Evaluation of Linguistics Students’ Learning Outcomes in Peer Teaching Courses: The Effect of Altruistic and Egoistic Behaviors

Autor: Natalia Anosova, Aleksandra Dashkina, Aleksandra Kobicheva, Ekaterina Shostak, Dmitriy Tarkhov

Publikováno v: European Journal of Investigation in Health, Psychology and Education, Vol 13, Iss 11, Pp 2681-2696 (2023)

In the current study, we evaluated the students’ foreign language lexical and grammatical skills in the course based on the peer teaching methodology and analyzed the effect of their altruistic and egoistic behaviors on learning results. This exper

Externí odkaz: https://doaj.org/article/90fefff543ca452bac135c4c0605d2c5

Evolutionary PINN Learning Algorithms Inspired by Approximation to Pareto Front for Solving Ill-Posed Problems

Autor: Tatiana Lazovskaya, Dmitriy Tarkhov, Maria Chistyakova, Egor Razumov, Anna Sergeeva, Tatiana Shemyakina

Publikováno v: Computation, Vol 11, Iss 8, p 166 (2023)

The article presents the development of new physics-informed evolutionary neural network learning algorithms. These algorithms aim to address the challenges of ill-posed problems by constructing a population close to the Pareto front. The study focus

Externí odkaz: https://doaj.org/article/2bb6934726ed418285ceb81991938279

Constructing Physics-Informed Neural Networks with Architecture Based on Analytical Modification of Numerical Methods by Solving the Problem of Modelling Processes in a Chemical Reactor

Autor: Dmitriy Tarkhov, Tatiana Lazovskaya, Galina Malykhina

Publikováno v: Sensors, Vol 23, Iss 2, p 663 (2023)

A novel type of neural network with an architecture based on physics is proposed. The network structure builds on a body of analytical modifications of classical numerical methods. A feature of the constructed neural networks is defining parameters o

Externí odkaz: https://doaj.org/article/e7a582b96f8f43559aa121e6943da75c

Analysis of Predictive Capabilities of Adaptive Multilayer Models with Physics-Based Architecture for Duffing Oscillator

Autor: Tatiana Lazovskaya, Dmitriy Tarkhov, Darya Chernukha, Alexander Korchagin, Galina Malykhina

Publikováno v: Studies in Computational Intelligence ISBN: 9783031190315

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5146d9eeb3a4bb810c485a407179a49c
https://doi.org/10.1007/978-3-031-19032-2_54

The Deflection of Circle Membrane by the Action of a Cargo Located Asymmetrically Relatively to the Center

Autor: Natalya Koreykina, Mariya R. Bortkovskaya, Alyona Bondarchuck, Kozhanova Polina, Chernaya Ekaterina, Dmitriy Tarkhov, Tatyana T. Kaverzneva

Publikováno v: Advances in Neural Computation, Machine Learning, and Cognitive Research V ISBN: 9783030915803
Advances in Neural Computation, Machine Learning, and Cognitive Research V

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e401098295e196a92bc71544eb3d4ee7
https://doi.org/10.1007/978-3-030-91581-0_36