Alexey O. Malkhanov

According to our database, Alexey O. Malkhanov authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Are two hidden layers still enough for the physics-informed neural networks?

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

J. Comput. Phys., 2025

2024

About rectified sigmoid function for enhancing the accuracy of Physics-Informed Neural Networks.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

CoRR, 2024

Separable Physics-Informed Neural Networks for the solution of elasticity problems.

Vasiliy A. Es'kin, Danil V. Davydov, Julia V. Gur'eva, Alexey O. Malkhanov, Mikhail E. Smorkalov

CoRR, 2024

2023

About optimal loss function for training physics-informed neural networks under respecting causality.

Vasiliy A. Es'kin, Danil V. Davydov, Ekaterina D. Egorova, Alexey O. Malkhanov, Mikhail A. Akhukov, Mikhail E. Smorkalov

CoRR, 2023