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https://github.com/quantumjim/Quantum-Computation-course-Basel.git
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Added entanglement lecture applications notebooks
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"\"\"\"\n",
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"LOCC cannot create entanglement. Simulate LOCC-like maps (local unitaries + classical randomness) on product states.\n",
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"\n",
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"Exercises:\n",
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"- Add classical mixing over different local unitaries and show separability persists for mixed states.\n",
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"\"\"\""
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Entangled after local? False\n",
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"Entangled after RXX? True\n"
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]
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}
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],
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"source": [
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"import numpy as np\n",
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"from qiskit import QuantumCircuit\n",
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"from qiskit.quantum_info import Statevector\n",
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"\n",
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"def entangled(psi):\n",
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" s = np.linalg.svd(psi.data.reshape(2,2), compute_uv=False)\n",
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" return abs(s[0]*s[1])>1e-12 # Basically 0 if separable, i.e. not entangled.\n",
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"\n",
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"psi = Statevector.from_label(\"00\")\n",
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"local = QuantumCircuit(2) # A separable state.\n",
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"for q in range(2): local.rx(0.7,q); local.ry(0.3,q); local.rz(0.2,q) # Example local unitaries. Change as desired.\n",
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"psi_local = psi.evolve(local)\n",
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"print(\"Entangled after local?\", entangled(psi_local)) #Whateve separable state, whatever local unitaries, should be False.\n",
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"\n",
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"ent = QuantumCircuit(2); ent.rxx(0.6,0,1) # An entangling operation.\n",
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"psi_ent = psi_local.evolve(ent)\n",
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"print(\"Entangled after RXX?\", entangled(psi_ent)) #Whatever entagnled state, whatever locc, should be True."
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": ".venv",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.12.8"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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