Quantum Machine Learning
We now know that quantum computers have the potential to boost the performance of machine learning systems, and may eventually power efforts in fields from drug discovery to fraud detection. We're doing foundational research in quantum ML to power tomorrow’s smart quantum algorithms.
Our work
IBM welcomes CERN as a new hub in the IBM Quantum Network
ResearchQuantum kernels can solve machine learning problems that are hard for all classical methods
ResearchThe power of quantum neural networks
ResearchIBM Quantum Challenge generates better solutions than challenge creators thought possible
NewsThe Discovery Accelerator comes to Europe
NewsAn efficient method to learn quantum many-body systems
Research- See more of our work on Quantum Machine Learning
Projects
Subgraph isomorphism
A quantum algorithm for the sub-graph isomorphism problem.
- Quantum Finance
- Quantum Machine Learning
Publications
- 2023
- APS March Meeting 2023
- 2023
- APS March Meeting 2023
- 2023
- APS March Meeting 2023
- Quantum informed machine-learning potentials for modeling CO2 adsorption in metal organic frameworks
- 2023
- APS March Meeting 2023
- 2023
- Machine Learning: Science and Tech.
- 2023
- QIP 2023