Cognitronic lab-on-a-chip research group
TalTech priority area
Research classification (Frascati)
Head of the research group
Research group member
Doctoral students
Keyword
Overview
The goal of the R&D activity is to create theproof of concept of and develop the methodology for low-cost, fully portable flow cytometersbased on droplet microfluidics, which willallow field analysis through cognitive electronics system.Novel experimental droplet generation setupwith external sensor and flow control wasdesigned. The designed solution also includesthe creation and characterization of an innovative hardware and software solution formicropumps.
Important results
Gyimah, N.; Scheler, O.; Rang, T.; Pardy, T. (2023). Deep reinforcement learning-based digital twin for droplet microfluidics control. Physics of Fluids, 35 (8), ARTN 082020. DOI: 10.1063/5.0159981.
Related projects
Related department
Department of chemistry and biotechnology
Publications related to the research group
- Gyimah, N., Scheler, O., Rang, T., Pardy, T. Digital twin for controlled generation of water-in-oil microdroplets with required size // 2022 23rd International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE), 25-27 April 2022, St Julian, Malta : proceedings. : IEEE, 2022. p. 85-91.
https://doi.org/10.1109/EuroSimE54907.2022.9758876 - Pärnamets, K., Udal, A., Koel, A., Pardy, T., Gyimah, N., Rang, T. Compact empirical model for droplet generation in a Lab-on-Chip cytometry system // IEEE Access (2022) vol. 10, p. 127708-127717.
https://doi.org/10.1109/ACCESS.2022.3226623 - Ashraf, K., Le Moullec, Y., Pardy, T., Rang, T. Joint optimization via deep reinforcement learning in wireless networked controlled systems // IEEE Access (2022) vol. 10, p. 67152-67167.
https://doi.org/10.1109/ACCESS.2022.3185244 - Gyimah, N., Scheler, O., Rang, T., Pardy, T. Can 3D printing bring droplet microfluidics to every lab? - A systematic review // Micromachines (2021) vol. 12, 3, art. 339.
https://doi.org/10.3390/mi12030339 - Sanka, I., Bartkova, S., Pata, P., Smolander, O.P., Scheler, O. Investigation of different free image analysis software for high-throughput droplet detection // ACS omega (2021) Vol. 6, 35, p. 22625-22634 : ill.
https://doi.org/10.1021/acsomega.1c02664 - Rashid, M.H., Koel, A., Rang, T., Ziko, M.H. Simulations of benzene and hydrogen-sulfide gas detector based on single-walled carbon nanotube over intrinsic 4H-SiC substrate // Micromachines (2020) vol. 11, 5, art. 453, 13 p. : ill.
https://doi.org/10.3390/mi11050453 - Saboor, A.l., Kask, T., Kuusik, A., Alam, M.M., Le Moullec, Y. et al. Latest research trends in gait analysis using wearable sensors and machine learning: A systematic review // IEEE Access (2020) vol. 8, art. 3022818, p. 167830−167864.
https://doi.org/10.1109/ACCESS.2020.3022818 - Masood, A., Sharma, N., Le Moullec, Y., Alam, M.M. et al. Surveying pervasive public safety communication technologies in the context of terrorist attacks // Physical communication (2020) vol. 41, art. 101109,.
https://doi.org/10.1016/j.phycom.2020.101109 - Malik, H., Alam, M.M., Pervaiz, H., Moullec, Y.L., Al-Dulaimi, A., Pärand, S., Reggiani, L. Radio resource management in NB-IoT systems : empowered by interference prediction and flexible duplexing // IEEE Network (2020) Vol. 34, Issue 1, Art. nr. 8839971.
https://doi.org/10.1109/MNET.001.1900087 - Saboor, A., Ahmad, R., Ahmed, W., Kiani, A.K., Alam, M.M., Kuusik, A., Moullec, Y. Le Dynamic slot allocation using non overlapping backoff algorithm in IEEE 802.15.6 WBAN // IEEE sensors journal (2020) vol. 20, 18, p. 10862-10875 : ill.
https://doi.org/10.1109/JSEN.2020.2993795 - Khan, S.M.Z., Alam, M.M., Le Moullec, Y., Kuusik, A., Pärand, S., Verikoukis, C. An empirical modeling for the baseline energy consumption of an NB-IoT radio transceiver // IEEE Internet of Things Journal (2021) Vol. 8, 19, p. 14756-14772 : ill.
https://doi.org/10.1109/JIOT.2021.3072769 - Patankar, U. S., Koel, A. Review of basic classes of dividers based on division algorithm // IEEE Access (2021) vol. 9, p. 23035-23069.
https://doi.org/10.1109/ACCESS.2021.3055735 - Laadung, T., Ulp, S., Alam, M. M., Le Moullec, Y. Novel active-passive two-way ranging protocols for UWB positioning systems // IEEE sensors journal (2022) vol. 22, 6, p. 5223-5237 : ill.
https://doi.org/10.1109/JSEN.2021.3125570 - Bartkova, S., Vendelin, M., Sanka, I., Pata, P., Scheler, O. Droplet image analysis with user-friendly freeware CellProfiler // Analytical methods (2020) vol. 12, 17, p. 2287-2294 : ill.
https://doi.org/10.1039/D0AY00031K - Astrov, I., Udal, A. Neural predictive tracking control of catamaran model sailboat for situation awareness applications // INES 2020 : IEEE 24th International Conference on Intelligent Engineering Systems, July 8-10, 2020, Reykjavik, Iceland : proceedings. Piscataway, New Jersey : IEEE, 2020. p. 153-158 : ill.
https://doi.org/10.1109/INES49302.2020.9147126 - Lazouskaya, M., Scheler, O., Mikli, V., Uppuluri, K., Zaraska, K., Tamm, M. Nafion protective membrane enables using ruthenium oxide electrodes for pH measurement in milk // Journal of The Electrochemical Society (2021) vol. 168, 10, art. 107511, 12 p. : ill.
https://doi.org/10.1149/1945-7111/ac2d3c - Rahbari, D., Alam, M. M., Le Moullec, Y., Jenihhin, M. Fast and fair computation offloading management in a swarm of drones using a rating-based federated learning approach // IEEE Access (2021) vol. 9, p. 113832-113849.
https://doi.org/10.1109/ACCESS.2021.3104117 - Masood, A., Alam, M. M., Le Moullec, Y., Reggiani, L., Scazzoli, D., Magarini, M., Ahmad, R. ProSe direct discovery : experimental characterization and context-aware heuristic approach to extend public safety networks lifetime // IEEE Access (2021) vol. 9, p. 130055 −130071.
https://doi.org/10.1109/ACCESS.2021.3112751 - Laadung, T., Ulp, S., Alam, M.M., Le Moullec, Y. Active-passive two-way ranging using UWB // 2020, 14th International Conference on Signal Processing and Communication Systems, (ICSPCS) December 14-16, 2020 – Virtual Conference : proceedings. Danvers : IEEE, 2020.
https://doi.org/10.1109/ICSPCS50536.2020.9309999 - Karaliunas, M., Dudutiene, E., Čerškus, A., Pagalys, J., Pūkiene, S., Udal, A., Butkute, R., Valušis, G. High precision parabolic quantum wells grown using pulsed analog alloy grading technique: Photoluminescence probing and fractional-dimensional space approach // Journal of luminescence (2021) vol. 239, art. 118321, 9 p.
https://doi.org/10.1016/j.jlumin.2021.118321 - Ziko, M.H., Koel, A., Rang, T., Rashid, M.H. Investigation of barrier inhomogeneities and electronic transport on Al-Foil/p-Type-4H-SiCSchottky barrier Diodes using diffusion welding // Crystals (2020) vol. 10, 636, p. 636-647.
https://doi.org/10.3390/cryst10080636 - Pärnamets, K., Pardy, T., Koel, A., Rang, T., Scheler, O., Le Moullec, Y., Afrin, F. Optical detection methods for high-throughput fluorescent droplet microflow cytometry // Micromachines (2021) vol. 12, 3, art. 345, 20 p. : ill.
https://doi.org/10.3390/mi12030345 - Astrov, I., Udal, A., Roasto, I., Mõlder, H. Target tracking by neural predictive control of autonomous surface vessel for environment monitoring and cargo transportation applications // 2020 17th Biennial Baltic electronics conference, Tallinn, Estonia, October 6-8, 2020 : proceedings. Danvers : IEEE, 2020. 4 p.
https://doi.org/10.1109/BEC49624.2020.9277115 - Lazouskaya, M., Tamm, M., Scheler, O. et al. Nafion as a protective membrane for screen-printed pH-sensitive ruthenium oxide electrodes // 2020 17th Biennial Baltic electronics conference, Tallinn, Estonia, October 6-8, 2020 : proceedings. Danvers : IEEE, 2020. 4 p. : ill.
https://doi.org/10.1109/BEC49624.2020.9276822 - Khan, M.I., Reggiani, L., Alam, M.M., Le Moullec, Y., Sharma, N. et al. Q-Learning based joint energy-spectral efficiency optimization in multi-hop device-to-device communication // Sensors (2020) vol. 20, 22, art. 6692, 23 p.: ill.
https://doi.org/10.3390/s20226692 - Khan, S.M.Z., Le Moullec, Y., Alam, M.M. An NB-IoT based edge-of-things framework for energy-efficient image transfer // Sensors (2021) vol. 21, 17, art. 5929, 21 p. : ill.
https://doi.org/10.3390/s21175929 - Alam, M.M., Le Moullec, Y., Ahmad, R. A primer on public safety communication in the context of terror attacks: the NATO SPS “COUNTER-TERROR” project // Advanced Technologies for Security Applications : Proceedings of the NATO Science for Peace and Security 'Cluster Workshop on Advanced Technologies', 17-18 September 2019, Leuven, Belgium. Dordrecht : Springer, 2020. p. 19-34. (NATO Science for Peace and Security Series B: Physics and Biophysics).
https://doi.org/10.1007/978-94-024-2021-0_3 - Patankar, U.S., Flores, M.E., Koel, A. Division algorithms - from past to present chance to improve area time and complexity for digital applications // LAEDC 2020 : Latin American Electron Devices Conference, San José, Costa Rica, February 25-28, 2020. Danvers : IEEE, 2020. 4 p.
https://doi.org/10.1109/LAEDC49063.2020.9073050 - Malayjerdi, E., Sell, R., Malayjerdi, M., Udal, A., Bellone, M. Practical path planning techniques in overtaking for autonomous shuttles // Journal of field robotics (2022) Vol. 39, 4, p. 410-425.
https://doi.org/10.1002/rob.22057 - Ziko, M.H., Koel, A., Rang, T., Toompuu, J. Analysis of barrier inhomogeneities of P-type Al/4H-SiC Schottky barrier diodes // Silicon Carbide and Related Materials 2019 : Selected peer-reviewed papers from International Conference on Silicon Carbide and Related Materials 2019 (ICSCRM 2019), September 29 - October 4, 2019, Kyoto, Japan, Materials science forum. Zürich : Trans Tech Publications, 2020. p. 960-972. (Materials science forum ; 1004).
https://doi.org/10.4028/www.scientific.net/MSF.1004.960 - Rahbari, D., Alam, M. M., Le Moullec, Y., Jenihhin, M. Edge-to-Fog collaborative computing in a swarm of drones // Advances in Model and Data Engineering in the Digitalization Era : MEDI 2021 International Workshops: DETECT, SIAS, CSMML, BIOC, HEDA, Tallinn, Estonia, June 21–23, 2021 : proceedings. Cham : Springer, 2021. p. 78–87. (Communications in computer and information science ; 1481).
https://doi.org/10.1007/978-3-030-87657-9_6 - Leier, M., Riid, A., Alumäe, T., Reinsalu, U., Pihlak, R., Udal, A., Heinsar, R., Vainküla, S. Smart elevator with unsupervised learning for visitor profiling and personalised destination prediction // 2021 IEEE International Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) : Virtual Conference, 14-22 May 2021 : proceedings. Danvers : IEEE, 2021. p. 9-16.
https://doi.org/10.1109/CogSIMA51574.2021.9475921 - Mwakwata, C.B., Alam, M.M., Le Moullec, Y., Malik, H., Pärand, S. Cooperative interference avoidance scheduler for radio resource management in NB-IoT systems // EuCNC 2020: 2020 European Conference on Networks and Communications (EuCNC), Dubrovnik, Croatia, Croatia, 15-18 June 2020 : proceedings. Danvers : IEEE, 2020. p. 154-159.
https://doi.org/10.1109/EuCNC48522.2020.9200967 - Ashraf, K., Le Moullec, Y., Pardy, T., Rang, T. Model-based system architecture for event-triggered wireless control of bio-analytical devices // 2021 24th Euromicro Conference on Digital System Design (DSD), 01-03 September 2021. : IEEE, 2021. p. 465–471 : ill.
https://doi.org/10.1109/DSD53832.2021.00076 - Mwakwata, C. B., Elgarhy, O. M. M., Alam, M. M., Le Moullec, Y., Parand, S., Trichias, K., Ramantas, K. Cooperative scheduler to enhance massive connectivity in 5G and beyond by minimizing interference in OMA and NOMA // IEEE Systems Journal (2022) vol. 16, 3, p. 5044-5055.
https://doi.org/10.1109/JSYST.2021.3114338 - Astrov, I., Udal, A., Molder, H. An optimal control method for an autonomous surface vessel for environment monitoring and cargo transportation applications // 2021 25th International Conference Electronics : Proceedings of the 25th International Conference : ELECTRONICS 2021, Kaunas University of Technology, 14th–16th June, 2021, Palanga, Lithuania. Danvers : IEEE, 2021. 6 p.
https://doi.org/10.1109/IEEECONF52705.2021.9467483 - Rashid, M. H., Koel, A., Rang, T., et al. Modeling and simulations of 4H-SiC/6H-SiC/4H-SiC single quantum-well light emitting diode using diffusion bonding technique // Micromachines (2021) vol. 12, 12, art. 1499.
https://doi.org/10.3390/mi12121499 - Karaliunas, M., Udal, A., Valušis, G. Depopulation mechanism for incoherent terahertz source – THz Torch – based on GaAsBi/GaAs quantum well in GaAs/AlGaAs parabolic quantum well // Lithuanian journal of physics (2020) vol. 60, 2, p. 113-124.
https://doi.org/10.3952/physics.v60i2.4226 - Masood, A., Alam, M.M., Le Moullec, Y. Direct discovery-based cooperative device-to-device communication for emergency scenarios in 6G // 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) : proceedings. : IEEE, 2022. p. 297-302 : ill.
https://doi.org/10.1109/EuCNC/6GSummit54941.2022.9815706 - Ezechukwu, D. N., Le Moullec, Y. CapsNet on embedded devices in a data scarce scenario // 2022 18th Biennial Baltic Electronics Conference (BEC). : IEEE, 2022. 6 l..
https://doi.org/10.1109/BEC56180.2022.9935600 - Lazouskaya, M., Stulova, I., Sõrmus, A., Scheler, O., Tiisma, K., Vinter, T., Loov, R., Tamm, M. Front-face fluorimeter for the determination of cutting time of cheese curd // Foods (2021) vol. 10, 3, art. 576, 13 p.
https://doi.org/10.3390/foods10030576 - Scazzoli, D., Magarini, M., Reggiani, L., Le Moullec, Y., Mahtab Alam, M. A deep learning approach for LoS/NLoS identification via PRACH in UAV-assisted public safety networks // 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, August 31 - September 3, 2020 in London, United Kingdom : proceedings. Danvers : IEEE, 2020. 6 p.
https://doi.org/10.1109/PIMRC48278.2020.9217127 - Gyimah, N., Jõemaa, R., Pärnamets, K., Scheler, O., Rang, T., Pardy, T. PID controller tuning optimization using genetic algorithm for droplet size control in microfluidics // 2022 18th Biennial Baltic Electronics Conference (BEC). : IEEE, 2022. 6 p.
https://doi.org/10.1109/BEC56180.2022.9935596 - Astrov, I., Udal, A., Molder, H., Jalakas, T., Moller, T. Wind force model and adaptive control of catamaran model sailboat // 2022 8th International Conference on Automation, Robotics and Applications, ICARA 2022. : IEEE, 2022. p. 202-208 : ill.
https://doi.org/10.1109/ICARA55094.2022.9738524 - Jõemaa, R., Grosberg, M., Rang, T., Pardy, T. Low-cost, portable dual-channel pressure pump for droplet microfluidics // 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO), 23-27 May 2022, Opatija, Croatia : proceedings. Rijeka : MIPRO, IEEE, 2022. p. 205-211 : ill.
https://doi.org/10.23919/MIPRO55190.2022.9803371 - Pärnamets, K., Koel, A., Pardy, T., Rang, T. Open source hardware cost-effective imaging sensors for high-throughput droplet microfluidic systems // Proceedings of 26th International Conference : ELECTRONICS 2022. : IEEE, 2022. 6 p.
https://doi.org/10.1109/IEEECONF55059.2022.9810383 - Astrov, I., Udal, A., Pikner, H., Malayjerdi, E. A model-based LQR control of an obstacle avoidance maneuver of a self-driving car // 2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI) : Poprad, Slovakia, 2-5 March 2022. : IEEE, 2022. p. 473-478 : ill.
https://doi.org/10.1109/SAMI54271.2022.9780755 - Caforio, G., Scazzoli, D., Reggiani, L., Le Moullec, Y., Alam, M. et al. A configurable radio jamming prototype for physical layer attacks against malicious unmanned aerial vehicles // 2020 17th Biennial Baltic electronics conference, Tallinn, Estonia, October 6-8, 2020 : proceedings. Danvers : IEEE, 2020. 6 p. : ill.
https://doi.org/10.1109/BEC49624.2020.9277253 - Hegedus, K., Hantos, G., Pardy, T., Ender, F. In-situ thermal performance monitoring of Pharma 4.0 Flow Bioreactors // 2020 26th International Workshop on Thermal Investigations of ICs and Systems (THERMINIC). Danvers : IEEE, 2020. 4 p. : ill.
https://doi.org/10.1109/THERMINIC49743.2020.9420529 - Udal, A., Jaanus, M., Piho, G. Task-based mobile learning ISC-system: built-in Coronavirus immunity confirmed // Educating Engineers for Future Industrial Revolutions : Proceedings of the 23rd International Conference on Interactive Collaborative Learning (ICL2020). Volume 2. Cham : Springer, 2021. p. 604-616. (Advances in Intelligent Systems and Computing ; 1329).
https://doi.org/10.1007/978-3-030-68201-9_59 - Prabatama, N. A., Jõemaa, R., Hegedus, K., Pardy, T. Low-cost open-source flow velocity sensor for droplet generators // 2022 18th Biennial Baltic Electronics Conference (BEC). : IEEE, 2022. p. 1-4.
https://doi.org/10.1109/BEC56180.2022.9935606 - Masood, A., Le Moullec, Y., Alam, M. M. Experimental characterization of ProSe direct discovery for emergency scenarios // 2021 IEEE 7th World Forum on Internet of Things (WF-IoT), 14 June 2021 - 31 July 2021, New Orleans, LA, USA : proceedings. : IEEE, 2021. p. 891−896.
https://doi.org/10.1109/WF-IoT51360.2021.9595305 - Lazouskaya, M., Scheler, O., Uppuluri, K., Zaraska, K., Tamm, M. Reusability of RuO2-Nafion electrodes, suitable for potentiometric pH measurement // 2022 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS), Vienna, Austria, 2022. : IEEE, 2022. p. 1-4.
https://doi.org/10.1109/FLEPS53764.2022.9781521 - Udal, A., Jürise, M., Kaugerand, J., Sell, R. COMSPECT : a compact model for green vegetation reflectance spectra in the 400–900 nm wavelength range // Proceedings of the Estonian Academy of Sciences (2020) 4, p. 277-286 : ill.
https://doi.org/10.3176/proc.2020.4.01 - Astrov, I., Udal, A., Molder, H. A trajectory control method for a strongly underactuated spherical underwater surveillance robot // 2021 IEEE 25th International conference on intelligent engineering systems (INES), 7-9 July 2021 : conference proceedings. Danvers : IEEE, 2021. p. 43–48.
https://doi.org/10.1109/INES52918.2021.9512931 - Astrov, I., Udal, A., Jaanus, M. A model-based adaptive control of an autonomous driving car for lane change maneuver // 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), September 27 - October 1, 2021, Opatija, Croatia : proceedings. Rijeka : MIPRO, 2021. p. 1330-1335 : ill.
http://www.mipro.hr/LinkClick.aspx?fileticket=RAMnkK6T5UQ%3d&tabid=196&language=hr-HR https://doi.org/10.23919/MIPRO52101.2021.9597195 - Patankar, U.S., Koel, A., Pardy, T. Numerical simulations of wideband SiC N-N heterostructure diode // LAEDC 2020 : Latin American Electron Devices Conference, San José, Costa Rica, February 25-28, 2020. Danvers : IEEE, 2020. 4 p.
https://doi.org/10.1109/LAEDC49063.2020.9073489 - Sanka, I., Bartkova, S., Pata, P, Smolander, O.-P., Scheler, O. High-throughput pipeline for polydisperse droplet analysis // MicroTAS 2021 - 25th International Conference on Miniaturized Systems for Chemistry and Life Sciences. : Chemical and Biological Microsystems Society, 2021. p. 563-564.
https://microtas2021.org/program/MicroTAS2021_Program.pdf - Patankar, U., Koel, A., Patankar, S., Flores, M. E. Area efficient hexadecimal divider circuit implementation based on USP-awadhoot division algorithm // IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). : IEEE, 2021. p. 1-8.
https://doi.org/10.1109/ICE/ITMC52061.2021.9570263 - Astrov, I., Udal, A., Mõlder, H., Jalakas, T., Möller, T. Experimentally adjusted modelling and simulation technique for a catamaran autonomous surface vessel // International Conference on Electrical, Computer, and Energy Technologies, ICECET 2022, Prague, Czech Republic, July 20-22, 2022. Piscataway : IEEE, 2022. 7 p. : ill.
https://doi.org/10.1109/ICECET55527.2022.9873069 - Grigorjev, N., Le Moullec, Y., Kuusik, A. Prototyping of a machine learning based auxiliary neurostimulation system // 2022 18th Biennial Baltic Electronics Conference (BEC). : IEEE, 2022. 6 l..
https://doi.org/10.1109/BEC56180.2022.9935607 - Patankar, U.S., Koel, A., Pardy, T. Simulations of wide bandgap SiC N-N heterostructure diode // 2020 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, USA, January 4-6, 2020. Danvers : IEEE, 2020. 4 p.
https://doi.org/10.1109/ICCE46568.2020.9043130 - Pardy, T., Filograno, L., Rang, T. et al. Development of automated detection and wireless reporting for a handheld point-of-care test // 2020 17th Biennial Baltic electronics conference, Tallinn, Estonia, October 6-8, 2020 : proceedings. Danvers : IEEE, 2021. 4 p. : ill.
https://doi.org/10.1109/BEC49624.2020.9276773 - Patankar, U., Koel, A., Patankar, S., Flores, M. E. Complex division by Baudhayan triplet algorithm using novel state of the art USP-awadhoot divider // IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC). : IEEE, 2021. p. 1918-1922.
https://doi.org/10.1109/IMCEC51613.2021.9482010 - Lazouskaya, M., Vetik, I., Uppuluri, K., Razmi, N., Scheler, O. Cleaning procedure for the screen-printed RuO2 pH electrodes // IEEE Sensors 2022 : Dallas, Texas, USA : 30 October 2022 - 02 November 2022 : Sensors 2022 conference proceedings. : IEEE, 2022. 4 p. : ill.
https://doi.org/10.1109/SENSORS52175.2022.9967177 - Patankar, U., Koel, A., Patankar, S., Flores, M. F. Divider implementation based on USP-awadhoot division algorithm For area optimization // IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC). : IEEE, 2021. p. 1675-1682.
https://doi.org/10.1109/IMCEC51613.2021.9482132 - Rashid, M.H., Koel, A., Rang, T. Nano- and Micro-Scale simulations of Ge/3C-SiC and Ge/4H-SiC NN-heterojunction diodes // Silicon Carbide and Related Materials 2019 : 18th International Conference on Silicon Carbide and Related Materials 2019 (ICSCRM 2019), Kyoto, Japan, September 29 - October 4, 2019, Materials science forum. Zürich : Trans Tech Publications, 2020. p. 490-496. (Materials science forum ; 1004).
https://doi.org/10.4028/www.scientific.net/MSF.1004.490 - Udal, A., Jürise, M., Kaugerand, J., Sell, R. Easy to use empirical model for green vegetation reflection spectrum in VIS-NIR range // SPIE digital library., 2020. art. 115240H-1–14.
https://doi.org/10.1117/12.2570820 - Gupta, A., Saar, T., Märtens, O., Le Moullec, Y., Sintorn, I-M. Detection of pulmonary micronodules in computed tomography images and false positive reduction using 3D convolutional neural networks // International Journal of Imaging Systems and Technology (2019) vol. 30, 2, p. 327-339 : ill.
https://doi.org/10.1002/ima.22373 - Laadung, T., Ulp, S., Alam, M. M., Le Moullec, Y. Performance evaluation of UWB active-passive two-way ranging distance estimation matrix weighting methods // WiP Proceedings of the Twelfth International Conference on Indoor Positioning and Indoor Navigation. : CEUR Workshop Proceedings, 2022. p. paper29.
https://ceur-ws.org/Vol-3248/paper29.pdf - Islam, Md. R., Le Moullec, Y., Afrin, F., Ahmed, F. Deep-learning based blood cells classification and initial edge device implementation // 2022 18th Biennial Baltic Electronics Conference (BEC). : IEEE, 2022. 6 p. : ill.
https://doi.org/10.1109/BEC56180.2022.9935610 - Alam, M.M., Hämäläinen, M., Mucchi, L., Niazi, I.K., Le Moullec, Y. Preface // Body Area Networks. Smart IoT and Big Data for Intelligent Health : 15th EAI International Conference, BODYNETS 2020, Tallinn, Estonia, October 21, 2020 : proceedings. Cham : ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2020. p. V. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; 330).
https://link.springer.com/content/pdf/bfm:978-3-030-64991-3/1?pdf=chapter%20toc https://doi.org/10.1007/978-3-030-64991-3 - Pardy, T., Jõemaa, R., Ender, F., Rang, T. et al. Polymer nanofiber deposition in lab-on-a-chip devices by electrospinning // 2020 17th Biennial Baltic electronics conference, Tallinn, Estonia, October 6-8, 2020 : proceedings. Danvers : IEEE, 2020. 4 p. : ill.
https://doi.org/10.1109/BEC49624.2020.9277494 - Patankar, U., Koel, A. SEU study of wideband heterostructure diode for particle detection // 2021 IEEE International Conference on Consumer Electronics (ICCE). : IEEE, 2021. 4 p. : ill.
https://doi.org/10.1109/ICCE50685.2021.9427613 - Patankar, U., Flores, M., Koel, A. Study of estimation based functional iteration approximation dividers // ICCE-2021 IEEE International Conference on Consumer Electronics, CES. : IEEE, 2021. p. 1-4.
https://doi.org/10.1109/ICCE50685.2021.9427657 - Khan, S. M. Z., Hein, H., Alam, M. M., Le Moullec, Y., Parand, S. NB-IoT based visual smart waste management system // 2022 18th Biennial Baltic Electronics Conference (BEC). : IEEE, 2022. 6 p. : ill.
https://doi.org/10.1109/BEC56180.2022.9935601 - Ainomäe, A., Trump, T., Le Moullec, Y. Distributed adaptive largest eigenvalue detection with SNR weighted observations [Online resource] // BEC 2018 : 2018 16th Biennial Baltic Electronics Conference (BEC) : proceedings of the 16th Biennial Baltic Electronics Conference, October 8-10, 2018. : IEEE, 2018. 4 p. : ill.
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