Cogniflow-drop : integrated modular system for automated generation of droplets in microfluidic applicationsJõemaa, Rauno; Gyimah, Nafisat; Ashraf, Kanwal; Pärnamets, Kaiser; Zaft, Alexander; Scheler, Ott; Rang, Toomas; Pardy, TamasIEEE Access2023 / p. 104905-104929 https://doi.org/10.1109/ACCESS.2023.3316726

Decentralized distributed data structure for bioanalytical laboratory setupsAshraf, Kanwal; Le Moullec, Yannick; Pardy, Tamas8th ACM Celebration of Women in Computing : womENcourage 2021, 22-24 September, 2021, Czech Republic2021 / 2 p. : ill https://womencourage.acm.org/2021/wp-content/uploads/2021/07/59_extendedabstract.pdf

Decentralized distributed data structure for bioanalytical laboratory setups : [poster]Ashraf, Kanwal; Le Moullec, Yannick; Pardy, Tamas2021 / 1 p. : ill https://womencourage.acm.org/2021/wp-content/uploads/2021/07/59_poster.pdf

Design of Cyber Bio-analytical Physical Systems : formal methods, architectures, and multi-system interaction strategiesAshraf, Kanwal; Le Moullec, Yannick; Pardy, Tamas; Rang, ToomasMicroprocessors and microsystems2023 / art. 104780, 14 p. : ill https://doi.org/10.1016/j.micpro.2023.104780

Joint optimization via deep reinforcement learning in wireless networked controlled systemsAshraf, Kanwal; Le Moullec, Yannick; Pardy, Tamas; Rang, ToomasIEEE Access2022 / p. 67152-67167 https://doi.org/10.1109/ACCESS.2022.3185244 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Model-based system architecture for event-triggered wireless control of bio-analytical devicesAshraf, Kanwal; Le Moullec, Yannick; Pardy, Tamas; Rang, Toomas2021 24th Euromicro Conference on Digital System Design (DSD), 01-03 September 20212021 / p. 465–471 : ill https://doi.org/10.1109/DSD53832.2021.00076