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Keyword

tensor networks

Description: Mathematical representations formed by contracting interconnected tensors, used in quantum physics, computation, statistical modeling, and machine learning.
Wikidata ID: wiki/Q105638008
OpenAlex ID: keywords/tensor-networks
A practical introduction to tensor networks: Matrix product states and projected entangled pair states
2014 · Román Orús · Annals of Physics · 2,250
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The ITensor Software Library for Tensor Network Calculations
2022 · Matthew Fishman, Steven White, et al. · SciPost Physics Codebases · 1,082
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Tensor-entanglement-filtering renormalization approach and symmetry-protected topological order
2009 · Zheng-Cheng Gu, Xiao-Gang Wen · Physical Review B · 1,001
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Holographic quantum error-correcting codes: toy models for the bulk/boundary correspondence
2015 · Fernando Pastawski, Beni Yoshida, et al. · Journal of High Energy Physics · 957
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Mathematical Formulation of Multilayer Networks
2013 · Manlio De Domenico, Albert Solé-Ribalta, et al. · Physical Review X · 929
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Bulk locality and quantum error correction in AdS/CFT
2015 · Ahmed Almheiri, Xi Dong, et al. · Journal of High Energy Physics · 803
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Matrix product states and projected entangled pair states: Concepts, symmetries, theorems
2021 · J. Ignacio Cirac, David Pérez-García, et al. · Reviews of Modern Physics · 772
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Time evolution of entanglement entropy from black hole interiors
2013 · Thomas Hartman, Juan Maldacena · Journal of High Energy Physics · 761
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Localized shocks
2015 · Daniel A. Roberts, Douglas Stanford, et al. · Journal of High Energy Physics · 656
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Complexity, action, and black holes
2016 · Adam R. Brown, Daniel A. Roberts, et al. · Physical review. D/Physical review. D. · 640
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Tensor networks for complex quantum systems
2019 · Román Orús · Nature Reviews Physics · 628
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Brain modeling by tensor network theory and computer simulation. The cerebellum: Distributed processor for predictive coordination
1979 · A. Pellionisz, R. Llinás · Neuroscience · 549
Efficient numerical simulations with Tensor Networks: Tensor Network Python (TeNPy)
2018 · Johannes Hauschild, Frank Pollmann · SciPost Physics Lecture Notes · 515
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Simulating lattice gauge theories within quantum technologies
2020 · Mari Carmen Bañuls, Rainer Blatt, et al. · The European Physical Journal D · 500
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Simulating Quantum Computation by Contracting Tensor Networks
2008 · Igor L. Markov, Yaoyun Shi · SIAM Journal on Computing · 471
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Infinite time-evolving block decimation algorithm beyond unitary evolution
2008 · R. Orús, G. Vidal · Physical Review B · 467
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Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions
2016 · Andrzej Cichocki, Namgil Lee, et al. · Foundations and Trends® in Machine Learning · 456
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Studying Two-Dimensional Systems with the Density Matrix Renormalization Group
2011 · E.M. Stoudenmire, Steven R. White · Annual Review of Condensed Matter Physics · 451
Simulating lattice gauge theories within quantum technologies
2019 · Bañuls, Mari Carmen, Blatt, Rainer, et al. · Apollo (University of Cambridge) · 430
Optimal Control Technique for Many-Body Quantum Dynamics
2011 · Patrick Doria, Tommaso Calarco, et al. · Physical Review Letters · 421
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Hand-waving and interpretive dance: an introductory course on tensor networks
2017 · Jacob C Bridgeman, Christopher T Chubb · Journal of Physics A Mathematical and Theoretical · 414
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Space-time representation in the brain. The cerebellum as a predictive space-time metric tensor
1982 · A. Pellionisz, R. Llina´s · Neuroscience · 413
Tensor network theory of the metaorganization of functional geometries in the central nervous system
1985 · A. Pellionisz, R. Llinás · Neuroscience · 367
Towards quantum machine learning with tensor networks
2018 · William Huggins, Piyush Patil, et al. · Quantum Science and Technology · 366
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Entanglement of purification through holographic duality
2018 · Koji Umemoto, Tadashi Takayanagi · Nature Physics · 344
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Works count: 4,292
Citation count: 57,440
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