Daniel Straub

Daniel Straub

Technische Universität München

H-index: 51

Europe-Germany

About Daniel Straub

Daniel Straub, With an exceptional h-index of 51 and a recent h-index of 40 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Risk analysis, probabilistic modelling, engineering statistics, natural hazards, structural reliability.

His recent articles reflect a diverse array of research interests and contributions to the field:

Models and methods for probabilistic safety assessment of steel structures subject to fatigue

Development of methods of structural reliability

A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance

Interpretation of probability in structural safety–A philosophical conundrum

Adaptive Monte Carlo methods for estimating rare events in power grids

FORM-based global reliability sensitivity analysis of systems with multiple failure modes

Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems

Assessing the effects of long-term landscape evolution on the overburden of deep repository sites: application to northern Switzerland

Daniel Straub Information

University

Position

Engineering Risk Analysis Group

Citations(all)

9061

Citations(since 2020)

5471

Cited By

5460

hIndex(all)

51

hIndex(since 2020)

40

i10Index(all)

145

i10Index(since 2020)

112

Email

University Profile Page

Technische Universität München

Google Scholar

View Google Scholar Profile

Daniel Straub Skills & Research Interests

Risk analysis

probabilistic modelling

engineering statistics

natural hazards

structural reliability

Top articles of Daniel Straub

Title

Journal

Author(s)

Publication Date

Models and methods for probabilistic safety assessment of steel structures subject to fatigue

Structural Safety

Johan Maljaars

John Leander

Alain Nussbaumer

John Daalsgaard Sørensen

Daniel Straub

2024/2/2

Development of methods of structural reliability

Bruce Ellingwood

Marc Maes

F Michael Bartlett

Andre T Beck

Colin Caprani

...

2024/4/18

A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance

Reliability Engineering & System Safety

Antonios Kamariotis

Konstantinos Tatsis

Eleni Chatzi

Kai Goebel

Daniel Straub

2024/2/1

Interpretation of probability in structural safety–A philosophical conundrum

Structural Safety

Ton Vrouwenvelder

André Beck

Dirk Proske

Michael Faber

Jochen Köhler

...

2024/4/15

Adaptive Monte Carlo methods for estimating rare events in power grids

Authorea Preprints

Jianpeng Chan

Roger Paredes

Iason Papaioannou

Leonardo Duenas-Osorio

Daniel Straub

2024/1/29

FORM-based global reliability sensitivity analysis of systems with multiple failure modes

arXiv preprint arXiv:2403.12822

Iason Papaioannou

Daniel Straub

2024/3/19

Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems

arXiv preprint arXiv:2402.00021

Antonios Kamariotis

Eleni Chatzi

Daniel Straub

Nikolaos Dervilis

Kai Goebel

...

2024/1/4

Assessing the effects of long-term landscape evolution on the overburden of deep repository sites: application to northern Switzerland

Angela Landgraf

Michael Schnellmann

Kristin Vogel

Wolfgang Betz

Daniel Straub

...

2024/3/7

Variance-based reliability sensitivity with dependent inputs using failure samples

Structural Safety

Max Ehre

Iason Papaioannou

Daniel Straub

2024/1/1

Moving toward resilience and sustainability in the built environment

Structural Safety

Mauricio Sánchez-Silva

Paolo Gardoni

Dimitri V Val

David Y Yang

Dan M Frangopol

...

2024/2/15

An investigation of belief-free DRL and MCTS for inspection and maintenance planning

arXiv preprint arXiv:2312.14824

Daniel Koutas

Elizabeth Bismut

Daniel Straub

2023/12/22

Data-driven uncertainty reduction in geotechnical engineering: Optimal preloading of a road embankment

Dafydd Cotoarbă

Elizabeth Bismut

Johan Spross

Daniel Straub

2023

A framework for quantifying the value of vibration-based structural health monitoring

Mechanical systems and signal processing

Antonios Kamariotis

Eleni Chatzi

Daniel Straub

2023/2/1

Decision-related sensitivity analysis of a flood risk model assessing the benefit-cost ratio of a flood polder at the Bavarian Danube

EGU General Assembly Conference Abstracts

Mara Ruf

Amelie Hoffmann

Daniel Koutas

Daniel Straub

2023/5

POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance

arXiv preprint arXiv:2307.08082

Giacomo Arcieri

Cyprien Hoelzl

Oliver Schwery

Daniel Straub

Konstantinos G Papakonstantinou

...

2023/7/16

Risk-informed representative earthquake scenarios for Valparaíso and Viña del Mar, Chile

Natural Hazards and Earth System Sciences Discussions

Hugo Rosero-Velásquez

Mauricio Monsalve

Juan Camilo Gómez Zapata

Elisa Ferrario

Alan Poulos

...

2023/11/7

Investigation of Inspection and Maintenance Optimization with Deep Reinforcement Learning in Absence of Belief States

ICASP14-14th International Conference on Application of Statistics and Probability in Civil Engineering

Daniel Hettegger

Carmen Buliga

Florian Walter

Elizabeth Bismut

Daniel Straub

...

2023

Bayesian updating and marginal likelihood estimation by cross entropy based importance sampling

Journal of Computational Physics

Michael Engel

Oindrila Kanjilal

Iason Papaioannou

Daniel Straub

2023/1/15

Bayesian updating of reliability by cross entropy-based importance sampling

Structural Safety

Oindrila Kanjilal

Iason Papaioannou

Daniel Straub

2023/5/1

Optimal adaptive decision rules in geotechnical construction considering uncertainty

Géotechnique

Elizabeth Bismut

Dafydd Cotoarbă

Johan Spross

Daniel Straub

2023/7/10

See List of Professors in Daniel Straub University(Technische Universität München)

Co-Authors

H-index: 85
Armen Der Kiureghian

Armen Der Kiureghian

University of California, Berkeley

H-index: 49
John D Sørensen

John D Sørensen

Aalborg Universitet

H-index: 36
Dr. Michael Krautblatter

Dr. Michael Krautblatter

Technische Universität München

H-index: 30
Christoph Gehlen

Christoph Gehlen

Technische Universität München

H-index: 27
Iason Papaioannou

Iason Papaioannou

Technische Universität München

H-index: 22
Sebastian Thöns

Sebastian Thöns

Lunds Universitet

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