Wolfgang Nowak

university of stuttgart

H指数:46

被引数:8,090

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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

2026-08-300

OAAI

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

2026-05-080

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

2025-11-120

PRE

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

2025-11-010

PRE

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

2025-09-240

PRE

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

2025-09-180

PRE

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

JOURNAL OF CONTAMINANT HYDROLOGY

IF4.4

2025-01-010

PRE

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

2024-12-171

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

ACM TRANSACTIONS ON QUANTUM COMPUTING

IF6.8

2024-10-100

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

2024-10-011

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

GEOMORPHOLOGY

IF3.3

2024-06-013

OAAI

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

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-04-010

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

FIELD CROPS RESEARCH

IF6.4

2024-03-013

OAAI

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

2023-11-013

PRE

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

2023-09-012

OAAI

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

2023-09-0111

OAAI

Opportunities and challenges in CO2 geologic utilization and storage

ADVANCES IN GEO-ENERGY RESEARCH

IF10

2023-05-0514

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

AEROSPACE SCIENCE AND TECHNOLOGY

IF5.8

2022-11-0117

OAAI

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

APPLIED ENERGY

IF11

2022-11-0120

PRE

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

2022-04-011

PRE

Wolfgang Nowak

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