User profiles for Shinjae Yoo
Shinjae YooBrookhaven National Lab Verified email at bnl.gov Cited by 4506 |
[HTML][HTML] KBase: the United States department of energy systems biology knowledgebase
Although similar integrative tools exist (Supplementary Note 2), no other open platform
shares all KBase’s features, which include the following:(i) comprehensive support for data …
shares all KBase’s features, which include the following:(i) comprehensive support for data …
Mining social networks for personalized email prioritization
Email is one of the most prevalent communication tools today, and solving the email overload
problem is pressingly urgent. A good way to alleviate email overload is to automatically …
problem is pressingly urgent. A good way to alleviate email overload is to automatically …
[HTML][HTML] Federated quantum machine learning
Distributed training across several quantum computers could significantly improve the training
time and if we could share the learned model, not the data, it could potentially improve the …
time and if we could share the learned model, not the data, it could potentially improve the …
Supercomputer-based ensemble docking drug discovery pipeline with application to COVID-19
We present a supercomputer-driven pipeline for in silico drug discovery using enhanced
sampling molecular dynamics (MD) and ensemble docking. Ensemble docking makes use of …
sampling molecular dynamics (MD) and ensemble docking. Ensemble docking makes use of …
3D cloud detection and tracking system for solar forecast using multiple sky imagers
We propose a system for forecasting short-term solar irradiance based on multiple total sky
imagers (TSIs). The system utilizes a novel method of identifying and tracking clouds in three-…
imagers (TSIs). The system utilizes a novel method of identifying and tracking clouds in three-…
Third-generation sequencing and the future of genomics
Third-generation long-range DNA sequencing and mapping technologies are creating a
renaissance in high-quality genome sequencing. Unlike second-generation sequencing, which …
renaissance in high-quality genome sequencing. Unlike second-generation sequencing, which …
Quantum long short-term memory
Long short-term memory (LSTM) is a kind of recurrent neural networks (RNN) for sequence
and temporal dependency data modeling and its effectiveness has been extensively …
and temporal dependency data modeling and its effectiveness has been extensively …
Detector tomography on IBM quantum computers and mitigation of an imperfect measurement
We use quantum detector tomography to characterize the qubit readout in terms of
measurement positive operator-valued measures (POVMs) on IBM quantum computers IBM Q 5 …
measurement positive operator-valued measures (POVMs) on IBM quantum computers IBM Q 5 …
Quantum convolutional neural networks for high energy physics data analysis
This paper presents a quantum convolutional neural network (QCNN) for the classification
of high energy physics events. The proposed model is tested using a simulated dataset from …
of high energy physics events. The proposed model is tested using a simulated dataset from …
Uvcgan: Unet vision transformer cycle-consistent gan for unpaired image-to-image translation
Unpaired image-to-image translation has broad applications in art, design, and scientific
simulations. One early breakthrough was CycleGAN that emphasizes one-to-one mappings …
simulations. One early breakthrough was CycleGAN that emphasizes one-to-one mappings …
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