scholarly journals Energy levels of one-dimensional anharmonic oscillator via neural networks

2019 ◽  
Vol 34 (12) ◽  
pp. 1950088 ◽  
Author(s):  
Halil Mutuk
Keyword(s):  
Neural Network ◽  
Field Theory ◽  
Anharmonic Oscillator ◽  
Energy Levels ◽  
High Accuracy ◽  
Network System ◽  
Quantum Field ◽  
One Dimensional ◽  
Neural Network System ◽  
Good Agreement

In this work, we obtained energy levels of one-dimensional quartic anharmonic oscillator by using neural network system. Quartic anharmonic oscillator is a very important tool in quantum mechanics and also in the quantum field theory. Our results are in good agreement in high accuracy with the reference studies.

Method for predicting surgical complications

2021 ◽  
pp. 72-79
Author(s):  
Anatoly Solomakha Anatoly Solomakha ◽  
Vladimir Ivanovich Gorbachenko
Keyword(s):  
Neural Network ◽  
Surgical Complications ◽  
Lung Diseases ◽  
Network Models ◽  
High Accuracy ◽  
Network System ◽  
Neural Network Models ◽  
The Neural Network ◽  
Neural Network System ◽  
Accuracy Rates

he problem of predicting the risk of purulent-inflammatory complications after surgery in patients with purulent-destructive lung diseases is still unsolved. When analyzing a sample of 543 patients with purulent-destructive lung diseases in the Penza Regional Clinical Hospital, 45 (8.3 %) had purulent-inflammatory complications. The aim of the study is to create a neural network system for predicting the risk of surgical complications in patients with purulent-destructive lung diseases. As a result of this study, the technology of constructing neural network models for predicting complications in thoracic surgery was developed. In particular: methods of selection and transformation of features have been developed and the neural network system «Neuropredictor» has been developed, which has demonstrated high accuracy rates.

scholarly journals Novel artificial intelligent/neural network system for staging of nonalcoholic steatohepatitis

2021 ◽  
Author(s):  
Takeshi Okanoue ◽  
Toshihide Shima ◽  
Yasuhide Mitsumoto ◽  
Atsushi Umemura ◽  
Kanji Yamaguchi ◽  
...  
Keyword(s):  
Neural Network ◽  
Nonalcoholic Steatohepatitis ◽  
Network System ◽  
Artificial Intelligent ◽  
Neural Network System
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