Andrei Gantimurov

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Adaptive search space scaling in self-adaptive genetic algorithms for high-dimensional global black-box optimization problems2026
• Soft-Prompted Semantic Normalization for Unsupervised Analysis of the Scientific Literature2026
• A review of applications of machine learning in quantum dots research2026
• A review of multimodal surrogate machine learning models for real-time control and defect mitigation in automated composite manufacturing2026
• Boosting-Based Machine Learning Applications in Polymer Science: A Review2025
• Support Vector Machines in Polymer Science: A Review2025
• Applications of Long Short-Term Memory (LSTM) Networks in Polymeric Sciences: A Review2024 · аннотациясвернуть

  This review explores the application of Long Short-Term Memory (LSTM) networks, a specialized type of recurrent neural network (RNN), in the field of polymeric sciences. LSTM networks have shown notable effectiveness in…

• Predicting Sustainable Crop Yields: Deep Learning and Explainable AI Tools2024 · аннотациясвернуть

  Optimizing agricultural productivity and promoting sustainability necessitates accurate predictions of crop yields to ensure food security. Various agricultural and climatic variables are included in the analysis,…