Author

F. Valiev

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Sep 2026

Addressing the Challenges of Heavy Ion Collision Parameters Estimation via Neural Network Techniques

Deep learning models trained with domain adaptation strategies and mixed datasets from multiple event generators demonstrate stable performance under limited and partially decorrelated detector information and extend the previously developed Deep Reconstruction Neural Network model to estimate the number of spectators.

K. Galaktionov, V. Roudnev, F. Valiev · Physics of particles and nuc... · 0 citations

Preprint Jul 2026

Integrating moment tensor potentials with finite-element modeling for heat transfer prediction in FLiBe-based molten salt systems

Molten fluoride salts are promising heat-transfer media for advanced molten salt reactors (MSRs), where reliable thermophysical property determination is critical for component design and safety. We present an integrated multiscale framework that couples machine-learning-driven atomistic simulations with finite-element...

M. Polovinkin, K. Abramova, O R Rahmanova et al. · 0 citations