Weight Uncertainty in Neural Networks

• Fault representation in structural modelling with implicit neural representations

  2025 Computers & Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  5

  citations
• Discovering uncertainty: Bayesian constitutive artificial neural networks

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

  6

  citations
• Predicting clinical endpoints and visual changes with quality-weighted tissue-based renal histological features

  2024 Frontiers in Transplantation article Computer Science AI in cancer detection Open access

  0

  citations
• End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines

  2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access

  4

  citations
• Predicting Clinical Endpoints and Visual Changes with Quality-Weighted Tissue-based Renal Histological Features

  2022 medRxiv preprint Computer Science AI in cancer detection Open access

  0

  citations
• Deep recurrent optical flow learning for particle image velocimetry data

  2021 Nature Machine Intelligence article Engineering Fluid Dynamics and Turbulent Flows

  142

  citations
• JAXNS: a high-performance nested sampling package based on JAX

  2020 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access

  3

  citations
• Spectral methods to study the robustness of residual neural networks with infinite layers

  2020 Foundations of Data Science article Physics and Astronomy Model Reduction and Neural Networks Open access

  4

  citations

8 results