Watching your hard-won 'quantum advantage' get demolished by a postdoc with a tensor network library and a single H100.
#QuantumComputing #TensorNetworks #QubitsOK
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#TensorNetworks
Latest posts tagged with #TensorNetworks on Bluesky
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Posts tagged #TensorNetworks
Variational #quantumalgorithms and classical variational methods, such as #tensornetworks, provide upper bounds on ground-state energies. This work provides guarantees for lower bounds.
journals.aps.org/pra/abstract...
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Linear models can only scale.
Tensor models begin to shape structure.
Geometric models finally unlock emergence.
This is the real path:
matrix → tensor → manifold.
#AI #Emergence #TensorNetworks #AITheory
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You can scale compute forever,
but linear models stay linear.
Tensor networks introduce structure.
Geometric models create emergence.
The transition is not about speed —
it’s about dimensionality.
#AI #GPU #TensorNetworks #Emergence
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Scaling stretches a line.
Tensors open a space.
Geometry creates a world.
Emergence isn’t an accident —
it’s a structural phase shift.
#AI #Emergence #TensorNetworks
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Scaling extends a line.
Tensors open a space.
Geometry creates a phase.
AI doesn’t emerge by size—
it emerges when structure changes.
matrix → tensor → manifold.
#AI #Emergence #TensorNetworks
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📝🕸️ Congratulations to José Garre Rubio and András Molnár of the Schuch Group on their paper "On two-dimensional tensor network group symmetries".
🔗 Click the link for more information: schuch.univie.ac.at/news/detailv...
#NewJournalOfPhysics #ScientificPaper #QuantumInformation #TensorNetworks
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New #PASQuanS2 publication is out!
The team introduces split-CTMRG, a more efficient way to contract infinite PEPS.
If you’re working with 2D quantum many-body systems, this one is worth a look.
🔗 link.aps.org/doi/10.1103/...
#quantumsimulation #tensornetworks #iPEPS #quantumphysics
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AI Tensor Network Framework Enables Fast and Accurate Computation of Configurational Integrals in Materials Science killbait.com/en/ai-tensor... #science #tensornetworks #statisticalphysics #materialsscience
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Random #tensornetworks provide a powerful framework for probing and understanding complex quantum systems, especially in regimes where conventional tools fail. Here, we rigorously investigate dynamical properties of holographic toy models.
scirate.com/arxiv/2508.1...
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PlanqTN is here.
Build quantum codes like LEGO.
Play, hack, and contribute.
🎥 youtu.be/TNnE3hReYVk
🌐 planqtn.com
🔗 github.com/planqtn/plan...
#QuantumComputing #QEC #OpenSource #QuantumLEGO #AItools #TensorNetworks #PlanqTN
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I am thrilled to announce the "Challenges in Simulating Quantum Matter" workshop at ETH Zürich, 16-18 June 2025 🎉 Now accepting applications for talks and posters: csqm.org
@ethzurich.bsky.social
#NeuralQuantumStates #QuantumComputing #TensorNetworks #quantum
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FREE TO READ - EDITOR'S CHOICE: Tensor networks for hierarchical lattices
by S. S. Akimenko and A. V. Myshlyavtsev
#FreeToRead #EditorsChoice #TensorNetworks
👉 iopscience.iop.org/article/10.1...
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Check out this #Julia package MPSDynamics.jl to simulate open quantum systems with tensor networks
#TensorNetworks #QuantumSoftware
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Do you ever wonder how tensor networks could help you understand quantum gravity?
We have done the work for you and published a comprehensive guide to the performance of TN for simulating matrix models scirate.com/arxiv/2412.0...
#quantumcomputing
#quantumgtavity
#tensornetworks
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I might have missed here, but Joannes Hauschild https://johannes-hauschild.de/ has released a new version of TENPY https://github.com/tenpy/tenpy/releases thanks Joannes #tenpy #TensorNetworks #OpenSource #OpenScience
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