Projects per year
Personal profile
Short bio
I am a simulation professional with a curious mind, always ready to learn and try something new. When it comes to simulations, I enjoy developing new methodologies and pushing boundaries of the current technologies. As a researcher, I aim at producing high impact research to support science-based decision-making and developing novel solutions to promote sustainability and health and well-being.
Research interests
My research interests focus on various aspects of modelling indoor air quality exploiting suitable modelling approaches from 0-dimensional box models to high-fidelity CFD simulations. Recent projects have involved modelling ventilation and filtration solutions to evaluate exposure to particles and gaseous contaminant in indoor spaces, co-optimising energy-efficiency and indoor air quality, and modelling the dispersion of bioaerolsols to assess infection probabilities and exploring mitigation solutions in pandemic context. Furthermore, I am interested in connecting indoor air quality to health and well-being, and evaluating the costs and benefits related to indoor air quality.
Expertise area
Modelling and simulations.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Engineering, Master, Aalto University, School of Engineering
Award Date: 15 Dec 2015
External positions
Doctoral Student, Aalto University, School of Engineering
20 Apr 2023 → …
Skills and expertise
- Computational fluid dynamics (CFD)
- Heat transfer
- HVAC
- Python
- Indoor air quality (IAQ)
- Indoor environmental quality (IEQ)
- Simulations
- Modelling
- Java
- Project management
- Airborne contaminant control
- Infection probability modelling
- Building Energy Simulation
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Collaborations and top research areas from the last five years
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GIANT: Global trends in IAQ - Novel technologies, Competence and Business
Säämänen, A. (Manager), Siilin, N. (Participant), Karvinen, A. (Participant), Ehder-Gahm, I. (Participant), Heinonen, K. (Participant), Hakala, J. (Participant) & Kultanen, M. (Participant)
1/01/24 → 31/12/26
Project: Business Finland project
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HEALTHY SAILING: Prevention, mitigation, management of infectious diseases on cruise ships and passenger ferries
Siilin, N. (Manager), Salmela, H. (Participant), Karvinen, A. (Participant) & Laitinen, A. (Participant)
1/09/22 → 31/08/25
Project: EU project
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E3: Excellence in Pandemic Response and Enterprise Solutions
Karvinen, A. (Manager), Krohns-Välimäki, H. (Owner), Ehder-Gahm, I. (Participant), Hakala, J. (Participant), Kulmala, I. (Participant), Nuutinen, M. (Participant), Paasi, J. (Participant), Rökman, J. (Participant), Salmela, H. (Participant), Salo, S. (Participant), Siilin, N. (Participant), Säämänen, A. (Participant) & Taipale, A. (Participant)
1/07/21 → 31/10/24
Project: Business Finland project
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SmartRail#2: SmartRail 2. innovation phase
Hautala, R. (Manager), Lusikka, T. (Participant), Mononen, P. (Participant), Pihlajamaa, O. (Participant), Lamuela Orta, C. (Participant), Isola, R. (Participant), Nieminen, V. (Participant), Karvinen, A. (Participant), Lahti, J. (Participant), Heino, I. (Participant), Aromaa, S. (Participant), Salonen, T.-T. (Participant), Laarni, J. (Participant), Harviainen, T. (Participant), Tiusanen, R. (Participant), Virtanen, J. (Participant), Heikkilä, E. (Participant), Siilin, N. (Participant), Väätänen, A. (Participant), Viitanen, T. (Participant), Savolainen, M. (Participant) & Lammi, H. (Participant)
1/09/19 → 31/12/23
Project: Business Finland project
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Research output
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Monitoring of indoor air quality at a large sailing cruise ship to assess ventilation performance and disease transmission risk
Cheung, H. Y. W., Kumar, P., Hama, S., Emygdio, A. P. M., Wei, Y., Anagnostopoulos, L., Ewer, J., Ferracci, V., Galea, E. R., Grandison, A., Hadjichristodoulou, C., Jia, F., Lepore, P., Morawska, L., Mouchtouri, V. A., Siilin, N., Wang, Z. & HEALTHY SAILING project, 25 Jan 2025, In: Science of the Total Environment. 962, 178286.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Calculation tool for co-evaluating of ventilation energy performance and indoor air quality
Siilin, N., Kurnitski, J., Salmela, H., Kultanen, M. & Salonen, H., May 2024, (Accepted/In press) In: E3S Web of Conferences. 8 p.Research output: Contribution to journal › Article in a proceedings journal › Scientific › peer-review
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CFD simulation of an air cleaner
Siilin, N., Karvinen, A. P. & Ehder-Gahm, I. J., Aug 2024, Abstract Book of European Aerosol Conference 2024 (EAC 2024). Finnish Association for Aerosol Research (FAAR), 1 p. 880Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Scientific
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Coupling indoor air quality, thermal comfort and HVAC energy consumption using IDA ICE and OpenFOAM
Siilin, N. & Ferrantelli, A., Jul 2024, 18th International Conference on Indoor Air Quality and Climate (INDOOR AIR 2024). International Society for Indoor Air Quality and Climate, Vol. 1. p. 413-420 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Healthy Sailing: Prevention, Mitigation and Management of Infectious Disease on Cruise Ships and Passenger Ferries
Mouchtouri, V. A., Anagnostopoulos, L., Galea, E. R., Kumar, P., Siilin, N., Kolb, J. F., Ventikos, N. P., Papataxiarhis, V., Vosinakis, G., Klein, J., Bygvraa, D. A. & Hadjichristodoulou, C., 2024, (Accepted/In press) In: Transportation Research Procedia.Research output: Contribution to journal › Article in a proceedings journal › Scientific › peer-review