Roberto Flórez Ablan

QNN Loss for ODEs

2

Hi! This is the implementation for the loss function for an ODE `ODELoss` (as done in https://arxiv.org/pdf/2011.10395). It should accept linear and non-linear 1st order and 2nd**[See footnote] order differential...

Hi! As discussed in the meeting, here is the implementation of the single-variable RBF PQK derivatives. It includes 3 relevant additions: 1. `evaluate_string_derivatives`: given an evaluation string (i.e "dKdx", ...)...

Second order (and mixed) QNN Pennylane derivatives with shots are not working ( dfdxdp, dfdxdx, dfdxdop)

2

**Describe the bug** Simulations with high order QNN Pennylane derivatives with shots (dfdxdp, dfdxdx, dfdxdop) give different results when comparing to qiskit_shots, qiskit_statevector and penylane_statevector (all giving the correct results)....

Add differential equation solver (High level QKODE) for Quantum Kernels

1

Hi! This is the implementation for the differential equation solver using QK (as done in https://arxiv.org/abs/2203.08884). It should accept linear and non-linear 1st order and 2nd order differential equations that...