Bayesian Learning for Neural Networks

• Data variability in neural network Bayesian inference

  2025 Physical Review Research article Computer Science Neural Networks and Applications Open access

  0

  citations
• Discovering uncertainty: Bayesian constitutive artificial neural networks

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

  37

  citations
• Discovering uncertainty: Bayesian constitutive artificial neural networks

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Machine Learning in Healthcare Open access

  6

  citations
• Optimizing Resource Allocation Based on Predictive Process Monitoring

  2023 IEEE Access article Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 1 patent

  17

  citations
• Decomposing neural networks as mappings of correlation functions

  2022 Physical Review Research article Computer Science Neural Networks and Applications Open access

  12

  citations
• Classification of Fermi-LAT blazars with Bayesian neural networks

  2022 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

  14

  citations
• A Gaussian Process Based Method for Data- Efficient Remaining Useful Life Estimation

  2021 IEEE Access article Engineering Machine Fault Diagnosis Techniques Open access

  23

  citations

7 results