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Time‑Adaptive SympNets Approximate Separable Hamiltonian Systems

Time‑Adaptive SympNets Approximate Separable Hamiltonian Systems

Researchers report TSympNets can approximate separable Hamiltonian systems with adaptive step sizes, but they fail on non‑separable cases. Published 19 Sep 2025. Read more: getnews.me/time-adaptive-sympnets-a... #sympnets #hamiltonians

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In this #MachineLearningScienceandTechnology #benchmark, Rende and Viteritti explore the suitability of different attention mechanisms in #transformers to approximate the ground states of #quantum many-body #Hamiltonians.

Check out their paper here iopscience.iop.org/article/10.1...

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How to build spin Hamiltonians | PennyLane Demos Learn how to build spin Hamiltonians with PennyLane.

Systems of interacting spins provide simple but powerful models for studying problems in physics, chemistry, and quantum computing. We show you how to use these tools to easily construct spin Hamiltonians for the Fermi–Hubbard model, the Heisenberg model, and more. #quantumcomputing #hamiltonians

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I want to connect with #Hamiltonians #Hamilton #yhm ! Please bsky, give me a shout out if you live in the Hammer!

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Is there an #Hamilton pack? Love to find my fellow #hamiltonians! Not the Nazi ones though—

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