txhaug
Researcher in quantum physics. Interested in quantum computing, quantum simulation and machine learning.
Pinned Repositories
atom-circuit
Solver for ground state and dynamics of circuits made of atoms. Can solve ring-lead systems, Y-junctions and linear chains. Solver is based on iTensor with DMRG and TEBD.
bell-magic
Measuring magic with quantum computers for any number of qubits
deepQControl
Deep reinforcement learning to generate arbitary quantum states and map out the control landscape.
natural-pqc
Natural parameterized quantum circuit with euclidean quantum geometry. Useful for variational quantum algorithms, quantum sensing and generating superposition states.
nisq-sdp
Program to calculate SDPs using Noisy intermediate scale quantum (NISQ) computers.
optimal-quantum-learning
Optimal training of a variational quantum algorithm
qas
Quantum assisted simulator and generalized quantum assisted simulator for simulation dynamics on NISQ computers
quantum-geometry
Program to calculate quantum geometry properties of parametrized quantum circuits. Determines number of redundant parameters, effective quantum dimension and quantum natural gradient.
quantum_fisher_generalization
Generalization and optimisation of quantum machine learning with quantum geometric principles. Estimate resource cost for training and generalization for variational learning of unitaries.
stabilizer_entropy
Program to efficiently measure stabilizer entropy with quantum computers.
txhaug's Repositories
txhaug/quantum-geometry
Program to calculate quantum geometry properties of parametrized quantum circuits. Determines number of redundant parameters, effective quantum dimension and quantum natural gradient.
txhaug/nisq-sdp
Program to calculate SDPs using Noisy intermediate scale quantum (NISQ) computers.
txhaug/deepQControl
Deep reinforcement learning to generate arbitary quantum states and map out the control landscape.
txhaug/optimal-quantum-learning
Optimal training of a variational quantum algorithm
txhaug/bell-magic
Measuring magic with quantum computers for any number of qubits
txhaug/stabilizer_entropy
Program to efficiently measure stabilizer entropy with quantum computers.
txhaug/quantum_fisher_generalization
Generalization and optimisation of quantum machine learning with quantum geometric principles. Estimate resource cost for training and generalization for variational learning of unitaries.
txhaug/natural-pqc
Natural parameterized quantum circuit with euclidean quantum geometry. Useful for variational quantum algorithms, quantum sensing and generating superposition states.
txhaug/atom-circuit
Solver for ground state and dynamics of circuits made of atoms. Can solve ring-lead systems, Y-junctions and linear chains. Solver is based on iTensor with DMRG and TEBD.
txhaug/qas
Quantum assisted simulator and generalized quantum assisted simulator for simulation dynamics on NISQ computers
txhaug/QRAKEN
Quantum Random Keys via Entanglement. QRAKEN is a certified quantum random number generator for the Qiskit framework.
txhaug/quantum-driving
Design driving protocols to create arbitrary effective Hamiltonians with a one-dimensional quantum simulator