A review of machine learning methods applied to structural dynamics and vibroacoustic
Abstract The use of Machine Learning (ML) has rapidly spread across several fields of
applied sciences, having encountered many applications in Structural Dynamics and …
applied sciences, having encountered many applications in Structural Dynamics and …
Research on the sound insulation performance of composite rubber reinforced with hollow glass microsphere based on acoustic finite element simulation
X Yang, S Tang, X Shen, W Peng - Polymers, 2023 - mdpi.com
The composite rubber reinforced with hollow glass microsphere (HGM) was a promising
composite material for noise reduction, and its sound insulation mechanism was studied …
composite material for noise reduction, and its sound insulation mechanism was studied …
A parametric physics-informed deep learning method for probabilistic design of thermal protection systems
R Zhang, N Xu, K Zhang, L Wang, G Lu - Energies, 2023 - mdpi.com
Precise and efficient calculations are necessary to accurately assess the effects of thermal
protection system (TPS) uncertainties on aerospacecrafts. This paper presents a …
protection system (TPS) uncertainties on aerospacecrafts. This paper presents a …
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network
KR Lyathakula, A Muhammad, S Cesmeci - ar** materials and structures …
Interpretable and physics-supported machine learning model for sound transmission loss analysis
Lately, there has been a growing interest in applying Machine Learning and Digital Twins for
the speed-up of acoustic simulations. However, the lack of interpretability and physics …
the speed-up of acoustic simulations. However, the lack of interpretability and physics …
An Automation Innovation of Gearbox Vehicle Control by Using Machine Learning Based Robotic Operation
There are many vehicle exchanges around the world are using the manual transmission and
automatic transmission are the most popular. At this time, many popular manufacturers have …
automatic transmission are the most popular. At this time, many popular manufacturers have …
[CITATA][C] Surrogate modeling of high-dimensional vibroacoustic problems using parametric model order reduction
HK Sreekumar - 2024 - … Universität Braunschweig, 2024