| 2026 | AAAI | Multimodal Super-Resolution: Discovering Hidden Physics and Its Application to Fusion Plasmas (Abstract Reprint). | Azarakhsh Jalalvand, SangKyeun Kim, Jaemin Seo, Qiming Hu, Max Curie, Peter Steiner, Andrew Oakleigh Nelson, Yong-Su Na, Egemen Kolemen |
| 2023 | IJCNN | Alfvn eigenmode detection using Long-Short Term Memory Networks and CO2 Interferometer data on the DIII-D National Fusion Facility. | Alvin V. Garcia, Azarakhsh Jalalvand, Peter Steiner, Andrew Rothstein, Michael Van Zeeland, William W. Heidbrink, Egemen Kolemen |
| 2023 | IJCNN | Application of neural networks in beam emission spectroscopy modelling. | Azarakhsh Jalalvand, Ors Asztalos, Mate Karacsonyi, Gergo I. Pokol |
| 2023 | IJCNN | Multimodal Prediction of Tearing Instabilities in a Tokamak. | Jaemin Seo, Rory Conlin, Andrew Rothstein, SangKyeun Kim, Joseph Abbate, Azarakhsh Jalalvand, Egemen Kolemen |
| 2023 | IJCNN | Non-Standard Echo State Networks for Video Door State Monitoring. | Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz |
| 2021 | ICANN | Unsupervised Pretraining of Echo State Networks for Onset Detection. | Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz |
| 2021 | IWANN | Improved Acoustic Modeling for Automatic Piano Music Transcription Using Echo State Networks. | Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz |
| 2020 | ICPR | Feature Engineering and Stacked Echo State Networks for Musical Onset Detection. | Peter Steiner, Azarakhsh Jalalvand, Simon Stone, Peter Birkholz |
| 2018 | ICMLA | Multivariate Time Series for Data-Driven Endpoint Prediction in the Basic Oxygen Furnace. | Davi Alberto Sala, Azarakhsh Jalalvand, Andy Van Yperen-De Deyne, Erik Mannens |
| 2017 | ICCCN | Dynamically Reconfigurable Architecture for Fault-Tolerant 2D Networks-on-Chip. | Poona Bahrebar, Azarakhsh Jalalvand, Dirk Stroobandt |
| 2016 | IJCNN | Towards using Reservoir Computing Networks for noise-robust image recognition. | Azarakhsh Jalalvand, Wesley De Neve, Rik Van de Walle, Jean-Pierre Martens |
| 2013 | Interspeech | Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition. | Fabian Triefenbach, Azarakhsh Jalalvand, Kris Demuynck, Jean-Pierre Martens |
| 2012 | Interspeech | Continuous Digit Recognition in Noise: Reservoirs can do an excellent job! | Azarakhsh Jalalvand, Fabian Triefenbach, Jean-Pierre Martens |
| 2011 | Interspeech | Connected Digit Recognition by Means of Reservoir Computing. | Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens |