Sergey Oladyshkin - Publications, H-index & Citations

Sergey Oladyshkin

sto

20H指数

112论文数

1.6K被引数

收录论文 18

发表时间

Efficient confidence interval computation for physics-aware machine learning of diffusion-sorption models 基于扩散-吸附模型的物理感知机器学习的高效置信区间计算

Frontiers in Water

IF2.8

2026-05-08

OAAI

SS Stefania Scheurer; RF Riccardo Frenner; TB Tim Brünnette; SO Sergey Oladyshkin; WN Wolfgang Nowak

Numerical Investigation of Preferential Flow Paths in Enzymatically Induced Calcite Precipitation Supported by Bayesian Model Analysis 酶诱导碳酸钙沉淀中优先流路径的数值研究及贝叶斯模型分析支持

Transport in Porous Media

IF2.6

2025-10-26

OAAI

Rebecca Kohlhaas; Johannes Hommel; Felix Weinhardt; Holger Class; Sergey Oladyshkin; Bernd Flemisch

The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory

NEURAL NETWORKS

IF6.3

2023-09-01

OAAI

Oladyshkin, Sergey; Praditia, Timothy; Kroeker, Ilja; Mohammadi, Farid; Nowak, Wolfgang; Otte, Sebastian

A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2023-09-01

OAAI

Buerkner, Paul-Christian; Kroeker, Ilja; Oladyshkin, Sergey; Nowak, Wolfgang

Opportunities and challenges in CO2 geologic utilization and storage

ADVANCES IN GEO-ENERGY RESEARCH

IF10

2023-05-05

OAAI

Zhang, Liwei; Nowak, Wolfgang; Oladyshkin, Sergey; Wang, Yan; Cai, Jianchao

Arbitrary multi-resolution multi-wavelet-based polynomial chaos expansion for data-driven uncertainty quantification

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2022-06-01

PREAI

Kroeker, Ilja; Oladyshkin, Sergey

Resampling method for reliability-based design optimization based on thermodynamic integration and parallel tempering

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2021-07-01

PREAI

Cheng, Kai; Lu, Zhenzhou; Xiao, Sinan; Zhang, Xiaobo; Oladyshkin, Sergey; Nowak, Wolfgang

Global sensitivity analysis of a CaO/Ca(OH)2 thermochemical energy storage model for parametric effect analysis

APPLIED ENERGY

IF11

2021-03-01

PREAI

Xiao, Sinan; Praditia, Timothy; Oladyshkin, Sergey; Nowak, Wolfgang

Reliability analysis with stratified importance sampling based on adaptive Kriging

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2020-05-01

100

PREAI

Xiao, Sinan; Oladyshkin, Sergey; Nowak, Wolfgang

Estimation of small failure probabilities based on thermodynamic integration and parallel tempering

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2019-11-01

PREAI

Xiao, Sinan; Reuschen, Sebastian; Kose, Gozde; Oladyshkin, Sergey; Nowak, Wolfgang

Bayesian selection of hydro-morphodynamic models under computational time constraints

ADVANCES IN WATER RESOURCES

IF4.2

2018-07-01

PREAI

Mohammadi, Farid; Kopmann, Rebekka; Guthke, Anneli; Oladyshkin, Sergey; Nowak, Wolfgang

Incomplete statistical information limits the utility of high-order polynomial chaos expansions

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2018-01-01

PREAI

Oladyshkin, Sergey; Nowak, Wolfgang

Probabilistic Assessment of Above Zone Pressure Predictions at a Geologic Carbon Storage Site

SCIENTIFIC REPORTS

IF3.9

2016-12-20

OAAI

Namhata, Argha; Oladyshkin, Sergey; Dilmore, Robert M.; Zhang, Liwei; Nakles, David V.

Optimization of Medium-Deep Borehole Thermal Energy Storage Systems

ENERGY TECHNOLOGY

IF3.6

2015-11-10

PREAI

Schulte, Daniel Otto; Ruehaak, Wolfram; Oladyshkin, Sergey; Welsch, Bastian; Sass, Ingo

Application of the polynomial chaos expansion to approximate the homogenised response of the intervertebral disc

BIOMECHANICS AND MODELING IN MECHANOBIOLOGY

IF2.7

2014-02-20

PREAI

Karajan, N.; Otto, D.; Oladyshkin, S.; Ehlers, W.

Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2012-10-01

354

PREAI

Oladyshkin, S.; Nowak, W.

Global sensitivity analysis: A flexible and efficient framework with an example from stochastic hydrogeology

ADVANCES IN WATER RESOURCES

IF4.2

2012-03-01

PREAI

Oladyshkin, S.; de Barros, F. P. J.; Nowak, W.

A concept for data-driven uncertainty quantification and its application to carbon dioxide storage in geological formations

ADVANCES IN WATER RESOURCES

IF4.2

2011-11-01

PREAI

Oladyshkin, S.; Class, H.; Helmig, R.; Nowak, W.

研究方向