This session is sponsored by the ANS Mathematics & Computation Division.

Papers

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Anomaly Detection in a Cold Trap Liquid Sodium Purification System through Multisensory Data Fusion with Deep Learning Autoencoders

10:15–10:35AM EDT

Alexandra G. Akins (North Carolina State University, Argonne National Laboratory), Alexander Heifetz (ANL)

Paper

Machine Learning-Based Error Correction Model for Low-Fidelity BWR Colorset Simulation

10:35–10:55AM EDT

Muhammad R. Oktavian (Purdue), Jonathan M. Nistor (Blue Wave AI Labs), John T. Gruenwald (Blue Wave AI Labs), Yunlin Xu (Purdue)

Paper

Simulating Photoelectric Radiation Transport in Cylindrical Gas Filled Photoemission Driven Cavities

10:55–11:15AM EDT

Ravi Shastri (Missouri Univ. Science and Technology)

Paper

Can Advances in Artificial Intelligence Surpass Legacy Algorithms for PWR Core Optimization?

11:15–11:35AM EDT

Paul R. Seurin (MIT), Koroush Shirvan (MIT)

Paper