Subject
- Biomedical Engineering 1
- Computer Science 1
- Interdisciplinary Research 1
- Life Sciences 1
- Molecular Pharmacology 1
Creator
- Baichuan Zhang 1
- Bartlomiej P. Rajwa 1
- Douglas R Schmitt, 0000-0001-6920-0658 1
- Koushiki Basu, 0009-0001-3257-6421 1
- Murat Dundar 1
- Nicholas Huls 1
- Oumeng Zhang, 0000-0003-3051-2325 1
- Qiang Kou 1
- Shan Lu 1
- Tonglei Li, 0000-0003-2491-0263 1
Type
- Dataset 3
Date
subject: Machine Learning subject: deep learning
Total is 3 Results
Simplicity of K-means versus deepness of Deep Learning. A Case of Unsupervised Feature Learning with Limited Data
10.4231/R7N58J9Z
Baichuan Zhang , Bartlomiej P. Rajwa , Murat Dundar , Qiang Kou , Yicheng He
10/01/2015
A study contrasting K-means-based unsupervised feature learning and deep learning techniques for small data sets with limited intra- as well as inter-class diversity
bacterial colonies BARDOT Biomedical Engineering Computer Science deep learning Elastic light scattering Interdisciplinary Research K-Means Clustering Life Sciences Machine Learning representation learning
A deep learning neural network to extract of P- and S-wave transit times from Vertical Seismic Profile (VSP)
10.4231/TT0F-KH40
Douglas R Schmitt
,
Oumeng Zhang
07/23/2024
This archive contains the training dataset and the Python code to train a deep learning neural net that aims to extract separately P and S wave arrival transit times from synthetic common shot gathers (CSG) in a deviated borehole geometry.
deep learning Machine Learning Machine Learning and Geophysical Signals seismic behavior
Deep Learning of CYP450 Binding of Small Molecules by Quantum Information
10.4231/SCF2-QJ02
Koushiki Basu
,
Nicholas Huls
,
Shan Lu
,
Tonglei Li
11/06/2024
We implemented the Manifold Embedding of Molecular Surface approach, which retains the quantum mechanical characteristics of molecules, to predict a drug's likelihood of binding to cytochrome P450 enzymes by deep learning.
deep learning Informatics Machine Learning Molecular Pharmacology
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