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Conference IBM: Quantum computing et machine learning

Presentation

Georges Usbelger

  • Advanced Analytics & Quantum Computing Leader
  • Development of Academic / Research Relations

Notre perception de la realite

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3 phenomenes importants

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Superposition d'etat:

Exemple: on est dans un cinema et avant de choisir une place, on est sur toutes les places en meme temps. (chat de Schrodinger)

En passant a l'echelle macroscopique, on perd toutes ces proprietes. (decoherence)

Intrication:
Si on rapproche 2 particules, elles vont echanger des informations et devenir la particule AB. Si une perturbation arrive sur une des particules, peu importe la distance entre les 2 particules, l'autre particule aura la meme perturbation. (contredit la vitesse max qui est la vitesse de la lumiere)

Histoire de l'ordinateur quantique

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A partir de 2016, IBM a pu developper le premier processeur quantique.

Information binaire

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Rajouter un Qbits multiplie le nombre de configurations possibles par 2.

D'un point de vue algorithmique

Si on ecrit un algo capable d'exploiter les capacites quantique, l'algorithme va se "diffuser" le long des chemins possibles

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Applications types d'evaluation/decision eligibles avec l'informatique quantique

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Apport de l'IA et de l'informatique quantique pour la valeur metier

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Applications eligibles par industrie

  • R&D
    • Molecular Simulation et Quantum Chemistry
    • Material Sciences
  • Banques
    • Risques (Methode de Monte Carlo)
    • Gestion de portefeuilles
  • Energie/Telecom/Transport
  • Sante
  • Defense & securite

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Elaboration de molecules de synthese

Le qubit et ses proprietes

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Principales portes quantiques

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Le qubit et sa representatin sur la sphere de Bloch

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Port de Hadamard

Permet d'engendrer la superposition d'etat

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Port CNOT

Permet d'associer 2 qubits

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Le "parallelisme" quantique

C'est l'association des 2 portes precedentes

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Criteres de David DiVincenzo

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Technologie quantique

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Developement Roadmap IBM

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Quantum volume

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IBM is builiding the larger ecosystem to ensure sucess

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IBM Q experience

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IBM Q Quantum Experience

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Une nouvelle ere

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Du descriptif au prescriptif

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La classification non hierarchique de type k-means

Les SVM

Reseau de neurones

Formations