Cargando…

Algorithm for Determining Time Series of Phase Transformations in the Solid State Using Long-Short-Term Memory Neural Network

In the numerical analysis of manufacturing processes of metal parts, many material properties depending on, for example, the temperature or stress state, must be taken into account. Often these data are dependent on the temperature changes over time. Strongly non-linear material property relationshi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wróbel, Joanna, Kulawik, Adam
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9181814/ https://www.ncbi.nlm.nih.gov/pubmed/35683091 http://dx.doi.org/10.3390/ma15113792

Ejemplares similares

Model of the Austenite Decomposition during Cooling of the Medium Carbon Steel Using LSTM Recurrent Neural Network
por: Kulawik, Adam, et al.
Publicado: (2021)

Prediction of the Superficial Heat Source Parameters for TIG Heating Process Using FEM and ANN Modeling
por: Wróbel, Joanna, et al.
Publicado: (2019)

The Problem of Selecting the Parameters of the Numerical Model of the Heating Process with a Point Heat Source and Its Experimental Verification
por: Sobiepański, Michał, et al.
Publicado: (2023)

Solid phase transformations
por: Čermák, J, et al.
Publicado: (2008)

Transformative neural representations support long-term episodic memory
por: Liu, Jing, et al.
Publicado: (2021)

A Graph Fourier Transform Based Bidirectional Long Short-Term Memory Neural Network for Electrophysiological Source Imaging
por: Jiao, Meng, et al.
Publicado: (2022)

FFT transformed quantitative EEG analysis of short term memory load
por: Singh, Yogesh, et al.
Publicado: (2015)

Solid phase transformations II
por: Čermák, J, et al.
Publicado: (2009)

Neural correlates of short-term memory in primate auditory cortex
por: Bigelow, James, et al.
Publicado: (2014)

Multiple neural states of representation in short-term memory? It’s a matter of attention
por: LaRocque, Joshua J., et al.
Publicado: (2014)

Holding Multiple Items in Short Term Memory: A Neural Mechanism
por: Rolls, Edmund T., et al.
Publicado: (2013)

Neural correlates of visual short-term memory for objects with material categories
por: Otsuka, Sachio, et al.
Publicado: (2019)

Artificial Neural Network Model with Astrocyte-Driven Short-Term Memory
por: Zimin, Ilya A., et al.
Publicado: (2023)

Solid Solutions of Lindbergite–Glushinskite Series: Synthesis, Ionic Substitutions, Phase Transformation and Crystal Morphology
por: Korneev, Anatolii V., et al.
Publicado: (2022)

Robust and Adaptive Online Time Series Prediction with Long Short-Term Memory
por: Yang, Haimin, et al.
Publicado: (2017)

Solid state phase transformation kinetics in Zr-base alloys
por: Massih, A. R., et al.
Publicado: (2021)

Extreme Point Sort Transformation Combined With a Long Short-Term Memory Network Algorithm for the Raman-Based Identification of Therapeutic Monoclonal Antibodies
por: Ling, Jin, et al.
Publicado: (2022)

Parallel solid-phase synthesis of diaryltriazoles
por: Wrobel, Matthias, et al.
Publicado: (2012)

Auditory Short-Term Memory Behaves Like Visual Short-Term Memory
por: Visscher, Kristina M, et al.
Publicado: (2007)

Trisecting representational states in short-term memory
por: Nee, Derek Evan, et al.
Publicado: (2013)

The Effects of Acute Exercise on Short- and Long-Term Memory: Considerations for the Timing of Exercise and Phases of Memory
por: Loprinzi, Paul D., et al.
Publicado: (2021)

Prediction of gait trajectories based on the Long Short Term Memory neural networks
por: Zaroug, Abdelrahman, et al.
Publicado: (2021)

Splice Junction Identification using Long Short-Term Memory Neural Networks
por: Regan, Kevin, et al.
Publicado: (2021)

Language Identification in Short Utterances Using Long Short-Term Memory (LSTM) Recurrent Neural Networks
por: Zazo, Ruben, et al.
Publicado: (2016)

Multimode Gesture Recognition Algorithm Based on Convolutional Long Short-Term Memory Network
por: Lu, Ming-Xing, et al.
Publicado: (2022)

Solid state transformations,
Publicado: (1966)

Time Series Multiple Channel Convolutional Neural Network with Attention-Based Long Short-Term Memory for Predicting Bearing Remaining Useful Life
por: Jiang, Jehn-Ruey, et al.
Publicado: (2019)

Short-Term Memory and Long-Term Memory are Still Different
por: Norris, Dennis
Publicado: (2017)

Comparative Analysis of the Implementation of Support Vector Machines and Long Short-Term Memory Artificial Neural Networks in Municipal Solid Waste Management Models in Megacities
por: Solano Meza, Johanna Karina, et al.
Publicado: (2023)

Selective Prediction With Long Short-term Memory Using Unit-Wise Batch Standardization for Time Series Health Data Sets: Algorithm Development and Validation
por: Nam, Borum, et al.
Publicado: (2022)

A Novel Method for Classifying Liver and Brain Tumors Using Convolutional Neural Networks, Discrete Wavelet Transform and Long Short-Term Memory Networks
por: Kutlu, Hüseyin, et al.
Publicado: (2019)

Common Neural Substrates for Ordinal Representation in Short-Term Memory, Numerical and Alphabetical Cognition
por: Attout, Lucie, et al.
Publicado: (2014)

Continuous Timescale Long-Short Term Memory Neural Network for Human Intent Understanding
por: Yu, Zhibin, et al.
Publicado: (2017)

Suspended sediment load prediction using long short-term memory neural network
por: AlDahoul, Nouar, et al.
Publicado: (2021)

Long short-term memory (LSTM) recurrent neural network for muscle activity detection
por: Ghislieri, Marco, et al.
Publicado: (2021)

Spatial Structure-Related Sensory Landmarks Recognition Based on Long Short-Term Memory Algorithm
por: Wang, Yikang, et al.
Publicado: (2021)

Sparrow Search Algorithm-Optimized Long Short-Term Memory Model for Stock Trend Prediction
por: Liu, Feiyang, et al.
Publicado: (2022)

Research on air quality prediction based on improved long short-term memory network algorithm
por: Huang, Wenchao, et al.
Publicado: (2022)

Empirical mode decomposition based long short-term memory neural network forecasting model for the short-term metro passenger flow
por: Chen, Quanchao, et al.
Publicado: (2019)

A Modeling Method for Thermal Error Prediction of CNC Machine Equipment Based on Sparrow Search Algorithm and Long Short-Term Memory Neural Network
por: Gao, Ying, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_fng00ocuu2cbcd5o065j06nj9q