├── Lecture-3-VQA-Jinglei-Cheng ├── Demo.pdf ├── demo_Pauli_strings.py └── installation_hints.txt ├── QuCS1-Yongshan_Ding.pdf ├── QuCS10-Yilian Liu.pptx ├── QuCS12-Jakub Szefer.pdf ├── QuCS13-Qiang Guan.pdf ├── QuCS14-Bochen Tan.pdf ├── QuCS16-Wei Tang.pdf ├── QuCS18-Gushu Li.pdf ├── QuCS19-Nai-Hui Chia.pdf ├── QuCS2 - Zhixin Song.pdf ├── QuCS20-Mohsen Heidari.pdf ├── QuCS29-He_Li.pdf ├── QuCS32-Yuan Feng.pdf ├── QuCS33 -Lia Yeh-poster.pdf ├── QuCS34-Zhirui Hu.pdf ├── QuCS35-Zhu Han.pdf ├── QuCS4 - Siyuan Niu.pdf ├── QuCS43-Prof. Zheng zhang.pdf ├── QuCS45 - Dr. Michael Goerz (ARL) - Numerical Methods of Optimal Control.pdf ├── QuCS5-Robert_Wille.pdf ├── QuCS50-MitchThoronton.pdf ├── QuCS58-Prof-Mark-Wilde.pdf ├── QuCS6-Tongyang Li.pdf ├── QuCS65-Walid-Saad.pdf ├── QuCS7-Junyu_Liu.pdf ├── QuCS8-Gokul Ravi.pdf ├── QuCS9-Chen Qian.pdf └── README.md /Lecture-3-VQA-Jinglei-Cheng/Demo.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Hanrui-Wang/quantum-computer-systems-lectures/94470b6f35c7ef3594bf69a24037094137ad4c39/Lecture-3-VQA-Jinglei-Cheng/Demo.pdf -------------------------------------------------------------------------------- /Lecture-3-VQA-Jinglei-Cheng/demo_Pauli_strings.py: -------------------------------------------------------------------------------- 1 | from qiskit_nature.drivers.second_quantization.pyscfd import PySCFDriver 2 | from qiskit_nature.drivers import UnitsType 3 | from qiskit_nature.problems.second_quantization.electronic import ElectronicStructureProblem 4 | from qiskit_nature.mappers.second_quantization import ParityMapper, BravyiKitaevMapper, JordanWignerMapper 5 | from qiskit_nature.converters.second_quantization import QubitConverter 6 | import numpy as np 7 | 8 | 9 | def print_pauli_op(dist): 10 | driver = PySCFDriver(atom='H .0 .0 .0; H .0 .0 ' + str(dist), 11 | unit=UnitsType.ANGSTROM, 12 | basis='sto3g') 13 | problem = ElectronicStructureProblem(driver) 14 | second_q_ops = problem.second_q_ops() 15 | main_op = second_q_ops[0] 16 | num_particles = problem.num_particles 17 | num_spin_orbitals = problem.num_spin_orbitals 18 | mapper = BravyiKitaevMapper() 19 | converter = QubitConverter(mapper=mapper, two_qubit_reduction=True) 20 | qubit_op = converter.convert(main_op, num_particles=num_particles) 21 | print("Pauli strings are: \n", qubit_op) 22 | return 0 23 | 24 | if __name__ == '__main__': 25 | print_pauli_op(0.7) 26 | 27 | # Different options for Mapper: ParityMapper, BravyiKitaevMapper, JordanWignerMapper 28 | # Different options for basis: '321g','sto6g','431g' -------------------------------------------------------------------------------- /Lecture-3-VQA-Jinglei-Cheng/installation_hints.txt: -------------------------------------------------------------------------------- 1 | conda create -n demo_qucs python=3.9 2 | conda activate demo_qucs 3 | 4 | pip install pyscf 5 | pip install qiskit_nature 6 | 7 | git clone https://github.com/Hanrui-Wang/quantum-computer-systems-lectures.git 8 | 9 | git clone https://github.com/mit-han-lab/torchquantum.git 10 | cd torchquantum 11 | pip install --editable . 12 | 13 | 14 | 15 | -------------------------------------------------------------------------------- /QuCS1-Yongshan_Ding.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Hanrui-Wang/quantum-computer-systems-lectures/94470b6f35c7ef3594bf69a24037094137ad4c39/QuCS1-Yongshan_Ding.pdf -------------------------------------------------------------------------------- /QuCS10-Yilian Liu.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Hanrui-Wang/quantum-computer-systems-lectures/94470b6f35c7ef3594bf69a24037094137ad4c39/QuCS10-Yilian Liu.pptx -------------------------------------------------------------------------------- /QuCS12-Jakub Szefer.pdf: 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