H13 : Frobenius Normalization Enables Stable Training for Quantum State Denoising
| Students | Amitav Krishna
|
| School | BHNCD - Holy Trinity Catholic High School - Simcoe |
| Level | Intermediate 9/10 - Grade 10 |
| Group | Group 10 - Engineering and Computing III |
| Abstract | To enable accurate simulation of larger quantum systems by using machine learning to remove noise from quantum state measurements. Current methods have not been demonstrated beyond 5 qubits; my normalization technique enables scaling up to 8 qubits, bridging the gap until quantum error correction hardware becomes practical. |