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math.NA2026
What Inverse Problems Can Be Solved Using Neural Networks?
A. S. Leonov, D. V. Lukyanenko
The relationship between classical methods for solving inverse problems and neural network methods is examined. An answer is provided to the question of what inverse problems can b…
math.NA2025
Some aspects of neural network parameter optimization for joint inversion of gravitational and magnetic fields
Yanfei Wang, Dmitry V. Churbanov, Raul L. Argun +3
We consider the optimization of a neural network previously developed by the authors for the joint inversion of 3D gravitational and magnetic fields in the context of mineral explo…