Maciej Koch-Janusz

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All published works

Action	Title	Year	Authors
+ PDF Chat	Scalable and shallow quantum circuits encoding probability distributions informed by asymptotic entanglement analysis	2024	Vladyslav Bohun Illia Lukin Mykola Luhanko Georgios Korpas Piet W. Brouwer Mykola Maksymenko Maciej Koch-Janusz
+	Compression theory for inhomogeneous systems	2024	Doruk Efe Gökmen Sounak Biswas Sebastian D. Huber Zohar Ringel Felix Flicker Maciej Koch-Janusz
+ PDF Chat	Information theory for data-driven model reduction in physics and biology	2024	Matthew S. Schmitt Maciej Koch-Janusz Michel Fruchart Daniel S. Seara Michael J. Rust Vincenzo Vitelli
+	Compression theory for inhomogeneous systems	2023	Doruk Efe Gökmen Sounak Biswas Sebastian D. Huber Zohar Ringel Felix Flicker Maciej Koch-Janusz
+	Machine Learning the Operator Content of the Critical Self-Dual Ising-Higgs Gauge Model	2023	Lior Oppenheim Maciej Koch-Janusz Snir Gazit Zohar Ringel
+	Information theory for model reduction in stochastic dynamical systems	2023	Matthew S. Schmitt Maciej Koch-Janusz Michel Fruchart Daniel S. Seara Vincenzo Vitelli
+ PDF Chat	Statistical Physics through the Lens of Real-Space Mutual Information	2021	Doruk Efe Gökmen Zohar Ringel Sebastian D. Huber Maciej Koch-Janusz
+ PDF Chat	Symmetries and phase diagrams with real-space mutual information neural estimation	2021	Doruk Efe Gökmen Zohar Ringel Sebastian D. Huber Maciej Koch-Janusz
+ PDF Chat	Relevance in the Renormalization Group and in Information Theory	2021	A. Gordon Aditya Banerjee Maciej Koch-Janusz Zohar Ringel
+	Phase diagrams with real-space mutual information neural estimation	2021	Doruk Efe Gökmen Zohar Ringel Sebastian D. Huber Maciej Koch-Janusz
+ PDF Chat	Optimal Renormalization Group Transformation from Information Theory	2020	Patrick M. Lenggenhager Doruk Efe Gökmen Zohar Ringel Sebastian D. Huber Maciej Koch-Janusz
+ PDF Chat	Exactly soluble model for a fractionalized Weyl semimetal	2019	Fabian Hotz Apoorv Tiwari Oğuz Türker Tobias Meng Ady Stern Maciej Koch-Janusz Titus Neupert
+	Training Deep Neural Networks by optimizing over nonlocal paths in hyperparameter space	2019	Vlad Pushkarov Jonathan Efroni Mykola Maksymenko Maciej Koch-Janusz
+ PDF Chat	Mutual information, neural networks and the renormalization group	2018	Maciej Koch-Janusz Zohar Ringel
+ PDF Chat	Edge-entanglement correspondence for a gapped topological phase with symmetry	2017	Maciej Koch-Janusz Kusum Dhochak Erez Berg
+ PDF Chat	Affleck-Kennedy-Lieb-Tasaki State on a Honeycomb Lattice from<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>t</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math>Orbitals	2015	Maciej Koch-Janusz D. I. Khomskiǐ Eran Sela
+	Two-dimensional Valence Bond Solid (AKLT) states from t2g electrons	2015	Maciej Koch-Janusz D. I. Khomskiǐ Beverly Sackler
+ PDF Chat	Interacting and fractional topological insulators via the<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msub><mml:mi>Z</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math>chiral anomaly	2014	Maciej Koch-Janusz Zohar Ringel
+ PDF Chat	Exactly soluble lattice models for non-Abelian states of matter in two dimensions	2013	Maciej Koch-Janusz Michael Levin Ady Stern
+	Modern Feynman Diagrammatic One-Loop Calculations with Golem, Samurai & Co.	2011	Thomas Reiter G. Cullen Nicolas Greiner Alberto Guffanti J.Ph. Guillet Gudrun Heinrich Stefan Karg N. Kauer Tobias Kleinschmidt Maciej Koch-Janusz
+ PDF Chat	Exactly soluble models for fractional topological insulators in two and three dimensions	2011	Michael Levin F. J. Burnell Maciej Koch-Janusz Ady Stern
+ PDF Chat	spinney: A Form library for helicity spinors	2011	G. Cullen Maciej Koch-Janusz T. Reiter
+	Modern Feynman Diagrammatic One-Loop Calculations	2010	Thomas Reiter G. Cullen Nicolas Greiner Alberto Guffanti J.Ph. Guillet Gudrun Heinrich Stefan Karg N. Kauer Tobias Kleinschmidt Maciej Koch-Janusz

Common Coauthors

Coauthor	Papers Together
Zohar Ringel	10
Sebastian D. Huber	6
Doruk Efe Gökmen	6
Ady Stern	3
G. Cullen	3
Ioan Wigmore	2
Mykola Maksymenko	2
Sounak Biswas	2
J.Ph. Guillet	2
Pierpaolo Mastrolia	2
N. Kauer	2
Gionata Luisoni	2
Thomas Reiter	2
Daniel S. Seara	2
Vincenzo Vitelli	2
Stefan Karg	2
E. Pilon	2
Giovanni Ossola	2
D. I. Khomskiǐ	2
Alberto Guffanti	2
Nicolas Greiner	2
Matthew S. Schmitt	2
Michael Levin	2
Gudrun Heinrich	2
Francesco Tramontano	2
Michel Fruchart	2
Tobias Kleinschmidt	2
Mark Rodgers	2
Felix Flicker	2
Mykola Luhanko	1
Michael J. Rust	1
Georgios Korpas	1
Tobias Meng	1
Vlad Pushkarov	1
Fabian Hotz	1
Piet W. Brouwer	1
Jonathan Efroni	1
Lior Oppenheim	1
Vladyslav Bohun	1
Beverly Sackler	1
Kusum Dhochak	1
Eran Sela	1
Aditya Banerjee	1
F. J. Burnell	1
Patrick M. Lenggenhager	1
Titus Neupert	1
Erez Berg	1
Apoorv Tiwari	1
Snir Gazit	1
Oğuz Türker	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Fractional Topological Insulators in Three Dimensions	2010	Joseph Maciejko Xiao-Liang Qi Andreas Karch Shengbai Zhang	4
+ PDF Chat	Parameter Space Compression Underlies Emergent Theories and Predictive Models	2013	Benjamin B. Machta Ricky Chachra Mark K. Transtrum James P. Sethna	4
+ PDF Chat	Fractional Topological Insulators	2009	Michael Levin Ady Stern	4
+ PDF Chat	Fault-tolerant quantum computation by anyons	2003	Alexei Kitaev	3
+ PDF Chat	Optimal Renormalization Group Transformation from Information Theory	2020	Patrick M. Lenggenhager Doruk Efe Gökmen Zohar Ringel Sebastian D. Huber Maciej Koch-Janusz	3
+ PDF Chat	Relevance in the Renormalization Group and in Information Theory	2021	A. Gordon Aditya Banerjee Maciej Koch-Janusz Zohar Ringel	3
+ PDF Chat	Statistical Physics through the Lens of Real-Space Mutual Information	2021	Doruk Efe Gökmen Zohar Ringel Sebastian D. Huber Maciej Koch-Janusz	3
+ PDF Chat	Classical dimers with aligning interactions on the square lattice	2006	Fabien Alet Yacine Ikhlef Jesper Lykke Jacobsen Grégoire Misguich Vincent Pasquier	3
+ PDF Chat	Mutual information, neural networks and the renormalization group	2018	Maciej Koch-Janusz Zohar Ringel	3
+ PDF Chat	Symmetries and phase diagrams with real-space mutual information neural estimation	2021	Doruk Efe Gökmen Zohar Ringel Sebastian D. Huber Maciej Koch-Janusz	3
+ PDF Chat	Machine-learning iterative calculation of entropy for physical systems	2020	Amit Nir Eran Sela Roy Beck Yohai Bar‐Sinai	3
+ PDF Chat	Regularity properties and pathologies of position-space renormalization-group transformations: Scope and limitations of Gibbsian theory	1993	Aernout C. D. van Enter Roberto Fernández Alan D. Sokal	3
+ PDF Chat	Exactly soluble models for fractional topological insulators in two and three dimensions	2011	Michael Levin F. J. Burnell Maciej Koch-Janusz Ady Stern	3
+ PDF Chat	The renormalization group via statistical inference	2015	Cédric Bény Tobias J. Osborne	3
+ PDF Chat	Information theory and renormalization group flows	2011	S. M. Apenko	3
+	Crystal Statistics. I. A Two-Dimensional Model with an Order-Disorder Transition	1944	Lars Onsager	3
+ PDF Chat	Correlated topological insulators and the fractional magnetoelectric effect	2011	Brian Swingle Maissam Barkeshli John McGreevy T. Senthil	3
+ PDF Chat	Interacting Classical Dimers on the Square Lattice	2005	Fabien Alet Jesper Lykke Jacobsen Grégoire Misguich Vincent Pasquier Frédéric Mila Matthias Troyer	3
+ PDF Chat	Field theory entropy, the<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>H</mml:mi></mml:math>theorem, and the renormalization group	1996	José Gaite Denjoe O’Connor	3
+ PDF Chat	Classification and analysis of two-dimensional Abelian fractional topological insulators	2012	Michael Levin Ady Stern	2
+	Asymptotic evaluation of certain markov process expectations for large time. IV	1983	M. D. Donsker S. R. S. Varadhan	2
+ PDF Chat	Classical Dimers on Penrose Tilings	2020	Felix Flicker Steven H. Simon S. A. Parameswaran	2
+	On Variational Bounds of Mutual Information	2019	Ben Poole Sherjil Ozair Aäron van den Oord Alexander A. Alemi George Tucker	2
+ PDF Chat	Topological field theory of time-reversal invariant insulators	2008	Xiao‐Liang Qi Taylor L. Hughes Shou-Cheng Zhang	2
+ PDF Chat	Extracting Interpretable Physical Parameters from Spatiotemporal Systems Using Unsupervised Learning	2020	Peter Y. Lu Samuel Kim Marin Soljačić	2
+ PDF Chat	Detecting hidden spatial and spatio-temporal structures in glasses and complex physical systems by multiresolution network clustering	2011	Peter Ronhovde Saurish Chakrabarty Dandan Hu M. Sahu Κ. K. Sahu K. F. Kelton Nicholas A. Mauro Zohar Nussinov	2
+	Learning Symmetries of Classical Integrable Systems	2019	Roberto Bondesan Austen Lamacraft	2
+ PDF Chat	Discovering phase transitions with unsupervised learning	2016	Lei Wang	2
+	Statistics of the Two-Dimensional Ferromagnet. Part I	1941	H. A. Kramers Gregory H. Wannier	2
+ PDF Chat	Learning thermodynamics with Boltzmann machines	2016	Giacomo Torlai Roger G. Melko	2
+ PDF Chat	Quantum information and physics: Some future directions	2000	John Preskill	2
+ PDF Chat	Deconfined Quantum Critical Points	2004	T. Senthil Ashvin Vishwanath Leon Balents Subir Sachdev Matthew P. A. Fisher	2
+ PDF Chat	Solving the quantum many-body problem with artificial neural networks	2017	Giuseppe Carleo Matthias Troyer	2
+ PDF Chat	Exact phase diagram of a model with aggregation and chipping	2001	R. Rajesh Satya N. Majumdar	2
+ PDF Chat	Topological Entanglement Entropy	2006	Alexei Kitaev John Preskill	2
+ PDF Chat	Time reversal polarization and a<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>Z</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math>adiabatic spin pump	2006	Liang Fu C. L. Kane	2
+ PDF Chat	Information-geometric approach to the renormalization group	2015	Cédric Bény Tobias J. Osborne	2
+ PDF Chat	Critical phenomena in atmospheric precipitation	2006	Ole Peters J. David Neelin	2
+ PDF Chat	Detecting Topological Order in a Ground State Wave Function	2006	Michael Levin Xiao-Gang Wen	2
+ PDF Chat	The Maxima of the Mean Largest Value and of the Range	1954	E. J. Gumbel	2
+ PDF Chat	Information theoretic aspects of the two-dimensional Ising model	2013	Hon Wai Lau Peter Grassberger	2
+ PDF Chat	<i>Colloquium</i>: Topological insulators	2010	M. Zahid Hasan C. L. Kane	2
+ PDF Chat	Short-ranged resonating valence bond physics, quantum dimer models, and Ising gauge theories	2001	Roderich Moessner S. L. Sondhi Eduardo Fradkin	2
+	The information bottleneck method	2000	Naftali Tishby Fernando C. N. Pereira William Bialek	2
+ PDF Chat	Topological Insulators in Three Dimensions	2007	Liang Fu C. L. Kane E. J. Melé	2
+ PDF Chat	Machine learning phases of matter	2017	Juan Carrasquilla Roger G. Melko	2
+ PDF Chat	Exactly soluble lattice models for non-Abelian states of matter in two dimensions	2013	Maciej Koch-Janusz Michael Levin Ady Stern	2
+ PDF Chat	Learning phase transitions by confusion	2017	Evert van Nieuwenburg Ye-Hua Liu Sebastian D. Huber	2
+ PDF Chat	Machine learning and the physical sciences	2019	Giuseppe Carleo J. I. Cirac K. Cranmer Laurent Daudet Maria Schuld Naftali Tishby Leslie Vogt-Maranto Lenka Zdeborová	2
+	Representation Learning with Contrastive Predictive Coding	2018	Aäron van den Oord Yazhe Li Oriol Vinyals	2