Proceedings of The 5th International Workshop on Deep Learning in Computational Physics — PoS(DLCP2021)

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Legacy of Tunka-Rex Software and Data

Pub Date : 2021-12-10 DOI: 10.22323/1.410.0010 P. Bezyazeekov, N. Budnev, O. Fedorov, O. Gress, O. Grishin, A. Haungs, T. Huege, Y. Kazarina, M. Kleifges, E. Korosteleva, D. Kostunin, L. Kuzmichev, V. Lenok, N. Lubsandorzhiev, S. Malakhov, T. Marshalkina, R. Monkhoev, E. Osipova, A. Pakhorukov, L. Pankov, V. Prosin, D. Shipilov, A. Zagorodnikov, F. Schroeder

Neural Network Solution of Inverse Problems of Geological Prospecting with Discrete Output

Pub Date : 2021-12-10 DOI: 10.22323/1.410.0003 I. Isaev, I. Obornev, E. Obornev, E. Rodionov, M. Shimelevich, S. Dolenko

Use of Conditional Generative Variational Autoencoder Networks to Improve Representativity of Data in Optical Spectroscopy

Pub Date : 2021-12-10 DOI: 10.22323/1.410.0013 A. Efitorov, T. Dolenko, K. Laptinskiy, S. Burikov, S. Dolenko

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