An illustration of our stochastic QSP construction.

Halving the cost of quantum algorithms with randomization

Stochastic Quantum Signal Processing integrates randomized compiling into quantum signal processing to achieve quadratic error suppression (ϵ → O(ϵ²)), reducing query complexity by nearly half across multiple quantum algorithms including Hamiltonian simulation, phase estimation, ground state preparation, and matrix inversion.

Quantum algorithms save time in the calculation of electron dynamics

Quantum Algorithms Break Ground in Molecular Computation

Quantum computers promise significantly shorter computing times for complex problems. But there are still only a few quantum computers worldwide with a limited number of so-called qubits. However, quantum computer algorithms can already run on conventional servers that simulate a quantum computer. A team has succeeded in calculating the electron orbitals and their dynamic development using an example of a small molecule after a laser pulse excitation.

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New quantum algorithm verifying quantum advantage in seconds

CNRS and QC Ware announced today that they have successfully demonstrated that a quantum machine using a new quantum algorithm can verify quantum advantage in seconds, while a classical computer can take thousands of years to perform the same task.