Lukas Novak

Brno University of Technology

Czech Republic

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Articles (11)

Year:

2024

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2024

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2023

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2023

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2022

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2021

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2021

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2021

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2021

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2020

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2020

Collaborators (4)

Miroslav Sýkora

CZECH REPUBLIC

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Michael D. Shields

UNITED STATES

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Václav Sadílek

Brno University of Technology

CZECH REPUBLIC

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Martin Lipowczan

Brno University of Technology

CZECH REPUBLIC

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Lukas Novak

Research Interests

Contact this professor

Articles (11)

Physics-constrained polynomial chaos expansion for scientific machine learning and uncertainty quantification

Nonlinear global design resistance: Case studies of post‐tensioned concrete bridges made of I‐73 and KA‐61 girders

Active learning-based domain adaptive localized polynomial chaos expansion

Comparison of advanced semi‐probabilistic methods for design and assessment of concrete structures

On distribution-based global sensitivity analysis by polynomial chaos expansion

Variance-based adaptive sequential sampling for Polynomial Chaos Expansion

Estimation of coefficient of variation for structural analysis: The correlation interval approach

Neural network ensemble-based sensitivity analysis in structural engineering: Comparison of selected methods and the influence of statistical correlation

Stochastic modelling and assessment of long-span precast prestressed concrete elements failing in shear

On Taylor Series Expansion for Statistical Moments of Functions of Correlated Random Variables

On taylor series expansion for statistical moments of functions of correlated random variables

Collaborators (4)

Miroslav Sýkora

Michael D. Shields

Václav Sadílek

Martin Lipowczan

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