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Quantum Computing algorithm and new business applications

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Quantum Computing algorithm and new business applications
Christopher SAVOIE - CEO, Zapata Computing, USA
Zapata Computing develops quantum computing software and algorithms to solve industry-critical problems: environment, human health, energy, food security, defense and security… It offers a platform providing enterprise scientists exploring quantum solutions with a unified access to all leading hardware and algorithms.

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Quantum Computing algorithm and new business applications

  1. 1. ORGANIZED BY JUNE 20TH 2019 Quantum Computing Algorithms & Business Applications Christopher SAVOIE CEO Zapata Computing, USA
  2. 2. Quantum Computing Algorithms & Business Applications Christopher Savoie Founder & CEO
  3. 3. THE POWER OF QUANTUM COMPUTING • Shor’s quantum algorithm: ~107 steps • On a quantum MHz computer* (with a million operations per second): ~10 seconds • Best classical algorithm: ~1034 steps • On a classical THz Computer (with a trillion operations per second): ~317 trillion years CLASSICAL COMPUTER QUANTUM COMPUTER CLASSICAL COMPUTER FACTORING A 2048-BIT NUMBER: QUANTUM COMPUTER FACTORING A 2048-BIT NUMBER: CHEMISTRY OPTIMIZATION We expect significant breakthroughs in: MACHINE LEARNING Accelerated drug discovery & Material science Optimized financial portfolio & global supply chain management Artificial intelligence & predictive maintenance
  4. 4. ADDING QUANTUM POWERS TO COMPUTING Classical Computer Quantum Computer Information unit: Info storage: Info processing: Information unit equivalent: Bit Transistors Logical gates Quantum bit Superconductors/Ions Quantum gates Component 2 sided coin Location on a ball Units working together: No coordination Entanglement Classical vs. Quantum Computers
  5. 5. 50 NEAR TERM Solid state energy calculations Quadratic (un)constrained binary optimization Quantum Boltzman machines for generative models Reaction path prediction Heuristics for job shop scheduling problem Forecasting component demand with supervised machine learning Fracture simulation Heuristics for traveling salesman Data classification with variational circuits 500 LONG TERM Molecular docking simulation Graph theory problems applied to protein protein interaction networks Anomaly detection with adversarial neural networks # qubits Chemistry Simulation (VQE) Optimization (QAOA) Quantum Machine Learning QUANTUM ALGORITHM APPLICATIONS Immediate and future applications
  6. 6. QUANTUM ALGORITHM APPLICATIONS 50 NEAR TERM Solid state energy calculations Quadratic (un)constrained binary optimization Quantum Boltzman machines for generative models Reaction path prediction Heuristics for job shop scheduling problem Forecasting component demand with supervised machine learning Fracture simulation Heuristics for traveling salesman Data Classification with variational circuits 500 LONG TERM Molecular docking simulation Graph theoretic problems can offer insights on protein interactions Anomaly detection with adversarial neural networks Battery Materials # qubits Chemistry Simulation (VQE) Optimization (QAOA) Quantum Machine Learning Catalysts for Fuel Cells Material durability Drug discovery Financial portfolio optimization Manufacturing Process opt. Vehicle route optimization Bioinformatics Image/Audio Generation Supply chain optimization Predictive maintenance Credit/fraud detection Immediate and future applications
  7. 7. VISION AND MISSION Zapata’s mission is to connect companies to the power of quantum computing. Our world class team and unrivaled set of tools will empower people to solve the world’s toughest computational problems.
  8. 8. WHAT WE DO We develop quantum computing software and algorithms to solve industry-critical problems. With a license to our Zapata OS platform, enterprise scientists exploring quantum solutions can gain unified access to all leading hardware and algorithms in the quantum tech industry.
  9. 9. INVESTORS F O U N D E R S F U N D / S C I E N C E
  10. 10. Co-founding Scientist Dr. Jonathan Olson Co-founding Scientist Dr. Jhonathan Romero Co-founding Scientist Dr. Yudong Cao Co-founding Scientist Dr. Peter Johnson CSO Prof. Alan Aspuru-Guzik THE FOUNDERS CEO Dr. Christopher Savoie • Founder & CEO of multiple startups with experience through IPO • Expert in distributed artificial intelligence and inventor of the NLU engine behind Apple’s Siri • Published scholar in medicine, biochemistry and computer science • Founder and active member of three Startups • World leader in quantum computing algorithms • Author of first quantum algorithm for chemistry and first quantum algorithm for near term QC • Harvard Postdoc Graduate, 2019 • Expert in Chemistry Simulations on Quantum Computers • Harvard Postdoc Graduate, 2018 • Expert in Chemistry Simulation & Quantum Circuit Optimization • Harvard Postdoc Graduate, 2018 • Expert in Chemistry Simulation & Quantum Circuit Optimization • Harvard Postdoc Graduate, 2018 • Expert in Quantum Machine Learning
  11. 11. VARIATIONAL QUANTUM ALGORITHM EXPERTISE Zapata’s founders helped create the field of near-term quantum algorithms including the invention of VQE, the progenitor of variational quantum algorithms: • Zapata co-founder, Alan Aspuru-Guzik, is the pioneering father of VQE ▪ In 2006, Alan proposed the first practical application of a QC, namely solving quantum chemistry problems. The proposed algorithm only run in a FTQC. ▪ In 2013, faced with the limitations of building FTQC, Alan proposed VQE, the first near-term algorithm for QC. He led the theoretical development of VQE and helped establish what we can do on NISQ devices • Four out of the five most cited papers on VQE were co-written by Zapata’s scientists 313 citations 249 citations353 citations 215 citations 67 citations 2017 IBM implementation of VQE on superconducting qubits 2015 First VQE implementation with superconducting qubits 2013 First VQE implementation with photonics quantum devices 2015 Theory of variational hybrid quantum-classical algorithms 2018 First VQE implementation with trapped ions
  12. 12. MAKING USE OF QUBITS
  13. 13. THE ZAPATA OPERATING SYSTEM A platform providing unified access to all leading hardware and algorithms.
  14. 14. ZAPATA CLIENT JOURNEY CLIENT PRESENT POTENTIAL USE CASES TO ZAPATA ZAPATA WORK WITH CLIENT TO FIND BEST FIT ZAPATA INTEGRATE USE CASE TO SOFTWARE PLATFORM A B C D E F A B C D E F Chemistry Simulation Materials Design ML Bioinformatics 3rd Party Apps Logistics Optimization Pharma Lead Gen Options Pricing ALPINE QUANTUM TECHNOLOGIES Zapata OS
  15. 15. COMPUTATION kB MB GB TB PB
  16. 16. MACHINE LEARNING
  17. 17. OPTIMIZATION
  18. 18. MATERIALS DESIGN
  19. 19. DRUG DISCOVERY & MEDICAL INFORMATICS
  20. 20. GLOBAL IMPACT ENVIRONMENT HUMAN HEALTH ENERGY FOOD SECURITY DEFENSE & SECURITY
  21. 21. ALPINE QUANTUM TECHNOLOGIES Pharma Industry Material Science Finance Manufacturing Automotive Together we will solve the world’s toughest problems. Zapata Computing connects industry leaders to a new era of computing.
  22. 22. Quantum Computing Algorithms & Business Applications Christopher Savoie Founder & CEO CJS@ZAPATACOMPUTING.COM

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