Pavel M. Bokov

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All published works

Action	Title	Year	Authors
+ PDF Chat	Clustering and uncertainty analysis to improve the machine learning-based predictions of SAFARI-1 control follower assembly axial neutron flux profiles	2024	Lesego E. Moloko Pavel M. Bokov Xu Wu Kostadin Ivanov
+ PDF Chat	Prediction and uncertainty quantification of SAFARI-1 axial neutron flux profiles with neural networks	2023	Lesego E. Moloko Pavel M. Bokov Xu Wu Kostadin Ivanov
+	Clustering and Uncertainty Analysis to Improve the Machine Learning-based Predictions of SAFARI-1 Control Follower Assembly Axial Neutron Flux Profiles	2023	Lesego E. Moloko Pavel M. Bokov Wu Xu Kostadin Ivanov
+	Prediction and Uncertainty Quantification of SAFARI-1 Axial Neutron Flux Profiles with Neural Networks	2022	Lesego E. Moloko Pavel M. Bokov Xu Wu Kostadin Ivanov
+	Hierarchical Interpolation of Homogenized Few-Group Neutron Cross-Sections on Samples with Uncorrelated Uncertainty	2022	Pavel M. Bokov Danniëll Botes Kostadin Ivanov
+	A study of the performance of a sparse grid cross section representation methodology as applied to MOX fuel	2016	Danniëll Botes Saymore Chifamba Pavel M. Bokov
+	Polynomial interpolation of few-group neutron cross sections on sparse grids	2013	Danniëll Botes Pavel M. Bokov
+	Cross-section parameterization of the pebble bed modular reactor using the dimension-wise expansion model	2010	Rastko Živanović Pavel M. Bokov
+	Delayed neutrons measurement at the MEGAPIE target	2007	S. Panebianco Pavel M. Bokov D. Doré X. Ledoux Audrey Letourneau A. Prévost D. Ridikas
+	Neutronic Characterization of the Megapie Target	2007	S. Panebianco O. Bringer Pavel M. Bokov S. Chabod Fredéric Chartier E. Dupont D. Doré X. Ledoux A. Letourneau L. Oriol
+	Delayed neutrons measurement at the MEGAPIE target	2007	S. Panebianco Pavel M. Bokov D. Doré X. Ledoux A. Letourneau A. Prévost Danas Ridikas

Common Coauthors

Coauthor	Papers Together
Kostadin Ivanov	5
Lesego E. Moloko	4
D. Doré	3
A. Prévost	3
Xu Wu	3
X. Ledoux	3
Danniëll Botes	3
A. Letourneau	2
Stefano Panebianco	2
Danas Ridikas	2
D. Ridikas	1
Saymore Chifamba	1
Rastko Živanović	1
L. Oriol	1
E. Dupont	1
S. Chabod	1
S. Panebianco	1
O. Bringer	1
J.C. Toussaint	1
Audrey Letourneau	1
Wu Xu	1
Fredéric Chartier	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	High dimensional integration of smooth functions over cubes	1996	Erich Novak Klaus Ritter	2
+ PDF Chat	A review of deep learning with special emphasis on architectures, applications and recent trends	2020	Saptarshi Sengupta Sanchita Basak Pallabi Saikia Sayak Paul Vasilios Tsalavoutis Frederick Ditliac Atiah Vadlamani Ravi Alan Peters	2
+	Few group cross section representation based on sparse grid methods	2012	Danniëll Botes	2
+	Explicit Cost Bounds of Algorithms for Multivariate Tensor Product Problems	1995	G.W. Wasilkowski H. Woźniakowski	2
+ PDF Chat	Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results	2018	Yang Liu Nam Dinh Yohei Sato Bojan Ničeno	2
+	On the distribution of points in a cube and the approximate evaluation of integrals	1967	I. M. Sobol	2
+	None	1998	Thomas Gerstner Michael Griebel	2
+	Robust Locally Weighted Regression and Smoothing Scatterplots	1979	William S. Cleveland	1
+	UNCERTAINTY MODELING USING FUZZY ARITHMETIC BASED ON SPARSE GRIDS: APPLICATIONS TO DYNAMIC SYSTEMS	2004	Andreas Klimke Kai Willner Barbara Wohlmuth	1
+ PDF Chat	Objective Criteria for the Evaluation of Clustering Methods	1971	Telmo Menezes Camille Roth	1
+	Monte Carlo and Quasi-Monte Carlo Methods 2000	2002	Kai‐Tai Fang Harald Niederreiter Fred J. Hickernell	1
+	Cross-section parameterization of the pebble bed modular reactor using the dimension-wise expansion model	2010	Rastko Živanović Pavel M. Bokov	1
+	Quasi-Monte Carlo Integration	1995	William J. Morokoff Russel E. Caflisch	1
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	1
+	Monte Carlo and quasi-Monte Carlo methods	1998	Russel E. Caflisch	1
+	A study of the performance of a sparse grid cross section representation methodology as applied to MOX fuel	2016	Danniëll Botes Saymore Chifamba Pavel M. Bokov	1
+ PDF Chat	Survey of State-of-the-Art Mixed Data Clustering Algorithms	2019	Amir Ahmad Shehroz S. Khan	1
+	Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles	2016	Balaji Lakshminarayanan Alexander Pritzel Charles Blundell	1
+	Quasi-regression	2001	Jian An Art B. Owen	1
+	Case Studies in Applied Bayesian Data Science	2020	Farzana Jahan Insha Ullah Kerrie Mengersen	1
+	TensorFlow Distributions	2017	Joshua V. Dillon Ian Langmore Dustin Tran Eugene Brevdo Vasudevan Srinivas Dave Moore Brian Patton Alex Alemi Matt Hoffman Rif A. Saurous	1
+	Valuation of mortgage-backed securities using Brownian bridges to reduce effective dimension	1997	Russel E. Caflisch William J. Morokoff Art B. Owen	1
+	NEORL: NeuroEvolution Optimization with Reinforcement Learning	2021	Majdi I. Radaideh Katelin Du Paul Seurin Devin Seyler Xubo Gu Haijia Wang Koroush Shirvan	1
+	Comparing partitions	1985	Lawrence J. Hubert Phipps Arabie	1
+ PDF Chat	Quantification of Deep Neural Network Prediction Uncertainties for VVUQ of Machine Learning Models	2022	Mahmoud Yaseen Xu Wu	1
+ PDF Chat	Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons	2023	Apostolos F. Psaros Xuhui Meng Zongren Zou Ling Guo George Em Karniadakis	1
+ PDF Chat	Prediction and uncertainty quantification of SAFARI-1 axial neutron flux profiles with neural networks	2023	Lesego E. Moloko Pavel M. Bokov Xu Wu Kostadin Ivanov	1
+ PDF Chat	Uncertainty Quantification for Deep Learning	2024	Peter Jan van Leeuwen J. Christine Chiu C. Kevin Yang	1
+	Global Optimization Using Hyperbolic Cross Points	1996	Erich Novak Klaus Ritter	1
+	Quasi-Regression and the Relative Importance of the ANOVA Components of a Function	2002	Christiane Lemieux Art B. Owen	1
+	Dimension?Adaptive Tensor?Product Quadrature	2003	Thomas Gerstner Michael Griebel	1
+	A method for numerical integration on an automatic computer	1960	C. W. Clenshaw A. R. Curtis	1
+	Polynomial interpolation of few-group neutron cross sections on sparse grids	2013	Danniëll Botes Pavel M. Bokov	1
+ PDF Chat	Barycentric Lagrange Interpolation	2004	Jean‐Paul Berrut Lloyd N. Trefethen	1
+ PDF Chat	The optimum addition of points to quadrature formulae	1968	T. N. L. Patterson	1