Cyclical Learning Rates for Training Neural Networks

• Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models

  2026 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access

  1

  citations
• Resolution enhancement of scanning electron micrographs using artificial intelligence

  2025 Materials & Design article Computer Science Advanced Image Processing Techniques Open access

  5

  citations
• Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage

  2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access

  3

  citations
• Physics-Based Self-Learning Spiking Neural Network enhanced time-integration scheme for computing viscoplastic structural finite element response

  2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  13

  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
• Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer

  2023 npj Breast Cancer article Computer Science AI in cancer detection Open access

  8

  citations
• Resolving the Doubts: On the Construction and Use of ResNets for Side-Channel Analysis

  2023 Mathematics article Computer Science Cryptographic Implementations and Security Open access cited by 2 patents

  10

  citations
• Applying machine learning to fine classify construction and demolition waste based on deep residual network and knowledge transfer

  2022 Environment Development and Sustainability article Computer Science Advanced Neural Network Applications Open access

  42

  citations
• Supervised machine learning aided behavior classification in pigeons

  2022 Behavior Research Methods article Computer Science Human Pose and Action Recognition Open access

  18

  citations
• Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning

  2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

  193

  citations
• Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours

  2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

  66

  citations
• UISketch: A Large-Scale Dataset of UI Element Sketches

  2021 CHI Conference on Human Factors in Computing Systems conference-paper Computer Science Usability and User Interface Design cited by 3 patents

  11

  citations
• Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling

  2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents

  40

  citations
• The Unreasonable Effectiveness of the Final Batch Normalization Layer

  2021 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques

  0

  citations

14 results