V.V. Palyulin

Interaction Field Matching: Overcoming Limitations of Electrostatic Models

Electrostatic field matching (EFM) has recently appeared as a novel physics-inspired paradigm for data generation and transfer using the idea of an electric capacitor. However, it requires modeling electrostatic fields using neural networks, which is non-trivial because of the necessity to take into…