J
Jan Kaczmarczyk
Researcher at Institute of Science and Technology Austria
Publications - 97
Citations - 2250
Jan Kaczmarczyk is an academic researcher from Institute of Science and Technology Austria. The author has contributed to research in topics: Ventilation (architecture) & Hubbard model. The author has an hindex of 24, co-authored 88 publications receiving 1883 citations. Previous affiliations of Jan Kaczmarczyk include Technical University of Denmark & Jagiellonian University.
Papers
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Human response to personalized ventilation and mixing ventilation
TL;DR: Personalized ventilation can improve occupants' thermal comfort, perceived air quality and decrease the intensity of SBS symptoms compared to mixing ventilation and development of more efficient air terminal devices is recommended.
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Mol-CycleGAN: a generative model for molecular optimization
TL;DR: In this paper, a CycleGAN-based model was proposed to generate optimized compounds with high structural similarity to the original ones, given a molecule and a physicochemical property, and evaluated the performance of the model on selected optimization objectives related to structural properties (presence of halogen groups, number of aromatic rings).
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Measurement and prediction of indoor air quality using a breathing thermal manikin
TL;DR: A breathing thermal manikin with realistic simulation of respiration including breathing cycle, pulmonary ventilation rate, frequency and breathing mode, gas concentration, humidity and temperature of exhaled air and human body shape and surface temperature is sensitive enough to perform reliable measurement of characteristics of air as inhaled by occupants.
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Air movement and perceived air quality
TL;DR: In this paper, the impact of air movement on perceived air quality (PAQ) and sick building syndrome (SBS) symptoms was studied, and the importance of the use of recirculated room air and clean, cool and dry outdoor air was studied.
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Human Response to Five Designs of Personalized Ventilation
Jan Kaczmarczyk,Arsen Krikor Melikov,Zhecho Dimitrov Bolashikov,Lazar Nikolaev,Povl Ole Fanger +4 more
TL;DR: In this paper, human response to five different air terminal devices (ATDs) for a personalized ventilation system (PVS) was studied in an experimental office under well-defined conditions.