Denis Boyda

Follow

Generating author description...

All published works
Action Title Year Authors
+ PDF Chat Applications of flow models to the generation of correlated lattice QCD ensembles 2024 Ryan Abbott
Aleksandar Botev
Denis Boyda
Daniel C. Hackett
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Fernando Romero-López
Phiala E. Shanahan
Julian M. Urban
+ PDF Chat Multiscale Normalizing Flows for Gauge Theories 2024 Ryan Abbott
Michael S. Albergo
Denis Boyda
Daniel C. Hackett
Gurtej Kanwar
Fernando Romero-López
Phiala E. Shanahan
Julian Urban
+ PDF Chat Practical applications of machine-learned flows on gauge fields 2024 Daniel C. Hackett
Ryan Abbott
Denis Boyda
Gurtej Kanwar
Fernando Romero-López
Phiala E. Shanahan
Julian Urban
Michael S. Albergo
+ PDF Chat Practical applications of machine-learned flows on gauge fields 2024 Ryan Abbott
Michael S. Albergo
Denis Boyda
Daniel C. Hackett
Gurtej Kanwar
Fernando Romero-López
Phiala E. Shanahan
Julian M. Urban
+ PDF Chat Multiscale Normalizing Flows for Gauge Theories 2024 Ryan Abbott
Michael S. Albergo
Denis Boyda
Daniel C. Hackett
Gurtej Kanwar
Fernando Romero-López
Phiala E. Shanahan
Julian M. Urban
+ Applications of flow models to the generation of correlated lattice QCD ensembles 2024 Ryan Abbott
Aleksandar Botev
Denis Boyda
Daniel C. Hackett
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Fernando Romero-López
Phiala E. Shanahan
Julian M. Urban
+ PDF Chat Aspects of scaling and scalability for flow-based sampling of lattice QCD 2023 Ryan Abbott
Michael S. Albergo
Aleksandar Botev
Denis Boyda
K. Cranmer
Daniel C. Hackett
Alexander Matthews
Sébastien Racanière
Ali Razavi
Danilo Jimenez Rezende
+ PDF Chat Sampling QCD field configurations with gauge-equivariant flow models 2023 Phiala E. Shanahan
Ryan Abbott
Michael S. Albergo
Aleksandar Botev
Denis Boyda
K. Cranmer
Daniel Hackett
Gurtej Kanwar
Alexander Matthews
Sébastien Racanière
+ Normalizing flows for lattice gauge theory in arbitrary space-time dimension 2023 Ryan Abbott
Michael S. Albergo
Aleksandar Botev
Denis Boyda
K. Cranmer
Daniel C. Hackett
Gurtej Kanwar
Alexander Matthews
Sébastien Racanière
Ali Razavi
+ PDF Chat Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions 2022 Ryan Abbott
Michael S. Albergo
Denis Boyda
K. Cranmer
Daniel C. Hackett
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Fernando Romero-López
Phiala E. Shanahan
+ PDF Chat Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning 2022 Phiala E. Shanahan
K. Terao
Daniel Whiteson
Gert Aarts
Andreas Adelmann
N. Akchurin
Andrei Alexandru
O. Amram
Anders Andreassen
A. Apresyan
+ PDF Chat Flow-based sampling in the lattice Schwinger model at criticality 2022 Michael S. Albergo
Denis Boyda
K. Cranmer
Daniel C. Hackett
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Fernando Romero-López
Phiala E. Shanahan
Julian M. Urban
+ PDF Chat Applying machine learning methods to prediction problems of lattice observables 2022 N. V. Gerasimeniuk
M. N. Chernodub
V. A. Goy
Denis Boyda
Sergei Liubimov
A. V. Molochkov
+ PDF Chat Report on 2112.07865v2 2022 N. V. Gerasimeniuk
M. N. Chernodub
V. A. Goy
Denis Boyda
Sergei Liubimov
A. V. Molochkov
+ Applications of Machine Learning to Lattice Quantum Field Theory 2022 Denis Boyda
Salvatore Calì
Sam Foreman
Lena Funcke
Daniel C. Hackett
Lin Yin
Gert Aarts
Andrei Alexandru
Xiao-Yong Jin
Biagio Lucini
+ Flow-based sampling in the lattice Schwinger model at criticality 2022 Michael S. Albergo
Denis Boyda
K. Cranmer
Daniel C. Hackett
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Fernando Romero-López
Phiala E. Shanahan
Julian M. Urban
+ Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions 2022 Ryan Abbott
Michael S. Albergo
Denis Boyda
K. Cranmer
Daniel C. Hackett
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Fernando Romero-López
Phiala E. Shanahan
+ Sampling QCD field configurations with gauge-equivariant flow models 2022 Ryan Abbott
Michael S. Albergo
Aleksandar Botev
Denis Boyda
K. Cranmer
Daniel C. Hackett
Gurtej Kanwar
Alexander Matthews
Sébastien Racanière
Ali Razavi
+ Aspects of scaling and scalability for flow-based sampling of lattice QCD 2022 Ryan Abbott
Michael S. Albergo
Aleksandar Botev
Denis Boyda
K. Cranmer
Daniel C. Hackett
Alexander Matthews
Sébastien Racanière
Ali Razavi
Danilo Jimenez Rezende
+ PDF Chat Flow-based sampling for fermionic lattice field theories 2021 Michael S. Albergo
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Julian M. Urban
Denis Boyda
K. Cranmer
Daniel C. Hackett
Phiala E. Shanahan
+ Flow-based sampling for fermionic lattice field theories. 2021 Michael S. Albergo
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Julian M. Urban
Denis Boyda
K. Cranmer
Daniel C. Hackett
Phiala E. Shanahan
+ PDF Chat Sampling using<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:mi>SU</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>N</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:math>gauge equivariant flows 2021 Denis Boyda
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Michael S. Albergo
K. Cranmer
Daniel C. Hackett
Phiala E. Shanahan
+ Introduction to Normalizing Flows for Lattice Field Theory 2021 Michael S. Albergo
Denis Boyda
Daniel C. Hackett
Gurtej Kanwar
K. Cranmer
Sébastien Racanière
Danilo Jimenez Rezende
Phiala E. Shanahan
+ PDF Chat Finding the deconfinement temperature in lattice Yang-Mills theories from outside the scaling window with machine learning 2021 Denis Boyda
M. N. Chernodub
N. V. Gerasimeniuk
V. A. Goy
Sergei Liubimov
A. V. Molochkov
+ Flow-based sampling for multimodal distributions in lattice field theory 2021 Daniel C. Hackett
Chung-Chun Hsieh
Michael S. Albergo
Denis Boyda
Jiunn-Wei Chen
K. F. Chen
K. Cranmer
Gurtej Kanwar
Phiala E. Shanahan
+ Introduction to Normalizing Flows for Lattice Field Theory 2021 Michael S. Albergo
Denis Boyda
Daniel C. Hackett
Gurtej Kanwar
K. Cranmer
Sébastien Racanière
Danilo Jimenez Rezende
Phiala E. Shanahan
+ PDF Chat Equivariant Flow-Based Sampling for Lattice Gauge Theory 2020 Gurtej Kanwar
Michael S. Albergo
Denis Boyda
K. Cranmer
Daniel C. Hackett
Sébastien Racanière
Danilo Jimenez Rezende
Phiala E. Shanahan
+ New way of collision experiment data analysis based on Grand Canonical Distribution and Lattice QCD data 2019 V. G. Bornyakov
Denis Boyda
V. A. Goy
A. V. Molochkov
Atsushi Nakamura
+ Lee-Yang zeros in lattice QCD for searching phase transition points 2019 Masayuki Wakayama
V. G. Bornyakov
Denis Boyda
V. A. Goy
Hidehiro Iida
A. V. Molochkov
Atsushi Nakamura
V.I. Zakharov
+ PDF Chat Lattice quantum Monte Carlo study of chiral magnetic effect in Dirac semimetals 2018 Denis Boyda
V. V. Braguta
M. I. Katsnelson
A. Yu. Kotov
+ Lee-Yang zeros in lattice QCD at finite baryon density from canonical approach 2018 Masayuki Wakayama
V.G. Borynakov
Denis Boyda
Hidehiro Iida
V. A. Goy
A. V. Molochkov
V.I. Zakharov
Atsushi Nakamura
+ PDF Chat Restoring canonical partition functions from imaginary chemical potential 2018 V. G. Bornyakov
Denis Boyda
V. A. Goy
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
V.I. Zakharov
+ PDF Chat Lattice QCD at finite baryon density using analytic continuation 2018 V. G. Bornyakov
Denis Boyda
V. A. Goy
Hidehiro Iida
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
V.I. Zakharov
Masayuki Wakayama
+ PDF Chat Interacting Electrons in Graphene: Fermi Velocity Renormalization and Optical Response 2017 Tobias Stauber
Prakash Parida
Maxim Trushin
Maksim Ulybyshev
Denis Boyda
John Schliemann
+ PDF Chat New approach to canonical partition functions computation in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>N</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:math> lattice QCD at finite baryon density 2017 V. G. Bornyakov
Denis Boyda
V. A. Goy
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
В. И. Захаров
+ Lattice Study of QCD Phase Structure by Canonical Approach 2017 Denis Boyda
V. G. Bornyakov
V. A. Goy
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
В. И. Захаров
+ Lattice Study of QCD Phase Structure by Canonical Approach - Towards determining the phase transition line 2017 Denis Boyda
V. G. Bornyakov
V. A. Goy
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
В. И. Захаров
+ PDF Chat Sign problem in finite density lattice QCD 2017 V. A. Goy
V. G. Bornyakov
Denis Boyda
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
V.I. Zakharov
+ PDF Chat Dyons and Roberge - Weiss transition in lattice QCD 2017 V. G. Bornyakov
Denis Boyda
V. A. Goy
E.-M. Ilgenfritz
B. V. Martemyanov
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
V.I. Zakharov
+ PDF Chat Study of lattice QCD at finite chemical potential using the canonical ensemble approach 2017 V. G. Bornyakov
Denis Boyda
V. A. Goy
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
V.I. Zakharov
+ Lattice QCD thermodynamics at finite chemical potential and its comparison with Experiments 2017 Denis Boyda
V. G. Bornyakov
V. A. Goy
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
V.I. Zakharov
+ PDF Chat Study of lattice QCD at finite baryon density using the canonical approach 2017 V. G. Bornyakov
Denis Boyda
V. A. Goy
A. V. Molochkov
Atsushi Nakamura
А. А. Николаев
V.I. Zakharov
+ PDF Chat Many-body effects on graphene conductivity: Quantum Monte Carlo calculations 2016 Denis Boyda
V. V. Braguta
M. I. Katsnelson
Maksim Ulybyshev
+ PDF Chat Numerical simulation of graphene in an external magnetic field 2014 Denis Boyda
V. V. Braguta
S. N. Valgushev
M. I. Polikarpov
Maksim Ulybyshev
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat Flow-based generative models for Markov chain Monte Carlo in lattice field theory 2019 Michael S. Albergo
Gurtej Kanwar
Phiala E. Shanahan
15
+ PDF Chat Equivariant Flow-Based Sampling for Lattice Gauge Theory 2020 Gurtej Kanwar
Michael S. Albergo
Denis Boyda
K. Cranmer
Daniel C. Hackett
Sébastien Racanière
Danilo Jimenez Rezende
Phiala E. Shanahan
14
+ PDF Chat Sampling using<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:mi>SU</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>N</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:math>gauge equivariant flows 2021 Denis Boyda
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Michael S. Albergo
K. Cranmer
Daniel C. Hackett
Phiala E. Shanahan
10
+ PDF Chat Neural Network Renormalization Group 2018 Shuo-Hui Li
Lei Wang
9
+ PDF Chat Equation of state and heavy-quark free energy at finite temperature and density in two flavor lattice QCD with Wilson quark action 2010 Shinji Ejiri
Y. Maezawa
N. Ukita
Sinya Aoki
Tetsuo Hatsuda
N. Ishii
K. Kanaya
T. Umeda
7
+ PDF Chat Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models 2021 Kim A. Nicoli
Christopher J. Anders
Lena Funcke
Tobias Hartung
Karl Jansen
Pan Kessel
Shinichi Nakajima
Paolo Stornati
7
+ PDF Chat Trivializing Maps, the Wilson Flow and the HMC Algorithm 2009 Martin Lüscher
7
+ PDF Chat Regressive and generative neural networks for scalar field theory 2019 Kai Zhou
Gergely Endrődi
Long-Gang Pang
H. Stöcker
7
+ PDF Chat Flow-based sampling for fermionic lattice field theories 2021 Michael S. Albergo
Gurtej Kanwar
Sébastien Racanière
Danilo Jimenez Rezende
Julian M. Urban
Denis Boyda
K. Cranmer
Daniel C. Hackett
Phiala E. Shanahan
7
+ Monte Carlo sampling methods using Markov chains and their applications 1970 W. Keith Hastings
7
+ PDF Chat Asymptotically unbiased estimation of physical observables with neural samplers 2020 Kim A. Nicoli
Shinichi Nakajima
Nils Strodthoff
Wojciech Samek
Klaus‐Robert Müller
Pan Kessel
6
+ PDF Chat Finite density QCD with a canonical approach 2006 Philippe de Forcrand
Slavo Kratochvila
6
+ Reducing autocorrelation times in lattice simulations with generative adversarial networks 2020 Jan M. Pawlowski
Julian M. Urban
6
+ PDF Chat Array programming with NumPy 2020 C. R. Harris
K. Jarrod Millman
Stéfan van der Walt
Ralf Gommers
Pauli Virtanen
David Cournapeau
Eric Wieser
Julian Taylor
Sebastian Berg
Nathaniel J. Smith
6
+ Density estimation using Real NVP 2016 Laurent Dinh
Jascha Sohl‐Dickstein
Samy Bengio
6
+ PDF Chat Finite density phase transition of QCD with<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>N</mml:mi><mml:mi>f</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn>4</mml:mn></mml:math>and<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>N</mml:mi><mml:mi>f</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn>2</mml:mn></mml:math>using canonical ensemble method 2010 Anyi Li
Andrei Alexandru
Keh-Fei Liu
Xiangfei Meng
6
+ Adaptive Monte Carlo augmented with normalizing flows 2022 Marylou Gabrié
Grant M. Rotskoff
Eric Vanden‐Eijnden
5
+ PDF Chat Lattice Gauge Equivariant Convolutional Neural Networks 2022 Matteo Favoni
Andreas Ipp
David I. Müller
Daniel Schuh
5
+ PDF Chat Experimental and theoretical challenges in the search for the quark–gluon plasma: The STAR Collaboration's critical assessment of the evidence from RHIC collisions 2005 J. R. Adams
M. M. Aggarwal
Z. Ahammed
J. Amonett
B. D. Anderson
D. Arkhipkin
G. S. Averichev
S.K. Badyal
Y. Bai
J. Balewski
5
+ PDF Chat Critical slowing down and error analysis in lattice QCD simulations 2010 Stefan Schaefer
Rainer Sommer
Francesco Virotta
5
+ PDF Chat Solving Statistical Mechanics Using Variational Autoregressive Networks 2019 Dian Wu
Lei Wang
Pan Zhang
5
+ Status and future perspectives for lattice gauge theory calculations to the exascale and beyond 2019 Bálint Joó
Chulwoo Jung
Norman H. Christ
William Detmold
Robert G. Edwards
Martin J. Savage
Phiala E. Shanahan
5
+ PDF Chat Properties of canonical determinants and a test of fugacity expansion for finite density lattice QCD with Wilson fermions 2012 Julia Danzer
Christof Gattringer
5
+ PDF Chat Normalizing flows and the real-time sign problem 2021 Scott Lawrence
Yukari Yamauchi
5
+ Improved heatbath method for Monte Carlo calculations in lattice gauge theories 1985 A.D. Kennedy
B.J. Pendleton
5
+ PDF Chat Quark number densities at imaginary chemical potential in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>N</mml:mi><mml:mi>f</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn>2</mml:mn></mml:math>lattice QCD with Wilson fermions and its model analyses 2015 Junichi Takahashi
Hiroaki Kouno
Masanobu Yahiro
5
+ PDF Chat Generalized quark number susceptibilities from fugacity expansion at finite chemical potential for<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>N</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:math>Wilson fermions 2015 Christof Gattringer
Hans-Peter Schadler
5
+ PDF Chat Critical point of<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>N</mml:mi><mml:mi>f</mml:mi></mml:msub><mml:mo mathvariant="bold">=</mml:mo><mml:mn>3</mml:mn></mml:math>QCD from lattice simulations in the canonical ensemble 2011 Anyi Li
Andrei Alexandru
Keh-Fei Liu
5
+ PDF Chat Stochastic normalizing flows as non-equilibrium transformations 2022 Michele Caselle
Elia Cellini
Alessandro Nada
Marco Panero
5
+ PDF Chat Lattice QCD at Finite Density: An Introductory Review 2003 Shin Muroya
A. Nakamura
C. Nonaka
Tetsuya Takaishi
5
+ PDF Chat Markov Chains for Exploring Posterior Distributions 1994 Luke Tierney
4
+ Critical slowing down 1990 Ulli Wolff
4
+ PDF Chat Thermodynamics of two flavor QCD from imaginary chemical potentials 2009 Massimo D’Elia
Francesco Sanfilippo
4
+ PDF Chat Hadrons and nuclei 2019 William Detmold
Robert G. Edwards
Jo Dudek
Michael Engelhardt
Huey-Wen Lin
Stefan Meinel
Kostas Orginos
Phiala E. Shanahan
4
+ PDF Chat Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning 2019 Frank Noé
Simon Olsson
Jonas Köhler
Hao Wu
4
+ PDF Chat Critical slowing down of topological modes 2004 Luigi Del Debbio
G. M. Manca
Ettore Vicari
4
+ PDF Chat Extending machine learning classification capabilities with histogram reweighting 2020 Dimitrios Bachtis
Gert Aarts
Biagio Lucini
4
+ Deep Learning Hamiltonian Monte Carlo 2021 Sam Foreman
Xiao-Yong Jin
James C. Osborn
4
+ Applications of Machine Learning to Lattice Quantum Field Theory 2022 Denis Boyda
Salvatore Calì
Sam Foreman
Lena Funcke
Daniel C. Hackett
Lin Yin
Gert Aarts
Andrei Alexandru
Xiao-Yong Jin
Biagio Lucini
4
+ PDF Chat Canonical approach to finite density QCD with multiple precision computation 2016 Ryutaro Fukuda
Atsushi Nakamura
Shotaro Oka
4
+ PDF Chat Opportunities for Lattice QCD in quark and lepton flavor physics 2019 Christoph Lehner
Stefan Meinel
Tom Blum
Norman H. Christ
A. X. El-Khadra
Maxwell T. Hansen
Andreas S. Kronfeld
Jack Laiho
Ethan T. Neil
Stephen R. Sharpe
4
+ PDF Chat Machine learning estimators for lattice QCD observables 2019 Boram Yoon
Tanmoy Bhattacharya
Rajan Gupta
4
+ PDF Chat Chiral phase transition in two-flavor QCD from an imaginary chemical potential 2014 Claudio Bonati
Philippe de Forcrand
Massimo D’Elia
Owe Philipsen
Francesco Sanfilippo
4
+ PDF Chat Exploring cluster Monte Carlo updates with Boltzmann machines 2017 Lei Wang
4
+ Thermodynamics at non-zero baryon number density: a comparison of lattice and hadron resonance gas model calculations 2003 F. Karsch
K. Redlich
Abdel Nasser Tawfik
4
+ PDF Chat Accelerated Monte Carlo simulations with restricted Boltzmann machines 2017 Li Huang
Lei Wang
4
+ PDF Chat Monte Carlo study of the electron transport properties of monolayer graphene within the tight-binding model 2012 P. V. Buividovich
M. I. Polikarpov
4
+ PDF Chat Monte Carlo Study of the Semimetal-Insulator Phase Transition in Monolayer Graphene with a Realistic Interelectron Interaction Potential 2013 Maksim Ulybyshev
P. V. Buividovich
M. I. Katsnelson
M. I. Polikarpov
4
+ PDF Chat Investigating the critical slowing down of QCD simulations 2010 Stefan Schaefer
Rainer Sommer
Francesco Virotta
4
+ Lattice QCD and neutrino-nucleus scattering 2019 Andreas S. Kronfeld
David Richards
William Detmold
Rajan Gupta
Huey-Wen Lin
Keh-Fei Liu
Aaron S. Meyer
Raza Sabbir Sufian
Sergey Syritsyn
4