#tensornetwork 검색 결과
Topical mind map of #quantum complexity science #TensorNetwork #MachineLearning #DeepLearning #AI #QuantumComputing
Wonderful chatting with Henrik Larsson today during QuNB group meeting about #tensornetwork decompositions and #dmrg in quantum chemistry for *both* electrons and nuclei. The Zundel ion and Cr dimer united in one single presentation!
Variational optimization of projected entangled-pair states on the triangular lattice A new physics-informed #tensornetwork ansatz performs well on quantum models on triangular lattices. scirate.com/arxiv/2510.049… In detail, we introduce a general corner transfer matrix…
Variational Tensor Network Tomography Unlocks Quantum States Read more on quantumcomputer.blog/variational-te… #VariationalTensorNetworkTomography #VTNT #TensorNetwork #TensorNetworkTomography #QuantumStates #topologicalstates #news #technews #technology #technologynews #govindhtech…
A consequence of using these feedforward-type #TensorNetwork models which do not maintain intermediate feature maps is the drastic reduction in GPU memory footprint.
#TensorNetwork studies of a real #QuantumMaterial, comparing theoretical predictions with experimental data. sciencedirect.com/science/articl…
Check out our new paper on the spin-1/2 Breathing Kagome Antiferromagnet. We provide insight into the recent experimental detection of a spin liquid on vanadium oxyfluoride compounds. A challenging problem tackled with large scale #TensorNetwork simulations and big collaboration
#TensorNetwork methods represent quantum states in terms of networks of interconnected #tensors. Drawing tensor network diagrams makes #QuantumPhysics much more visual and which brings new intuitions, ideas and results. #QuantumComputing #quantum
Tree Tensor Network States (#TTNS) represent one of the simplest generalizations of matrix product states. TTNS encode a tree entanglement structure, allowing for a more flexible description of general molecules used in #QuantumChemistry. #TensorNetwork #QuantumComputing
Simulating the Sycamore quantum supremacy circuits Feng Pan, Pan Zhang: arxiv.org/abs/2103.03074 #QuantumPhysics #QuantumSupremacy #TensorNetwork
4/ 💰🌈 Tensor Network, a new blockchain project, allocates 55% of its tokens for community governance, giving them power over project decisions. 🎁 Token holders also get transaction fee discounts! 💸 #TensorNetwork #DeFi #Crypto #token
Video 1: "Quantum Entanglement Tensor Network Simulation: Holographic Projection of a HAPPY Code Model" Video 2: "Holographic Principle Visualization: Static Code vs. Dynamic Channel and the Page Curve" #QuantumGravity, #AdSCFT, #TensorNetwork, #HAPPYcode, #Physics, #SciComm.
In the shadows of AI's relentless march, a 100-year-old physics challenge surrenders. The #TensorNetwork weaves its digital net, snaring solutions once elusive. Welcome to the dystopian dawn of #AIResearch. The game has changed. #PhysicsChallenge phys.org/news/2025-09-...
🥳 Check out the new #Paper “Generating function for #TensorNetwork diagrammatic summation” in the @apsphysics Journal @PhysRevB, published by our research group leader Norbert Schuch together with W.-L. Tu, H.-K. Wu, N. Kawashima, and J.-Y. Chen: bit.ly/prb103205155
A #quantuminspired approach to learning dynamical laws from data - block-sparsity and gauge-mediated weight sharing iopscience.iop.org/article/10.108… This work develops state-of-the-art #tensornetwork algorithms to learn dynamical laws from #data, with legs not corresponding to complex…
The new #TensorNetwork by @GoogleAI, @Perimeter, and @Theteamatx is a breakthrough for #AI and #MachineLearning practitioners. #Opensource too. goo.gle/2Woqxgz #datascience #analytics #DeepLearning
Variational optimization of projected entangled-pair states on the triangular lattice A new physics-informed #tensornetwork ansatz performs well on quantum models on triangular lattices. scirate.com/arxiv/2510.049… In detail, we introduce a general corner transfer matrix…
Variational Tensor Network Tomography Unlocks Quantum States Read more on quantumcomputer.blog/variational-te… #VariationalTensorNetworkTomography #VTNT #TensorNetwork #TensorNetworkTomography #QuantumStates #topologicalstates #news #technews #technology #technologynews #govindhtech…
In the shadows of AI's relentless march, a 100-year-old physics challenge surrenders. The #TensorNetwork weaves its digital net, snaring solutions once elusive. Welcome to the dystopian dawn of #AIResearch. The game has changed. #PhysicsChallenge phys.org/news/2025-09-...
#PRBTopDownload: Optimal symbolic construction of matrix product operators and tree #TensorNetwork operators H. Çakır, R. M. Milbradt, and C. B. Mendl Phys. Rev. B 112, 035101 – Published 1 July, 2025 ➡️ go.aps.org/4ksZQh0 #OpenAccess #condmat #physics @APSPhysics
PRB Editors' Suggestion: #Quantum #TensorNetwork #algorithms for evaluation of spectral functions on #QuantumComputers M. L. Wall, A. Reilly, J. S. Van Dyke, C. Broholm, and P. Titum Phys. Rev. B 110, 214402 ➡️ go.aps.org/3D7OG0U #EdSugg @APSPhysics #condmat #physics
Aimed at a more realistic classical description of natural quantum systems, we present a two-dimensional #tensornetwork algorithm to study #finitetemperature properties of frustrated model quantum systems and real quantum materials. For this purpose, we introduce the infinite…
Finite temperature tensor network algorithm for frustrated two-dimensional quantum materials journals.aps.org/prb/abstract/1… We present a practical #tensornetwork based algorithm to approximate expectation values of Gibbs states of two-dimensional quantum systems and #quantummaterials.
A #quantuminspired approach to learning dynamical laws from data - block-sparsity and gauge-mediated weight sharing iopscience.iop.org/article/10.108… This work develops state-of-the-art #tensornetwork algorithms to learn dynamical laws from #data, with legs not corresponding to complex…
New work by @erik_der_elch @junyuliu4 @risi_kondor et al @FacultyMaths @FlatironCCM @UChiChemistry @UChicagoCS @UChicagoPME @TheSeQure-'Unifying O(3) equivariant #neuralnetworks design with #tensornetwork formalism'-iopscience.iop.org/article/10.108… #machinelearning #quantum #compchem #AI
4/ 💰🌈 Tensor Network, a new blockchain project, allocates 55% of its tokens for community governance, giving them power over project decisions. 🎁 Token holders also get transaction fee discounts! 💸 #TensorNetwork #DeFi #Crypto #token
In this work, we propose a unified approach to this duality, whose main protagonist is a #tensornetwork (TN) assuming the role of an intermediate translator. Introducing a fourth node into the net of dualities offers several advantages.
Applications are open for the 3rd meeting of the International Quantum Tensor Network! 🗓️ 26 - 28 July 2023 🇩🇪 Burghausen, Germany 🛏️ Accommodation & travel support available Apply by 29 March here: iqtn.phys.strath.ac.uk/3rd-plenary-me… #quantum #tensornetwork #research #conference
Great new work by Ian Convy and K Birgitta Whaley @UCB_Chemistry @BerkeleyPhysics - 'Interaction decompositions for #tensornetwork regression' - bit.ly/3W9udxs #machinelearning #tensornetworks #quantum #neuralnetworks #algorithms #AI #TensorFlow
Check out our new paper on the application of #tensornetwork in #deeplearning. We proposed a new variational algorithm for training the quantum-inspired tensor neural networks with an entanglement-aware DMRG algorithm. A nice collaboration with @OrusRoman arxiv.org/abs/2211.14657
Don't miss this Editor's Pick article from Todd Gingrich @NUChemistry - his group showcases an application of tree #tensornetwork states to classical, many-body time-dependent steady states. bit.ly/3AuKWU1
Variational Tensor Network Tomography Unlocks Quantum States Read more on quantumcomputer.blog/variational-te… #VariationalTensorNetworkTomography #VTNT #TensorNetwork #TensorNetworkTomography #QuantumStates #topologicalstates #news #technews #technology #technologynews #govindhtech…
Topical mind map of #quantum complexity science #TensorNetwork #MachineLearning #DeepLearning #AI #QuantumComputing
Simulating the Sycamore quantum supremacy circuits Feng Pan, Pan Zhang: arxiv.org/abs/2103.03074 #QuantumPhysics #QuantumSupremacy #TensorNetwork
#TensorNetwork studies of a real #QuantumMaterial, comparing theoretical predictions with experimental data. sciencedirect.com/science/articl…
#TensorNetwork methods represent quantum states in terms of networks of interconnected #tensors. Drawing tensor network diagrams makes #QuantumPhysics much more visual and which brings new intuitions, ideas and results. #QuantumComputing #quantum
A consequence of using these feedforward-type #TensorNetwork models which do not maintain intermediate feature maps is the drastic reduction in GPU memory footprint.
Tree Tensor Network States (#TTNS) represent one of the simplest generalizations of matrix product states. TTNS encode a tree entanglement structure, allowing for a more flexible description of general molecules used in #QuantumChemistry. #TensorNetwork #QuantumComputing
Wonderful chatting with Henrik Larsson today during QuNB group meeting about #tensornetwork decompositions and #dmrg in quantum chemistry for *both* electrons and nuclei. The Zundel ion and Cr dimer united in one single presentation!
TensorNetwork: Neue Open-Source-Bibliothek für Machine Learning bit.ly/2MEnexk #TensorFlow #MachineLearning #TensorNetwork
Check out our new paper on the spin-1/2 Breathing Kagome Antiferromagnet. We provide insight into the recent experimental detection of a spin liquid on vanadium oxyfluoride compounds. A challenging problem tackled with large scale #TensorNetwork simulations and big collaboration
🥳 Check out the new #Paper “Generating function for #TensorNetwork diagrammatic summation” in the @apsphysics Journal @PhysRevB, published by our research group leader Norbert Schuch together with W.-L. Tu, H.-K. Wu, N. Kawashima, and J.-Y. Chen: bit.ly/prb103205155
4/ 💰🌈 Tensor Network, a new blockchain project, allocates 55% of its tokens for community governance, giving them power over project decisions. 🎁 Token holders also get transaction fee discounts! 💸 #TensorNetwork #DeFi #Crypto #token
Variational optimization of projected entangled-pair states on the triangular lattice A new physics-informed #tensornetwork ansatz performs well on quantum models on triangular lattices. scirate.com/arxiv/2510.049… In detail, we introduce a general corner transfer matrix…
PRB Editors' Suggestion: #Quantum #TensorNetwork #algorithms for evaluation of spectral functions on #QuantumComputers M. L. Wall, A. Reilly, J. S. Van Dyke, C. Broholm, and P. Titum Phys. Rev. B 110, 214402 ➡️ go.aps.org/3D7OG0U #EdSugg @APSPhysics #condmat #physics
Applications are open for the 3rd meeting of the International Quantum Tensor Network! 🗓️ 26 - 28 July 2023 🇩🇪 Burghausen, Germany 🛏️ Accommodation & travel support available Apply by 29 March here: iqtn.phys.strath.ac.uk/3rd-plenary-me… #quantum #tensornetwork #research #conference
The new #TensorNetwork by @GoogleAI, @Perimeter, and @Theteamatx is a breakthrough for #AI and #MachineLearning practitioners. #Opensource too. goo.gle/2Woqxgz #datascience #analytics #DeepLearning
#PRBTopDownload: Optimal symbolic construction of matrix product operators and tree #TensorNetwork operators H. Çakır, R. M. Milbradt, and C. B. Mendl Phys. Rev. B 112, 035101 – Published 1 July, 2025 ➡️ go.aps.org/4ksZQh0 #OpenAccess #condmat #physics @APSPhysics
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