Author

Jan Horňas

Observed name: Horňas, Jan

Institution: Czech Aerospace Research Centre

Observed institutions: Czech Aerospace Research Centre, Czech Technical University in Prague

ORCID: 0000-0002-0657-369X

Observed ORCID: 0000-0002-0657-369X

OpenAlex ID: A5029734108

Modelling fatigue life prediction of additively manufactured Ti-6Al-4V samples using machine learning approach

2022 · Jan Horňas, Jiří Běhal, et al. · International Journal of Fatigue · 123

A machine learning based approach with an augmented dataset for fatigue life prediction of additively manufactured Ti-6Al-4V samples

2023 · Jan Horňas, Jiří Běhal, et al. · Engineering Fracture Mechanics · 41

Multivariate interpolation and machine learning models for extreme defects-based fatigue life prediction of Ti6Al4V specimens fabricated by SLM

2024 · Jan Horňas, Aleš Materna, et al. · Engineering Fracture Mechanics · 16

Linearization of Composite Material Damage Model Results and Its Impact on the Subsequent Stress–Strain Analysis

2022 · Jarmil Vlach, Radek Doubrava, et al. · Polymers · 12

Strain-Field Modifications in the Surroundings of Impact Damage of Carbon/Epoxy Laminate

2022 · Jarmil Vlach, Radek Doubrava, et al. · Polymers · 10

Impacted area description effect on strength of laminate determined by calculation

2022 · Jarmil Vlach, Jan Raška, et al. · Procedia Structural Integrity · 5

LambNet-T: A lightweight path-conditional transformer autoencoder for temperature-aware baseline learning in Lamb-wave SHM

2026 · Jan Horňas, Ondřej Vích, et al. · Ultrasonics · 3

Data for LambNet-T: A lightweight path-conditional transformer autoencoder for temperature-aware baseline learning in Lamb-wave SHM

2026 · Horňas, Jan · Mendeley Data

Data for Doctoral Thesis (J. HORŇAS): A Machine Learning Approach for Fatigue Life Prediction of Additively Manufactured Metal Parts

2026 · Horňas, Jan · Mendeley Data

A Machine Learning Approach for Fatigue Life Prediction of Additively Manufactured Metal Parts

2025 · Horňas, Jan · Czech Technical University Digital Library (Czech Technical University in Prague)

Numerical evaluations of strain field modification induced by production flaws in loaded composite structures

2021 · Jan Raška, Jarmil Vlach, et al. · MATEC Web of Conferences

Works count: 12

Citation count: 210

H-index: 5

I10-index: 5