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Machine learning models improve the prediction of groundwater depth in the Ningxia area of China

For the Ningxia area, located in the arid and semi-arid regions of China, groundwater is one of the most important sources of drinking water. However, there has been little research on the application of machine learning models in predicting groundwater in this area. ....

Jiarui Cai , Convolution Neural Network , Chinese Academy Of Sciences , Chinese Academy , Nanjing University , Information Science , Multi Head Attention , Long Short Term Memory , Gated Recurrent Unit , Oceanic Science , Oceanic Science Letters ,

Global Recognition of Literary Talents by Exceller Books

Global Recognition of Literary Talents by Exceller Books
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New Delhi , Suman Ghosh , Rohit Jaysing Bhor , Khushbu Mehta , Frederickw Sonpon , Jaanya Vijh , Katheyadhale Kavayathree , Jitavati Das , Bhavya Venkatesh , Aarya Sharma , Sulagna Mukhopadhyay , Andrea Gogri , Rajeev Kumar Dubey , Kumari Bharti , Maheshwara Shastri , Sheeraz Shah , Sridevik Jsharmirajan , Tenzing Rapgyal , Kalpana Agarwal , Shalini Chowdhary , Richu Karan Garg , Bishnujee Singh , Rohan Panwala , Vijay Tita , Nalin Rai , Geteilte Himmel ,

Business News | Global Recognition of Literary Talents by Exceller Books

Get latest articles and stories on Business at LatestLY. New Delhi [India], January 31: Exceller Books has introduced The International Excellence Award with the aim of acknowledging and honoring writers across diverse disciplines. These awards are bestowed upon writers in recognition of their noteworthy contributions to the realms of literature and academia. Within the Academic Reference/Textbook Writers category, accolades have been granted to four exceptional authors: Bhavya Venkatesh, the author of a children's book 'Big and Small'; Abhijit Debnath, who wrote 'Limit, Continuity & Differentiability'; Dr Vinayaka K.S, the author of Plant 'Morphology and Taxonomy', and Dr Rohit Jaysing Bhor, the writer of 'Advanced Novel Drug Medicinal Chemistry'. Business News | Global Recognition of Literary Talents by Exceller Books. ....

New Delhi , Bhavya Venkatesh , Amit Tiwari , Richu Karan Garg , Geteilte Himmel , Rohit Jaysing Bhor , Rohan Panwala , Sridevik Jsharmirajan , Aparna Joshi , Mottakinur Rahman , Frederickw Sonpon , Abhijit Debnath , Shalini Chowdhary , Sulagna Mukhopadhyay , Maheshwara Shastri , Jitavati Das , Aarya Sharma , Vijay Tita , Khushbu Mehta , Manish Rajesh Kadave , Rajeev Kumar Dubey , Kumari Bharti , Andrea Gogri , Kalpana Agarwal , Suman Ghosh , Sushant Madaan ,

"A time-series Wasserstein GAN method for state-of-charge estimation of" by Xinyu Gu, K. W. See et al.

Estimating the state-of-charge (SOC) of lithium-ion batteries is essential for maintaining secure and reliable battery operation while minimizing long-term service and maintenance expenses. In this work, we present a novel Time-Series Wasserstein Generative Adversarial Network (TS-WGAN) approach for SOC estimation of lithium-ion batteries, characterized by a well-designed data preprocessing process and a distinctive WGAN-GP architecture. In the data preprocessing stage, we employ the Pearson correlation coefficient (PCC) to identify strongly associated features and apply feature scaling techniques for data normalization. Moreover, we leverage polynomial regression to expand the original features and utilize principal component analysis (PCA) to reduce the computational load and retain essential information by projecting features into a lower-dimensional subspace. Within the WGAN-GP architecture, we originally devise a Transformer as the generator and a Convolution Neural Network (CNN) ....

Series Wasserstein Generative Adversarial Network , Convolution Neural Network , Convolutional Neural Network Cnn , Lithium Ion Battery , Tate Of Charge Soc , Time Series Forecasting , Asserstein Generative Adversarial Network With Gradient Penalty Wgan Gp ,

Engineer And YouTuber Provides Detailed Explanation On Why Samsung's Moon Shots Are Not Fake, Using Maths And Logic

An engineer with 12 years’ experience who is also a YouTuber explains in detail why Samsung’s moon shots are the real deal ....

Convolution Neural Network , Samsung Convolution Neural Network , Gaussian Blur , Convolution Neural ,