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Interactive Learning Tools for Scientific Computing and Data Analysis Using R
Tools | 29 Jul 2020 | Contributor(s):: Cindy Nguyen, Rei Sanchez-Arias
Root-finding methods and numerical optimization techniques with applications in science, engineering, and data analysis
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Data Analysis of Normal Data Sets in Engineering
Tools | 24 Jul 2020 | Contributor(s):: Joseph Joshua Williams, Nancy Ruzycki
Statistical and data analysis concepts in engineering
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Matlab Data Analysis Using Jupyter Notebooks
Tools | 24 Jul 2020 | Contributor(s):: Jon Nykiel, Anna Leichty, Zachary D McClure, Alejandro Strachan, Aileen Ryan, Adrian Nat Gentry, Amanda Johnston, Tamara Jo Moore, Allen Garner, Peter Bermel
Use Jupyter Notebooks with a Matlab kernel running in the background for data analysis and intro to engineering homework problems
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Parsimonious neural networks
Tools | 09 Jul 2020 | Contributor(s):: Saaketh Desai, Alejandro Strachan
Design and train neural networks in conjunction with genetic algorithms to discover equations directly from data
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Refractory Complex Concentrated Alloy Melting Point Calculation
Tools | 28 May 2020 | Contributor(s):: Zachary D McClure, Saaketh Desai, Alejandro Strachan
Calculate melting point of BCC-type high entropy alloys through phase coexistence method
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Test Tool for Neural Network Reactive Force Field for CHNO systems
Tools | 14 May 2020 | Contributor(s):: Pilsun Yoo, Saaketh Desai, Michael N Sakano, Peilin Liao, Alejandro Strachan
Run molecular dynamics and Do testing using the neural network reactive force field for HE materials
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PhysiBoSSa: cell fate decision in TNF Boolean model
Tools | 13 May 2020 | Contributor(s):: Gerard Pradas, Arnau Montagud, Miguel Ponce de Leon
PhysiBoSSa model of the cell fate decision in TNF Boolean model in a multicellular multiscale system
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XRD interactive trends plot
Tools | 11 May 2020 | Contributor(s):: Enze Chen
Observe changes in powder XRD spectra by modifying experimental parameters.
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PhysiBoSSa Simulation with ECM
Tools | 20 Apr 2020 | Contributor(s):: Marco Ruscone, Vincent Noel, Laurence Calzone, Gaelle Letort, Arnau Montagud
Agent based multicellular simulation with extracellular matrix interaction
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Unsupervised learning using dimensionality reduction via matrix decomposition
Tools | 14 Apr 2020 | Contributor(s):: Michael N Sakano, Alejandro Strachan
Learn PCA and NMF via chemistry example
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A virion infected-cell response tissue simulator
Tools | 13 Apr 2020 | Contributor(s):: Yafei Wang, Randy Heiland, Paul Macklin
Simulate infected cell response to virus with PhysiCell
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A virion replication tissue simulator
Tools | 13 Apr 2020 | Contributor(s):: Yafei Wang, Randy Heiland, Paul Macklin
Simulate virus replication dynamics with PhysiCell
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A virion endocytosis tissue simulator
Tools | 13 Apr 2020 | Contributor(s):: Yafei Wang, Randy Heiland, Paul Macklin
Simulate virus endocytosis (internalization), ACE2 receptor dynamics with PhysiCell
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Querying Data Repositories
Tools | 03 Apr 2020 | Contributor(s):: Zachary D McClure, Alejandro Strachan
Query database repositories using Python based APIs and tips for managing data
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Souffle: Virus Capsid Assembly Lab
Tools | 01 Apr 2020 | Contributor(s):: Nilsson, Lauren, JCS Kadupitiya, Vikram Jadhao
Simulate assembly of flexible capsomeres into virus capsids and oligomers
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PhysiCell model for COVID19
Tools | 26 Mar 2020 | Contributor(s):: Randy Heiland, Yafei Wang, Paul Macklin
Prototype 2-D multicellular simulation of COVID19.
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High Entropy Alloy Melting Point Calculation
Tools | 05 Mar 2020 | Contributor(s):: Zachary D McClure, Saaketh Desai, Alejandro Strachan
Calculate melting point of high entropy alloys through phase coexistence method
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FIFA 2010 visualization
Tools | 04 Mar 2020 | Contributor(s):: Rei Sanchez-Arias
Data visualization of players that participated in the FIFA 2010 tournament
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Mechanics Training App for PhysiCell
Tools | 14 Feb 2020 | Contributor(s):: Furkan Kurtoglu, Aneequa Sundus, Mishler, Daniel S, Randy Heiland, Paul Macklin
Training application for "Mechanics" concept in PhysiCell.
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PhysiCell model with SBML intracellular model
Tools | 10 Feb 2020 | Contributor(s):: Randy Heiland
Each cell will have its own intracellular (metabolic) model that will affect the microenvironment.