Description
Book SynopsisData Science and Machine Learning Techniques.- Forecasting of Wheat Yield using Machine Learning Techniques.- Research on the Use of the Convolutional Neural Network for Speech Impairment Detection.- Learning Perceptual Properties of 3D Shapes: A Brief Synopsis.- Application Surrogate Models to Study Stress State of Dispersion Strengthened Composite.- Deep Learning for Space Applications.- A Framework for Decision-Support in Landmine Surveying: Spatio Temporal Analysis of Land Cover Change Using Sentinel 2.- Pipeline for Automatic Segmentation of Epithelial Cells in Buccal Swabs Slides with Custom Cellpose Based Model.- Improving Short Utterance Dialogue Act Classification using a Transformer Ensemble.- Mathematical Foundations for Digital Technologies.- The Exploration of Elastic SH Waves and Their Second Harmonics in Anisotropic Waveguide in the Form of a Layer on a Halfspace.- Development of Computational Algorithm of Investigation Self Heating Processes in Elastomers.- Application of the Discrete Models of the Topologies on a Finite Set to the Enumeration and Calculation of All Labeled ?0 Topologies.- Crystal Structure Prediction, A Challenging and Fundamental Problem.- Parallel Methods for Composing Difference Approximations in Simulation Dynamic Processes.- Classification of Transformations of Equivalent Kernels of Some Determinantal Point Processes.- On the Computational Complexity of the Interval Dependence Problem in Credal Networks.- Homogenization as a Method for Modeling Processes in Photonic Crystals.- New Cellular Automata. Models, Algorithms, Applications and Anticipation Accounting.- The Maximum Cover for Passive Localisation.- Mathematical Formalisms for Relational (Table) Databases.- Digital Technologies and Applications.- Problems of Implementation of the Center for Parallel Simulation Technologies.- Application of Digital Twins for High-tech Enterprises and Infrastructure Objects in the Context of Digital Transformation.- Development and Implementation of Digital Transformation Tools in the Domain of Apparel Design.- Mathematical Learning Experiment Using Digital Technologies.- Mathpar Project: Cloud Mathematics, Supercomputer Runtime, and Educational Platform.- Two-step Singular Value Decomposition on a single GPU with CUDA.- New Evolutionary Methods for Solving Optimization Problems in the Digital Transformation Processes.- Algebraic Approach to Molecular Modelling and Its Application in Studies of the Effect of Radiation Therapy on Cancer Treatment.- Computer Design and 3D Printing of New Generation Multifractals.- Application of an Algebraic Approach to the Formalization of Complex Biochemical Processes at the Level of Quantum Interactions.
