heat transfer coefficient surface wettability enhanced surfaces CFD modelling Trefftz functions neural networks machine learning artificial intelligence refrigerants infrared thermography flow patterns

Descriptors:

  • ST8_04:
  • ST1_16:
  • ST6_11:

Panel:

ST8 - Production and processes engineering: modelling, product design, process design and control, construction methods and engineering, power units and systems

Host institution :

POLITECHNIKA ŚWIĘTOKRZYSKA

woj. świętokrzyskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Magdalena Janina Piasecka 

Number of co-investigators in the project: 15

Call: OPUS 29 - announced on 2025-03-17

Amount awarded: 886 900 PLN

Project start date (Y-m-d): 2026-01-23

Project end date (Y-m-d): 2029-01-22

Project duration:: 36 months (the same as in the proposal)

Project status: Pending project

Project description

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Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.