Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

• Incorporating softmax in psychophysical detection models for normal and electric hearing

  2026 MethodsX article Neuroscience Hearing Loss and Rehabilitation Open access

  0

  citations
• Counterexample-Guided Abstraction Refinement for Star-Based Neural Network Verification

  2025 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification

  0

  citations
• Generalizing neural network verification to the family of piece-wise linear activation functions

  2025 Science of Computer Programming article Computer Science Formal Methods in Verification Open access

  3

  citations
• Deep NURBS—admissible physics-informed neural networks

  2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access

  5

  citations
• Enhancing quantum adversarial robustness by randomized encodings

  2024 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

  35

  citations
• Extending Neural Network Verification to a Larger Family of Piece-wise Linear Activation Functions

  2023 Electronic Proceedings in Theoretical Computer Science article Computer Science Formal Methods in Verification Open access

  4

  citations
• On the order of derivation in the training of physics-informed neural networks: case studies for non-uniform beam structures

  2023 Acta Mechanica article Physics and Astronomy Model Reduction and Neural Networks

  25

  citations
• Learning to detect an animal sound from five examples

  2023 Ecological Informatics article Computer Science Music and Audio Processing Open access

  68

  citations
• AI Super-Resolution: Application to Turbulence and Combustion

  2023 Lecture notes in energy book-chapter Physics and Astronomy Model Reduction and Neural Networks Open access

  2

  citations
• Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Large-Eddy Simulations of ECN Spray C

  2022 SAE International Journal of Advances and Current Practices in Mobility article Chemical Engineering Advanced Combustion Engine Technologies Open access

  8

  citations
• Prospects for Analog Circuits in Deep Networks

  2021 Springer eBooks book-chapter Engineering Advanced Memory and Neural Computing

  4

  citations
• The Artificial Intelligence Doctor: Considerations for the Clinical Implementation of Ethical AI

  2021 Acta neurochirurgica. Supplementum book-chapter Medicine Artificial Intelligence in Healthcare and Education

  12

  citations
• Reprint of: Application cases of biological transformation in manufacturing technology

  2021 CIRP journal of manufacturing science and technology article Engineering Digital Transformation in Industry Open access

  3

  citations
• A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards

  2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  71

  citations
• Deep Learning and Conventional Machine Learning for Image-Based in-Situ Fault Detection During Laser Welding: A Comparative Study

  2021 Preprints.org preprint Engineering Industrial Vision Systems and Defect Detection Open access

  4

  citations
• Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows

  2021 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access

  150

  citations
• Using Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Reconstruct Mixture Fraction Statistics of Turbulent Jet Flows

  2021 Lecture notes in computer science conference-paper Physics and Astronomy Model Reduction and Neural Networks

  1

  citations
• Application cases of biological transformation in manufacturing technology

  2020 CIRP journal of manufacturing science and technology article Engineering Digital Transformation in Industry Open access

  25

  citations

18 results