[HTML][HTML] Applications of Long Short-Term Memory (LSTM) Networks in Polymeric Sciences: A Review

I Malashin, V Tynchenko, A Gantimurov, V Nelyub… - …, 2024 - pmc.ncbi.nlm.nih.gov
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 …

A systematic review of isogeometric contact analysis and its applications

SK Das, SS Gautam - Archives of Computational Methods in Engineering, 2024 - Springer
The interaction across the contact interfaces has a wide range of applications in many
engineering and industrial processes. The development of computational methods for …

[HTML][HTML] Acoustic insulation optimization of walls and panels with functional graded hollow sections using graph transformer evaluator and probability-informed genetic …

H Wang, TH Nguyen, Z Lu, F Rhiana, D Fong… - Building and …, 2025 - Elsevier
Sound pollution from urbanization negatively impacts health and well-being, making
effective acoustic insulation in buildings. Partition walls made with Bidirectional Varied …

Deep adversarial learning models for distribution patterns of piezoelectric plate energy harvesting

MF Lumentut, CY Bai, YC Shu - International Journal of Mechanical …, 2025 - Elsevier
This paper presents a novel approach utilizing piezoelectric plate structures with random
electrode distribution patterns for energy harvesting applications across various vibration …