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Resource
R Source Code for Fusarium DS 682 Fungal Isolate Proteogenomics Statistical Analysis

Fusarium sp. DS682 Proteogenomics Statistical Data Analysis of SFA dataset download: 10.25584/KSOmicsFspDS682/1766303. GitHub Repository Source: https://github.com/lmbramer/Fusarium-sp.-DS-682-Proteogenomics MaxQuant Export Files (txt) Trelliscope Boxplots (jsonp) Fusarium Report (.Rmd, html)...

Microbiome Science
Computational Mathematics & Statistics
Person
Dr Peiyuan Gao

Dr. Gao obtained her Ph.D degree in Chemistry from institute of chemistry, Chinese Academy of Science. His Ph.D research focused on multiscale modeling of morphology and properties of polymeric materials, polymer processing and unveiling the process–properties relationships. (atomic to coarse...

Data Analytics & Machine Learning
Dr Peiyuan Gao
Person
Sara JC Gosline
Sara Gosline received BA in Computer Science from Columbia University and spent two years working in software before returning to graduate school full time. She received her Masters and PhD in Computer Science from McGill University with a specialty in Bioinformatics and then moved to the...
Computational Research
Dataset
ProxyTSPRD Profiles

ProxyTSPRD profiles are collected using NVIDIA Nsight Systems version 2020.3.2.6-87e152c and capture computational patterns from training deep learning-based time-series proxy-applications on four different levels: models (Long short-term Memory and Convolutional Neural Network), DL frameworks...

Computing & Analytics
Data Analytics & Machine Learning
High-Performance Computing
Software
EyeSea
EyeSea software is available at https://github.com/pnnl/EyeSea
Computational Research
Underwater Image
Publication
Underwater fish detection using deep learning for water power applications
Clean energy from oceans and rivers is becoming a reality with the development of new technologies like tidal and instream turbines that generate electricity from naturally flowing water. These new technologies are being monitored for effects on fish and other wildlife using underwater video...
Computational Research
Dataset
EyeSea Underwater Video
The EyeSea underwater video dataset was assembled for developing algorithms for detecting fish in real world underwater video data. The data were recorded as part of environmental monitoring efforts at three different water power sites. The Ocean Renewable Power Company (ORPC) data were recorded in...
Computational Research
Project
EyeSea: Underwater Video Analysis
The EyeSea underwater video dataset was assembled for developing algorithms for detecting fish in real world underwater video data. The data were recorded as part of environmental monitoring efforts at three different water power sites.
Computational Research

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Project
Assessing and improving the numerical solution of atmospheric physics in E3SM

This project is an interdisciplinary collaboration supported by US DOE Office of Science's Scientific Discovery through Advanced Computing (SciDAC) program. The project addresses a crucial but largely overlooked source of error in the Energy Exascale Earth System Model (E3SM) and other atmosphere...

Computational Research

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    2
Publication
An objective and efficient method for assessing the impact of reduced-precision calculations on solution correctness

Recent studies have shown that reducing the precision of floating‐point calculations in an atmospheric model can improve the model's computational performance without affecting model fidelity, but code changes are needed to accommodate lower precision or to prevent undue round‐off error. For complex...

Computational Research