W6631943919

• Sample-efficient reinforcement learning of Koopman eNMPC

  2025 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  1

  citations
• Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations

  2024 Future Generation Computer Systems article Computer Science Advanced Image Processing Techniques Open access

  8

  citations
• Accurate distances measures and machine learning of the texture-property relation for crystallographic textures represented by one-point statistics

  2024 Modelling and Simulation in Materials Science and Engineering article Materials Science X-ray Diffraction in Crystallography Open access

  2

  citations
• End-To-End Training of a Neural HMM with Label and Transition Probabilities

  2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) conference-paper Computer Science Speech Recognition and Synthesis

  4

  citations
• Gradient descent for deep matrix factorization: Dynamics and implicit bias towards low rank

  2023 Applied and Computational Harmonic Analysis article Engineering Sparse and Compressive Sensing Techniques

  14

  citations
• Training Spiking Neural Networks Using Lessons From Deep Learning

  2023 Proceedings of the IEEE article Engineering Advanced Memory and Neural Computing Open access

  786

  citations
• Self-Calibrating Loss Models for Real-Time Monitoring of Power Modules Based on Artificial Neural Networks

  2022 IEEE Energy Conversion Congress and Exposition (ECCE) conference-paper Engineering Silicon Carbide Semiconductor Technologies cited by 1 patent

  11

  citations
• Smaller generalization error derived for a deep residual neural network compared with shallow networks

  2022 IMA Journal of Numerical Analysis article Engineering Geophysical Methods and Applications Open access

  4

  citations
• Generally Applicable Deep Speech Inpainting Using the Example of Bandwidth Extension

  2021 2021 29th European Signal Processing Conference (EUSIPCO) conference-paper Computer Science Speech and Audio Processing

  2

  citations
• Coupling kinetic and continuum using data-driven maximum entropy distribution

  2021 Journal of Computational Physics article Mathematics Gas Dynamics and Kinetic Theory Open access

  12

  citations
• Recurrent Phase Reconstruction Using Estimated Phase Derivatives from Deep Neural Networks

  2021 conference-paper Computer Science Speech and Audio Processing

  14

  citations
• Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage composition

  2021 Osteoarthritis and Cartilage article Medicine Osteoarthritis Treatment and Mechanisms Open access cited by 3 patents

  23

  citations
• Day-ahead prediction of plug-in loads using a long short-term memory neural network

  2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization cited by 2 patents

  27

  citations
• Automatic frequency restoration reserve market prediction: Methodology and comparison of various approaches

  2020 Applied Energy article Engineering Energy Load and Power Forecasting

  39

  citations
• Layer-Normalized LSTM for Hybrid-Hmm and End-To-End ASR

  2020 conference-paper Computer Science Speech Recognition and Synthesis

  8

  citations

15 results