Wolfgang Nowak - Publications, H-index & Citations

Wolfgang Nowak

university of stuttgart

46H指数

359论文数

8.1K被引数

收录论文 75

发表时间

Real-Time Structural Health Assessment of a Cascade Dam Group Utilizing Monitoring Data and Ordered Entropy 利用监测数据和有序熵对梯级水库群进行实时结构健康评估

Structural Control & Health Monitoring

IF5.1

2026-08-30

OAAI

Jiayi Wang; Qiming Zhong; Wolfgang Nowak; Denghua Li; Hao Gu; Yibo Shan

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

A composite metric for evaluating system resilience with non-idealistic performance curves 用于评估系统韧性并考虑非理想性能曲线的综合指标

PLOS ONE

IF2.6

2025-11-12

PREAI

Yeligeti, Madhura; Gils, Hans Christian; Nowak, Wolfgang

Semi-Quantitative Direct-Push Data Can Improve Contaminant Delineation and Mass Discharge in Groundwater 半定量直接推送数据可以改善地下水污染物的界定和总质量排放量。

GROUNDWATER

IF2.2

2025-11-01

PREAI

Bollingtoft, Anton; Nowak, Wolfgang; Bjerg, Poul L.; Lilbaek, Gro; Christensen, Anders G.; Troldborg, Mads

HydroStartML: A combined machine learning and physics-based approach to reduce hydrological model spin-up time HydroStartML：一种结合机器学习和基于物理的方法以减少水文模型预热时间

Advances in Water Resources

IF4.2

2025-09-24

PREAI

Louisa Pawusch; Stefania Scheurer; Wolfgang Nowak; Reed Maxwell

Reliability sensitivity analysis with multiple failure domains based on an extended two-stage Markov chain Monte Carlo simulation 基于扩展的两阶段马尔可夫链蒙特卡罗模拟的多失效域可靠性灵敏度分析

Reliability Engineering & System Safety

IF11

2025-09-18

PREAI

Sinan Xiao; Wolfgang Nowak

Quantification of contaminant mass discharge and uncertainties: Method and challenges in application at contaminated sites

JOURNAL OF CONTAMINANT HYDROLOGY

IF4.4

2025-01-01

PREAI

Bollingtoft, A.; Bjerg, P. L.; Ronde, V.; Tuxen, N.; Nowak, W.; Troldborg, M.

Towards a community-wide effort for benchmarking in subsurface hydrological inversion: benchmarking cases, high-fidelity reference solutions, procedure, and first comparison

HYDROLOGY AND EARTH SYSTEM SCIENCES

IF5.8

2024-12-17

OAAI

Xu, Teng; Xiao, Sinan; Reuschen, Sebastian; Wildt, Nils; Franssen, Harrie-Jan Hendricks; Nowak, Wolfgang

Overdispersion in Gate Tomography: Experiments and Continuous, Two-Scale Random Walk Model on the Bloch Sphere

ACM TRANSACTIONS ON QUANTUM COMPUTING

IF6.8

2024-10-10

OAAI

Nowak, Wolfgang; Bruennette, Tim; Schalkers, Merel annelise; Moller, Matthias

Flexible copper: Exploring capacity-based energy demand flexibility in the industry 柔性铜: 探索行业基于产能的能源需求灵活性

ENERGY

IF9.4

2024-10-01

OAAI

Moreno-Leiva, Simon; Haas, Jannik; Nowak, Wolfgang; Kracht, Willy; Eltrop, Ludger; Breyer, Christian

Transfer learning achieves high recall for object classification in fluvial environments with limited data

GEOMORPHOLOGY

IF3.3

2024-06-01

OAAI

Schwindt, Sebastian; Meisinger, Lisa; Negreiros, Beatriz; Schneider, Tim; Nowak, Wolfgang

Failure probability estimation with failure samples: An extension of the two-stage Markov chain Monte Carlo simulation

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-04-01

OAAI

Xiao, Sinan; Nowak, Wolfgang

Within-season crop yield prediction by a multi-model ensemble with integrated data assimilation

FIELD CROPS RESEARCH

IF6.4

2024-03-01

OAAI

Zare, Hossein; Weber, Tobias K. D.; Ingwersen, Joachim; Nowak, Wolfgang; Gayler, Sebastian; Streck, Thilo

Comprehensive uncertainty analysis for surface water and groundwater projections under climate change based on a lumped geo-hydrological model 基于集总地质水文模型的气候变化下地表水和地下水综合不确定性分析

JOURNAL OF HYDROLOGY

IF6.3

2023-11-01

PREAI

Ejaz, Fahad; Guthke, Anneli; Wohling, Thomas; Nowak, Wolfgang

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

Reliability sensitivity analysis based on a two-stage Markov chain Monte Carlo simulation

AEROSPACE SCIENCE AND TECHNOLOGY

IF5.8

2022-11-01

OAAI

Xiao, Sinan; Nowak, Wolfgang

Exporting sunshine: Planning South America's electricity transition with green hydrogen

APPLIED ENERGY

IF11

2022-11-01

PREAI

Galvan, Antonio; Haas, Jannik; Moreno-Leiva, Simon; Osorio-Aravena, Juan Carlos; Nowak, Wolfgang; Palma-Benke, Rodrigo; Breyer, Christian

Optimization-based clustering of random fields for computationally efficient and goal-oriented uncertainty quantification: Concept and demonstration for delineation of wellhead protection areas in transient aquifers

ADVANCES IN WATER RESOURCES

IF4.2

2022-04-01

PREAI

Rodriguez-Pretelin, Abelardo; Nowak, Wolfgang; Morales-Casique, Eric

研究方向