A5068651625- Structural Analysis and Optimization
- Mechanical Behavior of Composites
- Hydrology and Sediment Transport Processes
- Remote Sensing and Land Use
- Dynamics and Control of Mechanical Systems
- Elasticity and Material Modeling
- Numerical methods in engineering
- Structural Analysis of Composite Materials
- Composite Material Mechanics
- Robotic Path Planning Algorithms
- Fungal Biology and Applications
- Elasticity and Wave Propagation
- Innovations in Concrete and Construction Materials
- Remote Sensing and LiDAR Applications
- Cardiovascular Health and Disease Prevention
- Advanced Image Fusion Techniques
- Advanced Image Processing Techniques
- Robotic Process Automation Applications
- Infrastructure Maintenance and Monitoring
- Composite Structure Analysis and Optimization
- Neural Networks and Applications
- Soil erosion and sediment transport
- Remote Sensing in Agriculture
- Scheduling and Optimization Algorithms
- Additive Manufacturing and 3D Printing Technologies
Kaunas University of Technology
2014-2024
This study explores integrating Haar wavelet decomposition techniques with convolutional neural networks for image classification on the MNIST dataset. The research demonstrates that without losing significant accuracy by applying 1-level, 2-level, and 3-level techniques, model can reduce dimensionality number of parameters required network model. During training, 1-level CNN results achieved optimal performance, demonstrating competitive computational efficiency compared to baseline...
Urban change detection is an important part of sustainable urban planning, regional development, and socio-economic analysis, especially in regions with limited access to economic demographic statistical data. The goal this research create a strategy that enables the extraction indicators from large-scale orthoimages different resolution practically acceptable accuracy after short training process. Remote sensing data can be used detect changes number buildings, forest areas, other landscape...
Purpose The purpose of this paper is to investigate the influence geometrical microstructure items obtained by applying a three-dimensional (3D) printing technology on their mechanical strength. Design/methodology/approach Three-dimensional printed (3DPI) are composite structures complex internal constitution. buildup finite element (FE) computational models 3DPI based multi-scale approach. At micro-scale, FE representative volume elements corresponding different additive layer heights and...
Abstract The socio-economic development of municipalities is defined by a set indicators in period interest and can be analyzed as multivariate time series. It important to know which have similar trends when recommendations for policy makers are provided or datasets real estate insurance price evaluations expanded. Usually, key derived from expert experience, however this publication implements statistical approach identify trends. Unsupervised machine learning was performed employing...
Automatic climate management enables us to reduce repetitive work and share knowledge of different experts. An artificial intelligence-based layer manage in white button mushroom growing hall was presented this article. It combines visual data, data collected by sensors, technologists’ actions taken the hall. The employs analysis methods (morphological analysis, Fourier convolutional neural networks) extract indicators, such as percentage mycelium coverage number pins size per area unit....
Parking lots have wide variety of shapes because surrounding environment and the objects inside parking lot, such as trees, manholes, etc. In case paving much area possible should be covered by construction vehicle to reduce need for manual workforce. Thus, coverage path planning (CPP) problem is formulated. The CPP a complex with constraints regarding various issues, dimensions data processing time resources. A strategy based on convolutional neural networks (CNNs) fast estimation CPP’s...
Abstract Real estate valuation uses 3 main approaches: income, cost and comparative. When applying the comparative method, correction coefficients based on similar real transactions are determined. In practice, objects usually determined by using qualitative approach valuators’ experience. The paper provides an analytical method for determination of coefficient, which limits subjectivity when valuation. provided also integrates macroeconomic indicators in calculation process. It addresses...
The previous economic crisis has increased the attention of government to focus their activities more on stability.The development subsidies requires an analytically based analysis, one which would identify problematic areas regional precisely.However, monitor market changes in a highly dynamic is time consuming and inefficient.Without proper monitoring, level competitiveness within regions might decrease long run.Thus, goal article establish framework trend monitoring system.To achieve this...
Satellite image generation has a wide range of applications. For example, parts images must be restored in areas obscured by clouds or cloud shadows that anonymized. The need to cover large area with the generated faces challenge separately maintain structural and color continuity between adjacent as well actual ones. This study presents modified architecture generative adversarial network (GAN) pix2pix ensures integrity remote sensing images. model comprises U-Net generator PatchGAN...
Hydromorphology of rivers assessed through direct measurements is a time-consuming and relatively expensive procedure. The rapid development unmanned aerial vehicles machine learning (ML) technologies enables the usage images to determine hydromorphological units (HMUs) automatically. application various indirect data sources their combinations for determination river HMUs from was main aim this research. Aerial with without Sobel filter, layer boulders identified using Yolov5x6, depth...
An approach for creating a reduced cost-effective dynamic finite element computational model of the missile impact upon woven textile target is presented. The patch developed in LS-DYNA environment, internal structure which was based on mathematical representation all contact interactions among yarns has been employed as reference model. equivalent membrane served computationally cheaper farther zones structure. They surround structure, immediate with missile. synthesis adjustment in-plane...