Variational Inference with Normalizing Flows

• Detection of abnormal SOH estimates in battery field data using statistical learning

  2025 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

  3

  citations
• MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing

  2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access

  9

  citations
• A high throughput generative vector autoregression model for stochastic synapses

  2022 Frontiers in Neuroscience article Engineering Advanced Memory and Neural Computing Open access

  7

  citations
• The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

  2022 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  115

  citations
• Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations

  2022 conference-paper Computer Science Anomaly Detection Techniques and Applications Open access cited by 1 patent

  16

  citations
• Report on 2105.14027v2

  2021 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on 2105.14027v1

  2021 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations

7 results