3 papers
cond-mat.dis-nn2025
Nonequilibrium Thermodynamics of Associative Memory Continuous-Time Recurrent Neural Networks
Miguel Aguilera, Daniele De Martino, Ivan Garashchuk +1
Continuous-Time Recurrent Neural Networks (CTRNNs) have been widely used for their capacity to model complex temporal behaviour. However, their internal dynamics often remain diffi…
math.DS2025
A mathematical model of CAR-T cell therapy in combination with chemotherapy for malignant gliomas
Dmitry Sinelshchikov, Juan Belmonte-Beitia, Matteo Italia
We study the dynamics and interactions between combined chemotherapy and chimeric antigen receptor (CAR-T) cells therapy and malignant gliomas (MG). MG is one of the most common pr…
math.DS2024
Scenarios for the appearance of strange attractors in a model of three interacting microbubble contrast agents
Ivan Garashchuk, Alexey Kazakov, Dmitry Sinelshchikov
We study nonlinear dynamics in a model of three interacting encapsulated gas bubbles in a liquid. The model is a system of three coupled nonlinear oscillators with an external peri…