Jan Podroužek
Brno University of Technology
26 Papers
38 Citations
Jan Podroužek is an academic researcher from Brno University of Technology. The author has contributed to research in topics: Reliability (statistics) & Computer science. The author has an hindex of 6, co-authored 23 publications. Previous affiliations of Jan Podroužek include University of Natural Resources and Life Sciences, Vienna & Vienna University of Technology.
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Papers
Modeling of Chloride Concentration Effect on Reinforcement Corrosion
TL;DR: An approach for the assessment of the durability and reliability of RC structures under attack from chlorides is introduced and is applied to an illustrative example showing the feasibility of capturing the effect of chloride concentration on the steel corrosion rate and consequently on the Assessment of the service life and/or reliability of the structure.
Machine Learning-Based Pressure Ulcer Prediction in Modular Critical Care Data
TL;DR: This paper addresses both theoretical and practical aspects related to the application of six classification models to pressure ulcer prediction in modular critical care data, while utilizing one of the largest available Medical Information Mart for Intensive Care databases.
Machine Learning-Based Node Characterization for Smart Grid Demand Response Flexibility Assessment
Rostislav Krč,Martina Kratochvílová,Jan Podroužek,Tomáš Apeltauer,Václav Stupka,Tomáš Pitner +5 more
TL;DR: Artificial neural networks are considered for classification of historic demand data from several network substations and can be further utilized on a network level to mitigate the difficulties associated with identifying, implementing and actuating many small sources of energy flexibility, compared to the few large ones traditionally acknowledged.
18
Interface Behavior and Interface Tensile Strength of a Hardened Concrete Mixture with a Coarse Aggregate for Additive Manufacturing.
Arnošt Vespalec,Josef Novak,Alena Kohoutková,Petr Vosynek,Jan Podroužek,David Škaroupka,Tomáš Zikmund,J. Kaiser,David Paloušek +8 more
TL;DR: The observed results contribute to previous investigations in this field by demonstrating the causal relationships, namely, how the interface strength development is determined by time, deposition process, and pore size distribution.
17
Modelling of Chloride Transport in Concrete by Cellular Automata
Jan Podroužek,Břetislav Teplý +1 more
- 20 Aug 2008
TL;DR: In this article, cellular automata are used to simulate the diffusion process as a 2D task and applied to the degradation assessment of civil engineering structures describing more realistically the spatial and temporal variability of harmful substance ingress.