N. V. Gerasimeniuk

Generating author description...

All published works

Action	Title	Year	Authors
+	Roberge–Weiss Transition in the Lee–Yang Approach	2023	Roman Rogalev V. G. Bornyakov N. V. Gerasimeniuk V. A. Goy Anatolii Korneev A. V. Molochkov Atsushi Nakamura
+ PDF Chat	Numerical study of the Roberge-Weiss transition	2023	V. G. Bornyakov N. V. Gerasimeniuk V. A. Goy Anatolii Korneev A. V. Molochkov Atsushi Nakamura R. N. Rogalyov
+ 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
+ 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
+	Quark Density in Lattice QC$_2$D at Imaginary and Real Chemical Potential	2021	Alexander Begun V. G. Bornyakov N. V. Gerasimeniuk V. A. Goy Atsushi Nakamura R. N. Rogalyov Volodymyr Vovchenko

Common Coauthors

Coauthor	Papers Together
V. A. Goy	6
A. V. Molochkov	5
Denis Boyda	3
V. G. Bornyakov	3
Sergei Liubimov	3
M. N. Chernodub	3
Atsushi Nakamura	3
Anatolii Korneev	2
R. N. Rogalyov	2
Volodymyr Vovchenko	1
Roman Rogalev	1
Alexander Begun	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ 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	3
+ PDF Chat	Machine learning estimators for lattice QCD observables	2019	Boram Yoon Tanmoy Bhattacharya Rajan Gupta	3
+ PDF Chat	Regressive and generative neural networks for scalar field theory	2019	Kai Zhou Gergely Endrődi Long-Gang Pang H. Stöcker	3
+ 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	3
+ PDF Chat	Flow-based generative models for Markov chain Monte Carlo in lattice field theory	2019	Michael S. Albergo Gurtej Kanwar Phiala E. Shanahan	3
+ PDF Chat	Detection of Phase Transition via Convolutional Neural Networks	2017	Akinori Tanaka Akio Tomiya	3
+	Statistical Theory of Equations of State and Phase Transitions. II. Lattice Gas and Ising Model	1952	T. D. Lee Chongming Yang	2
+ PDF Chat	Lattice Gauge Equivariant Convolutional Neural Networks	2022	Matteo Favoni Andreas Ipp David I. Müller Daniel Schuh	2
+ 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	2
+	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	2
+ PDF Chat	Scaling and asymptotic scaling in the SU(2) gauge theory	1993	J. Fingberg Urs M. Heller F. Karsch	1
+	Solving secular and polynomial equations: A multiprecision algorithm	2013	Dario A. Bini Leonardo Robol	1
+ PDF Chat	Thermodynamics of two flavor QCD from imaginary chemical potentials	2009	Massimo D’Elia Francesco Sanfilippo	1
+ PDF Chat	Simulating QCD at finite density	2010	Philippe de Forcrand	1
+ PDF Chat	Machine learning quantum phases of matter beyond the fermion sign problem	2017	Peter Broecker Juan Carrasquilla Roger G. Melko Simon Trebst	1
+ PDF Chat	Learning phase transitions by confusion	2017	Evert van Nieuwenburg Ye-Hua Liu Sebastian D. Huber	1
+ PDF Chat	Higher order quark number fluctuations via imaginary chemical potentials 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:mo>+</mml:mo><mml:mn>1</mml:mn></mml:math> QCD	2017	Massimo D’Elia G. Gagliardi Francesco Sanfilippo	1
+ 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	1
+ PDF Chat	Machine learning of explicit order parameters: From the Ising model to SU(2) lattice gauge theory	2017	Sebastian J. Wetzel Manuel Scherzer	1
+ PDF Chat	Cluster expansion model for QCD baryon number fluctuations: No phase transition at <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>μ</mml:mi></mml:mrow><mml:mrow><mml:mi>B</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">/</mml:mo><mml:mi>T</mml:mi><mml:mo><</mml:mo><mml:mi>π</mml:mi></mml:mrow></mml:math>	2018	Volodymyr Vovchenko Jan Steinheimer Owe Philipsen Horst Stoecker	1
+ PDF Chat	Machine learning action parameters in lattice quantum chromodynamics	2018	Phiala E. Shanahan Daniel Trewartha William Detmold	1
+ PDF Chat	Fourier coefficients of the net baryon number density and chiral criticality	2019	Gábor Almási Bengt Friman Kenji Morita Pok Man Lo K. Redlich	1
+	Machine Learning in High Energy Physics Community White Paper	2018	Kim Albertsson Piero Altoè Dustin Anderson Michael Benjamin Andrews Juan Pedro Araque Espinosa A. Aurisano L. Basara A. J. Bevan W. Bhimji Daniele Bonacorsi	1
+	High-Temperature QCD: theory overview	2019	Massimo D’Elia	1
+	Classifying Topological Charge in SU(3) Yang-Mills Theory with Machine Learning	2019	Takuya Matsumoto Masakiyo Kitazawa Yasuhiro Kohno	1
+ PDF Chat	Finite size and cut-off effects on the Roberge-Weiss transition in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">N</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:math> QCD with staggered fermions	2020	Owe Philipsen Alessandro Sciarra	1
+ PDF Chat	The QCD equation of state at finite density from analytical continuation	2017	Jana Günther R. Bellwied Szabolcs Borsányi Zoltán Fodor S. D. Katz Attila Pásztor Claudia Ratti	1
+ PDF Chat	Towards novel insights in lattice field theory with explainable machine learning	2020	Stefan Blücher Lukas Kades Jan M. Pawlowski Nils Strodthoff Julian M. Urban	1
+ PDF Chat	Use of the canonical approach in effective models of QCD	2020	Masayuki Wakayama Seung-il Nam Atsushi Hosaka	1
+ PDF Chat	Extending machine learning classification capabilities with histogram reweighting	2020	Dimitrios Bachtis Gert Aarts Biagio Lucini	1
+ PDF Chat	Topological defects and confinement with machine learning: The case of monopoles in compact electrodynamics	2020	M. N. Chernodub Harold Erbin V. A. Goy A. V. Molochkov	1
+ PDF Chat	On the generalizability of artificial neural networks in spin models	2022	Hon Man Yau Nan Su	1
+ 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	1
+ PDF Chat	Classifying topological charge in SU(3) Yang–Mills theory with machine learning	2020	Takuya Matsumoto Masakiyo Kitazawa Yasuhiro Kohno	1
+	Reducing autocorrelation times in lattice simulations with generative adversarial networks	2020	Jan M. Pawlowski Julian M. Urban	1
+ PDF Chat	Mapping the phases of quantum chromodynamics with beam energy scan	2020	Adam Bzdak ShinIchi Esumi Volker Koch Jinfeng Liao Mikhail Stephanov Nu Xu	1
+	A high-bias, low-variance introduction to Machine Learning for physicists	2019	Pankaj Mehta Marin Bukov Ching-Hao Wang Alexandre G. R. Day Clint Richardson Charles K. Fisher David J. Schwab	1
+ PDF Chat	Scaling and asymptotic scaling in the SU(2) gauge theory	1993	J. Fingberg Urs M. Heller F. Karsch	1
+	Finite size scaling analysis of ising model block distribution functions	1981	Kurt Binder	1
+ PDF Chat	Localization properties of Dirac modes at the Roberge-Weiss phase transition	2022	Marco Cardinali Massimo D’Elia Francesco Garosi Matteo Giordano	1
+ PDF Chat	Taylor expansions and Padé approximants for cumulants of conserved charge fluctuations at nonvanishing chemical potentials	2022	Dennis Bollweg Jishnu Goswami Olaf Kaczmarek F. Karsch Swagato Mukherjee Péter Petreczky Christian Schmidt Philipp Scior	1
+ PDF Chat	Resummed lattice QCD equation of state at finite baryon density: Strangeness neutrality and beyond	2022	Szabolcs Borsányi Jana N. Guenther Ruben Kara Zoltán Fodor Paolo Parotto Attila Pásztor Claudia Ratti Kálman Szabó	1
+ PDF Chat	Lee-Yang zero distribution of high temperature QCD and the Roberge-Weiss phase transition	2015	Keitaro Nagata Kouji Kashiwa Atsushi Nakamura Shinsuke M. Nishigaki	1
+	Generalizing Hamiltonian Monte Carlo with Neural Networks	2017	Daniel Levy Matthew D. Hoffman Jascha Sohl‐Dickstein	1
+ PDF Chat	Strongly interacting quark-gluon plasma, and the critical behavior of QCD at imaginary<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>μ</mml:mi></mml:math>	2007	Massimo D’Elia Francesco Di Renzo Maria Paola Lombardo	1
+ PDF Chat	Roberge-Weiss endpoint 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>QCD	2011	Claudio Bonati Guido Cossu Massimo D’Elia Francesco Sanfilippo	1
+	None	2000	Dario A. Bini Giuseppe Fiorentino	1
+ PDF Chat	The QCD phase diagram for small densities from imaginary chemical potential	2002	Philippe de Forcrand Owe Philipsen	1
+ PDF Chat	Finite density QCD via an imaginary chemical potential	2003	Massimo D’Elia Maria-Paola Lombardo	1
+ 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	1