Expertise
Computer Science
- Reinforcement Learning
- Robot
- Computer Interface
- Models
- Control
- Representation Learning
- Robotics
- mobile robot navigation
Organisations
Publications
2024
Machine learning-enhanced mass flow measurements using a Coriolis mass flow sensorIn The 5th Conference On MicroFluidic Handling Systems (MFHS 2024) (pp. 65-68). Zubavicius, R., Alveringh, D., Poel, M., Groenesteijn, J., Sanders, R. G. P., Wiegerink, R. J. & Lötters, J. C.Complication Prediction after Esophagectomy with Machine Learning, Article 439. van de Beld, J.-J., Crull, D., Mikhal, J., Geerdink, J., Veldhuis, A., Poel, M. & Kouwenhoven, E. A.https://doi.org/10.3390/diagnostics14040439Fluid Viscosity and Density Determination With Machine Learning-Enhanced Coriolis Mass Flow SensorsIn 2024 IEEE 37th International Conference on Micro Electro Mechanical Systems (MEMS) (pp. 82-85). IEEE. Zubavicius, R., Alveringh, D., Poel, M., Groenesteijn, J., Sanders, R. G. P., Wiegerink, R. J. & Lötters, J. C.https://doi.org/10.1109/MEMS58180.2024.10439597
2023
Database of lower limb kinematics and electromyography during gait-related activities in able-bodied subjects, Article 461. Schulte, R. V., Prinsen, E. C., Schaake, L., Paassen, R. P. G., Zondag, M., Staveren, E. S. v., Poel, M. & Buurke, J. H.https://doi.org/10.1038/s41597-023-02341-6Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models. Botteghi, N., Califano, F., Poel, M. & Brune, C.
2022
Up to one's knees in data: Data-driven intent recognition using electromyography for the lower limb. University of Twente. Schulte, R. V.https://doi.org/10.3990/1.9789036554862Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes, Article 227. Verma, D., Jansen, D., Bach, K., Poel, M., Mork, P. J. & d'Hollosy, W.https://doi.org/10.1186/s12911-022-01973-9Adaptive Lower Limb Pattern Recognition for Multi-Day Control, Article 6351. Schulte, R. V., Prinsen, E. C., Buurke, J. H. & Poel, M.https://doi.org/10.3390/s22176351Unsupervised Representation Learning in Deep Reinforcement Learning: A Review, 1. ArXiv.org. Botteghi, N., Poel, M. & Brune, C.https://doi.org/10.48550/arXiv.2208.14226Detecting Fear of Heights Response to a Virtual Reality Environment Using Functional Near-Infrared Spectroscopy, Article 652550. de With, L. A., Thammasan, N. & Poel, M.https://doi.org/10.3389/fcomp.2021.652550
Research profiles
My main educational topics are Artificial Intelligence, Machine Learning and Brain Computer Interfaces.
Affiliated study programs
Courses academic year 2023/2024
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
- 191211650 - Multi-Disciplinary Design Project
- 192166200 - Capita Selecta I-Tech
- 192199508 - Research Topics CS
- 192199968 - Internship CS
- 192199978 - Final Project CS
- 192399979 - Final Project BIT
- 201300058 - Research Topics BIT
- 201300059 - Internship BIT
- 201300086 - Research Topics 2 CS
- 201400171 - Capita Selecta Software Technology
- 201500371 - Capita Selecta BIT
- 201600017 - Final Project Preparation
- 201800524 - Research Topics EIT
- 201900200 - Final Project EMSYS
- 201900223 - Capita Selecta Electrical Engineering
- 202001434 - Internship EMSYS
- 202001521 - Capita Selecta EngD (external course)
- 202001522 - Capita Selecta EngD (in-company tr.)
- 202001613 - MSc Final Project BIT + CS
- 202001614 - MSc Final Project CS + I-Tech
- 202001616 - Research Topics CS + I-TECH
- 202100161 - Graduation Project Part II
Courses academic year 2022/2023
- 191211650 - Multi-Disciplinary Design Project
- 192166200 - Capita Selecta I-TECH
- 192199508 - Research Topics CS+IST
- 192199968 - Internship CS
- 192199978 - Final Project CS+IST
- 192399979 - Final Project BIT
- 201300058 - Research Topics BIT
- 201300059 - Internship BIT
- 201300086 - Research Topics 2 CS+IST
- 201300294 - Master Thesis SEC Computer Science
- 201400171 - Capita Selecta Software Technology
- 201500371 - Capita Selecta BIT
- 201600017 - Final Project Preparation
- 201600078 - BCI
- 201600085 - AP in BCI
- 201800337 - AI
- 201800524 - Research Topics EIT
- 201900194 - Research Topics I-Tech
- 201900195 - Final Project I-Tech
- 201900200 - Final Project EMSYS
- 201900223 - Capita Selecta Electrical Engineering
- 201900234 - Internship I-Tech
- 202000993 - Artificial Intelligence
- 202001434 - Internship EMSYS
- 202001521 - Capita Selecta EngD (external course)
- 202001522 - Capita Selecta EngD (in-company tr.)
- 202001613 - MSc Final Project BIT + CS
- 202001614 - MSc Final Project CS + I-Tech
- 202001616 - Research Topics CS + I-TECH
- 202100161 - Graduation Project Part II
- 202100340 - Combined Final Project EE/S&C
- 202200251 - Capita Selecta DST
- 202200377 - Internship I-Tech / Robotics
- 202200399 - Internship I-Tech / Robotics
Address
![](https://1348661504.rsc.cdn77.org/.uc/iff4689c40103f3eb1100f2c8f403e85637f06a7b284b0801e3bc0268018041/zilverling.jpg)
University of Twente
Zilverling (building no. 11), room 4102
Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling 4102
P.O. Box 217
7500 AE Enschede
Netherlands