Research Topics

Deep Neural Network
Uncertainty Quantification

Model Independent
Anomaly Detection

Large Hadron Collider Physics

Geophysics

Select Papers & Talks

Select Papers

  • [1] I. Elsharkawy, et.al, Uncertainty Quantification from Scaling Laws in Deep Neural Networks, Machine Learning and the Physical Sciences Workshop @ NeurIPS 2024.

Select Talks

  • [2] 1st Place Competition Milestone (Ensembles and Uncertainty Quantification) in The Challenge of Handling Uncertainties in Fundamental Science @ NeurIPS 2024.

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