- Google Alphafold Jan, 2020
- ProteinNet Dec, 2019
- Successes and challenges in simulating the folding of large proteins, Anne Gershenson et. al. Nov 2019
- Quantum Physics Aug, 2019 - Resource-Efficient Quantum Algorithm for Protein Folding
- Nature July, 2019 - AI protein-folding algorithms
- Protein Folding Prediction andVisualization Techniques Based onHydrophobic Side Chain Interactions, Adrian Stefan Turcu May 2019
- Protein Folding Challenge and Theoretical Computer Science, Somenath Biswas Sep 2011
Small molecules chemistry simulation: https://www.nature.com/articles/nature23879
- https://www.nature.com/articles/s41534-019-0130-6 A rather small number of scenarios are simulated under simplifying assumptions
Complex scenarios in chemistry finance etc. not only enhancing information but how to predict more accurately with less samples - in a recent paper this has been illustrated to produce better results than Monte Carlo estimation
- Option Pricing using Quantum Computers Feb, 2020
- Quantum unary approach to option pricing Sep, 2019
- https://www.americanbanker.com/news/why-banks-like-barclays-are-testing-quantum-computing
- https://blogs.wsj.com/cio/2017/12/14/j-p-morgan-to-experiment-with-quantum-computing-in-partnership-with-ibm/
- https://www.ibm.com/blogs/research/2019/02/q-network-quantum-goals/
We have qiskit examples of portfolio Optimisation, trading simulations with near-term devices. We have limitation at present to apply these examples in commercial fields yet but with machines having better qV in future such limitations will slowly fade out.
- https://blog.daimler.com/en/2018/11/07/quantum-computers-future-daimler-google-ibm-technology/ That applies, for example, to production issues, worldwide component and data logistics, and the optimization of vehicle production planning in Daimler’s plants all over the world.
Daimler and some other company they are in Qnetwork and we have performed the vehicle route Optimisation – besides productivity, manufacturing these are being looked at
##JSR, ExxonMobil, Mitsubishi
- https://venturebeat.com/2019/07/14/OUR/AMC-research-explains-how-quantum-computing-works-and-could-be-the-the-supercomputer-of-the-future/
- https://www.chemistryworld.com/news/industry-adopts-quantum-computing-qubit-by-qubit-/3010591.article
For example simulate Lithium sulphate to show it has better capacity of power and may help produce longer lasting batteries, energy efficient and better for the environment.
- https://www.nature.com/articles/s41586-019-0980-2
- Quantum machine learning: https://www.nature.com/articles/nature23474
Voice over, define what accurate is, we get as perfect as possible in less time