Using multiple softwares for performing a simulation
Re: Using multiple softwares for performing a simulation
https://askubuntu.com/questions/500647/ ... hard-drive
The Programming Languages Beacon
Thermal conductivity of fluids with nanoparticles
1. Enhancing the thermal conductivity of fluids with nanoparticles
2. https://www.sciencedirect.com/science/a ... 7X99000673
3. https://www.sciencedirect.com/science/a ... 1009001069
4. https://www.crcpress.com/Heat-Transfer- ... 1138749481
5. https://pubs.acs.org/doi/abs/10.1021/ie403712f
6. https://engineering.purdue.edu/NanoLab/ ... ixture.pdf
7. https://www.sciencedirect.com/science/a ... 1114004542
8. https://www.sciencedirect.com/science/a ... 0217301431
9. PhD dissertation on nanoscale heat transfer process in nanostructures by Jihong Ma (2017)
Research works in Biology and Environment
1. https://cbd.vib.be/research/groups/
2.Finite element modeling on welding phenomena
3. https://eco.pusan.ac.kr/eco/index..do
4. https://wiki.aalto.fi/display/AEEproject/Smart-bike
The Programming Languages Beacon
Thermal conductivity of fluids with nanoparticles
1. Enhancing the thermal conductivity of fluids with nanoparticles
2. https://www.sciencedirect.com/science/a ... 7X99000673
3. https://www.sciencedirect.com/science/a ... 1009001069
4. https://www.crcpress.com/Heat-Transfer- ... 1138749481
5. https://pubs.acs.org/doi/abs/10.1021/ie403712f
6. https://engineering.purdue.edu/NanoLab/ ... ixture.pdf
7. https://www.sciencedirect.com/science/a ... 1114004542
8. https://www.sciencedirect.com/science/a ... 0217301431
9. PhD dissertation on nanoscale heat transfer process in nanostructures by Jihong Ma (2017)
Research works in Biology and Environment
1. https://cbd.vib.be/research/groups/
2.Finite element modeling on welding phenomena
3. https://eco.pusan.ac.kr/eco/index..do
4. https://wiki.aalto.fi/display/AEEproject/Smart-bike
Last edited by annier on 21 Sep 2018, 01:32, edited 2 times in total.
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
Crystallography general softwares available at github:
1. Advanced Simulation Library (ASL)
2. https://github.com/AvtechScientific/ASL ... mples/flow
3. Computational Crystallography Toolbox (cctbx)
4. https://github.com/cctbx/cctbx_project
5.https://en.wikipedia.org/wiki/OpenCL
6. https://askubuntu.com/questions/796770/ ... -on-ubuntu
Tutorials on Phase Field Method with Fluid Flow
1. http://www.lorentzcenter.nl/lc/web/2010 ... derson.pdf
2. https://link.springer.com/article/10.10 ... 009-3924-7
3. https://www.math.ust.hk/~mawang/researc ... -shiyi.pdf
4. https://www.sciencedirect.com/science/a ... via%3Dihub
5. https://math.nist.gov/~GMcFadden/solder.html
1. Advanced Simulation Library (ASL)
2. https://github.com/AvtechScientific/ASL ... mples/flow
3. Computational Crystallography Toolbox (cctbx)
4. https://github.com/cctbx/cctbx_project
5.https://en.wikipedia.org/wiki/OpenCL
6. https://askubuntu.com/questions/796770/ ... -on-ubuntu
Tutorials on Phase Field Method with Fluid Flow
1. http://www.lorentzcenter.nl/lc/web/2010 ... derson.pdf
2. https://link.springer.com/article/10.10 ... 009-3924-7
3. https://www.math.ust.hk/~mawang/researc ... -shiyi.pdf
4. https://www.sciencedirect.com/science/a ... via%3Dihub
5. https://math.nist.gov/~GMcFadden/solder.html
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
Wetting boundary conditions for Phase Field Models
1. https://onlinelibrary.wiley.com/doi/abs ... 2/fld.3975
2. https://link.springer.com/article/10.10 ... 015-9551-2
Additive Layer Manufacturing (ALM) of Aluminum
1. https://www.farinia.com/additive-manufa ... ufacturing
2. Y.S. Hwang's dissertation on multiphysics PFM for melting and superheating of Al nanolayer and nanoparticles
Solid Mechanics and Tensor Mechanics of Cu6Sn5 IMC
1. Stress analysis on intermetallics compounds S.F. Choudhary, 2016
2. https://www.sciencedirect.com/science/a ... via%3Dihub
3. https://link.springer.com/content/pdf/1 ... 0911-3.pdf
4. https://www.sciencedirect.com/science/a ... 5416300933
Conversion of bibliography from ris format to bibtex format
1. https://www.bruot.org/ris2bib/
Research group of Professor Ying Sun
Complex fluid and multiphase transport laboratory
Research works and scientific contributions from Professor Nestler's Laboratory and University
https://www.iam.kit.edu/cms/english/Ver ... hungen.php
Tensorlab and Matlab Works
1. https://www.tensorlab.net/
2. http://pajarito.materials.cmu.edu/rolle ... 4Feb16.pdf
3. http://mtex-toolbox.github.io/
4. http://prism.mit.edu/xray/documents/7%2 ... igures.pdf
5. https://groups.google.com/forum/?fromgr ... m/mtexmail
Bioinformatics
1. Software (Opensource) for bioinformatics (for leukemia treatment) developed primarily in INRIA
2. Bonsai project
3. Role of bioinformatics in fighting leukemia
4. https://cs.wmich.edu/elise/courses/cs60 ... ation3.pdf
5. https://www.novusbio.com/diseases/leukemia
6. http://neuron.mefst.hr/docs/katedre/fiz ... ology).pdf
Python language for data analysis
1. Analytics vidhya
Phase field modeling of welding and precipitation/dissolution
1. PFM of welding and numerical optimization
2. https://aip.scitation.org/doi/pdf/10.1063/1.2948949
http://pubs.rsc.org/en/Content/ArticleH ... c6ra28628c
https://www.sciencedirect.com/science/a ... 5495002359
Dissertation by Hai Fu
https://aip.scitation.org/doi/abs/10.1063/1.2102907
Basics of Ternary Phase Diagram
Research works on complex fluids & Multiphase transport laboratory
Parallel MD simualtions of oxidation dynamics and reactive wetting in metal/ceramic systems
Dissertation phase field model for surface energy driven processes by Klara Asp Gronhagen
Gantt Charts in Latex
1. http://www.martin-kumm.de/wiki/doku.php ... antt_plots
2. http://texdoc.net/texmf-dist/doc/latex/ ... fgantt.pdf
tutorials from stack-exchanges
1. https://tex.stackexchange.com/questions ... antt-chart
2. https://tex.stackexchange.com/questions ... -left-side
3. https://tex.stackexchange.com/questions ... chart?rq=1
4. https://tex.stackexchange.com/questions ... bar-labels
5. https://tex.stackexchange.com/questions ... recognised
latex template for KU Leuven presentation slides
Research Portal
1. Professor Nele Moelans
2. Dr. David Seveno
3. Dr. Muxing Guo
4. Professor Bart Blanpain
5. Professor Patrick Wollants
Latex templates for CV
1. https://www.quora.com/What-are-some-ele ... cademic-CV
2. http://www.tjansson.dk/2009/03/writing-a-cv-in-latex/
Aluminides in turbine blades
1. http://www.phase-trans.msm.cam.ac.uk/20 ... index.html
1. https://onlinelibrary.wiley.com/doi/abs ... 2/fld.3975
2. https://link.springer.com/article/10.10 ... 015-9551-2
Additive Layer Manufacturing (ALM) of Aluminum
1. https://www.farinia.com/additive-manufa ... ufacturing
2. Y.S. Hwang's dissertation on multiphysics PFM for melting and superheating of Al nanolayer and nanoparticles
Solid Mechanics and Tensor Mechanics of Cu6Sn5 IMC
1. Stress analysis on intermetallics compounds S.F. Choudhary, 2016
2. https://www.sciencedirect.com/science/a ... via%3Dihub
3. https://link.springer.com/content/pdf/1 ... 0911-3.pdf
4. https://www.sciencedirect.com/science/a ... 5416300933
Conversion of bibliography from ris format to bibtex format
1. https://www.bruot.org/ris2bib/
Research group of Professor Ying Sun
Complex fluid and multiphase transport laboratory
Research works and scientific contributions from Professor Nestler's Laboratory and University
https://www.iam.kit.edu/cms/english/Ver ... hungen.php
Tensorlab and Matlab Works
1. https://www.tensorlab.net/
2. http://pajarito.materials.cmu.edu/rolle ... 4Feb16.pdf
3. http://mtex-toolbox.github.io/
4. http://prism.mit.edu/xray/documents/7%2 ... igures.pdf
5. https://groups.google.com/forum/?fromgr ... m/mtexmail
Bioinformatics
1. Software (Opensource) for bioinformatics (for leukemia treatment) developed primarily in INRIA
2. Bonsai project
3. Role of bioinformatics in fighting leukemia
4. https://cs.wmich.edu/elise/courses/cs60 ... ation3.pdf
5. https://www.novusbio.com/diseases/leukemia
6. http://neuron.mefst.hr/docs/katedre/fiz ... ology).pdf
Python language for data analysis
1. Analytics vidhya
Phase field modeling of welding and precipitation/dissolution
1. PFM of welding and numerical optimization
2. https://aip.scitation.org/doi/pdf/10.1063/1.2948949
http://pubs.rsc.org/en/Content/ArticleH ... c6ra28628c
https://www.sciencedirect.com/science/a ... 5495002359
Dissertation by Hai Fu
https://aip.scitation.org/doi/abs/10.1063/1.2102907
Basics of Ternary Phase Diagram
Research works on complex fluids & Multiphase transport laboratory
Parallel MD simualtions of oxidation dynamics and reactive wetting in metal/ceramic systems
Dissertation phase field model for surface energy driven processes by Klara Asp Gronhagen
Gantt Charts in Latex
1. http://www.martin-kumm.de/wiki/doku.php ... antt_plots
2. http://texdoc.net/texmf-dist/doc/latex/ ... fgantt.pdf
tutorials from stack-exchanges
1. https://tex.stackexchange.com/questions ... antt-chart
2. https://tex.stackexchange.com/questions ... -left-side
3. https://tex.stackexchange.com/questions ... chart?rq=1
4. https://tex.stackexchange.com/questions ... bar-labels
5. https://tex.stackexchange.com/questions ... recognised
latex template for KU Leuven presentation slides
Research Portal
1. Professor Nele Moelans
2. Dr. David Seveno
3. Dr. Muxing Guo
4. Professor Bart Blanpain
5. Professor Patrick Wollants
Latex templates for CV
1. https://www.quora.com/What-are-some-ele ... cademic-CV
2. http://www.tjansson.dk/2009/03/writing-a-cv-in-latex/
Aluminides in turbine blades
1. http://www.phase-trans.msm.cam.ac.uk/20 ... index.html
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
Notes on non-linearity of Navier-Stokes equations:
1. Reynold's number and turbulence
2. https://math.unice.fr/~musacchi/tesi/node5.html
Multiphysics simulations of hotspot cooling:
1. https://www.comsol.com/paper/download/2 ... _paper.pdf
2. http://forum.notebookreview.com/threads ... ks.800890/
3. https://link.springer.com/content/pdf/1 ... 060049.pdf
4. https://pubs.acs.org/doi/abs/10.1021/acsami.5b10769
Langevin Noise
1.documentation on langevin noise
2. Langevin noise for electrodeposits
3. Discussion on langevin noise
4. Kernel for Langevin noise
5. Discrete nucleation theory description
6. More discussion on steps 2
1. Reynold's number and turbulence
2. https://math.unice.fr/~musacchi/tesi/node5.html
Multiphysics simulations of hotspot cooling:
1. https://www.comsol.com/paper/download/2 ... _paper.pdf
2. http://forum.notebookreview.com/threads ... ks.800890/
3. https://link.springer.com/content/pdf/1 ... 060049.pdf
4. https://pubs.acs.org/doi/abs/10.1021/acsami.5b10769
Langevin Noise
1.documentation on langevin noise
2. Langevin noise for electrodeposits
3. Discussion on langevin noise
4. Kernel for Langevin noise
5. Discrete nucleation theory description
6. More discussion on steps 2
Last edited by annier on 20 Sep 2018, 05:19, edited 6 times in total.
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
Windows subsystem for linux (WSL)
1. Installation of VcXsrv followed by installation of nautilus and grsync
2. Transfer of files from Windows to Ubuntu , and vice-versa
a. Windows to Ubuntu file transfers
Reference: https://stackoverflow.com/questions/425 ... -subsystem
b. Ubuntu to Windows file transfers
Reference: https://superuser.com/questions/1110974 ... ows-10-wsl
3. Conda environment and python versions
Reference: https://conda.io/docs/user-guide/tasks/ ... ython.html
and,
https://www.digitalocean.com/community/ ... quickstart
If conda is installed with python3, then conda environment for python 2.7 can be utilized via:
For activation of python2 environment
For deactivating the active environment
Notes: For newer versions of Anaconda,
If your shell is Bash or a Bourne variant, enable conda for the current user with
or, for all users, enable conda with
The above options replace the following task:
4. Alias of paraFoam as builtin in Ubuntu (WSL)
https://www.cfd-online.com/Forums/openf ... linux.html
1. Installation of VcXsrv followed by installation of nautilus and grsync
Code: Select all
$ sudo apt install nautilus && sudo apt install grsync
a. Windows to Ubuntu file transfers
Reference: https://stackoverflow.com/questions/425 ... -subsystem
Code: Select all
$ cd /mnt/c/Users/<ubuntu.username>/Pictures
Reference: https://superuser.com/questions/1110974 ... ows-10-wsl
Code: Select all
C:\Users\<ubuntu.username>\AppData\Local\lxss
Reference: https://conda.io/docs/user-guide/tasks/ ... ython.html
and,
https://www.digitalocean.com/community/ ... quickstart
If conda is installed with python3, then conda environment for python 2.7 can be utilized via:
Code: Select all
$ conda create -n py27 python=2.7 anaconda
Code: Select all
$ source activate py27
Code: Select all
(py27) ...$ source deactivate
If your shell is Bash or a Bourne variant, enable conda for the current user with
Code: Select all
$ echo ". /home/romagurung/anaconda3/etc/profile.d/conda.sh" >> ~/.bashrc
Code: Select all
$ sudo ln -s /home/romagurung/anaconda3/etc/profile.d/conda.sh /etc/profile.d/conda.sh
Code: Select all
$ echo "export PATH="/home/romagurung/anaconda3/bin:$PATH" " >> ~/.bashrc
4. Alias of paraFoam as builtin in Ubuntu (WSL)
https://www.cfd-online.com/Forums/openf ... linux.html
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
Tutorials on using github repository
1. on git username and emails
2. https://stackoverflow.com/questions/847 ... cked-files
3. https://confluence.atlassian.com/bitbuc ... 20876.html
4. beginners tutorial
5. http://www.mooseframework.org/old/create-an-app/
6. How to get the local files from online repository when they are deleted locally ($ git checkout -f HEAD)
Website of crossref for finding data of research works
1. https://search.crossref.org/
Computing Jacobian Matrix of Finite Element
1.0 https://scicomp.stackexchange.com/quest ... te-element
Lattice Boltzmann Method in Fluid Mechanics
1. https://pypi.org/project/pyLBM/0.2.1/
2. pyLBM software
3. http://www.palabos.org/forum/read.php?9,5783
4. http://wiki.palabos.org/numerics:codes
5. https://scicomp.stackexchange.com/quest ... nn-solvers
6. https://www.sciencedirect.com/science/a ... 5517301017
1. on git username and emails
2. https://stackoverflow.com/questions/847 ... cked-files
3. https://confluence.atlassian.com/bitbuc ... 20876.html
4. beginners tutorial
5. http://www.mooseframework.org/old/create-an-app/
6. How to get the local files from online repository when they are deleted locally ($ git checkout -f HEAD)
Website of crossref for finding data of research works
1. https://search.crossref.org/
Computing Jacobian Matrix of Finite Element
1.0 https://scicomp.stackexchange.com/quest ... te-element
Lattice Boltzmann Method in Fluid Mechanics
1. https://pypi.org/project/pyLBM/0.2.1/
2. pyLBM software
3. http://www.palabos.org/forum/read.php?9,5783
4. http://wiki.palabos.org/numerics:codes
5. https://scicomp.stackexchange.com/quest ... nn-solvers
6. https://www.sciencedirect.com/science/a ... 5517301017
Last edited by annier on 09 Oct 2019, 18:56, edited 1 time in total.
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
PRISMS-PF software
1. An opensource framework for PFM
2. Opensource finite element library
3. https://prisms-center.github.io/phaseFi ... ereqs.html
4. https://github.com/prisms-center/phaseField
5. http://www.prisms-center.org/#/ctools/software
6. Installation of cmake in ubuntu
7. docker for software installations
8. https://groups.google.com/forum/#!topic ... l7uZ1Exw5o
Software installation guide in HPC cluster
1. general method
Research Profiles
1. Professor Qing Peng and his research works
Research group on rechargeable Li ion battery
1. https://cmtl.uic.edu/research4.html
Language and literature arts
1. dutch grammar in forum word reference
2. dutch grammar noun and articles
HPC introduction
1. https://hpcc.usc.edu/gettingstarted/
2. https://lammps.sandia.gov/workshops/Aug17/pdf/moore.pdf
3. http://www.afs.enea.it/software/lammps/ ... ml#start_6
4. https://linuxcluster.wordpress.com/2016 ... i-and-gnu/
Machine Learning some useful concepts
1. https://stackoverflow.com/questions/185 ... ation-gain
2. https://en.wikipedia.org/wiki/Truth_table
3. https://medium.com/swlh/shannon-entropy ... aee2709e32
4. https://en.wikipedia.org/wiki/List_of_logic_symbols
5. http://www.math.unipd.it/~aiolli/corsi/ ... /Lez12.pdf
6. https://www3.nd.edu/~rjohns15/cse40647. ... es%202.pdf
7. https://en.wikipedia.org/wiki/Information_gain_ratio
8. https://developers.google.com/machine-l ... oc-and-auc
9. https://www.medcalc.org/manual/roc-curves.php
10. https://medium.com/datadriveninvestor/u ... 706fb710cb
11. https://docs.eyesopen.com/toolkits/cook ... g/roc.html
12. http://gim.unmc.edu/dxtests/roc2.htm
13. Lecture slides on inductive logic programming (ILP)
14. Leture slides in ILP
15.Neural networks and backpropagation
Grand potential
1. Phase diagram
Machine Learning
1. Convex hull for ROC curves
2. Probability approximately correct (PAC) learning
3. Interactive tutorials on numerical optimization by Ben Frederickson
4. Lecture notes on loss functions and numerical optimization
ThermoCALC and computational thermodynamics
1. Thermodynamic description of Cu-Bi system
2. Thermodynamic description of Cu-Sn system
3. Presentation on DICTRA software
4. Documentation on ThermoCALC software
5. Princples and methods on elementary phase diagrams
6. Notes on thermodynqmic modeling and calphad
7. Introduction to CALPHAD method and CEF (Compound Energy Formalism)
8. CALPHAD method and its roles in materials model and process developments (U.R. Kattner)
9. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4912057/
10. Thermodynamic description of Ni-Al-O system
11. Thermodynamics of Ni-Al-O by Elrefaie1981
12. Oxidation of Ni-Cr-Al study by Mueller2007
13. NIST repository for thermodynamic database
14. Thermodynamic description of reactive kinetics in Ni-Al nanolayers
15. Lecture on thermodynamics and statistical mechanics
16. Research profile of Professor Olga Fabrichnaya
17. Yue Li's work on computational thermodynamics
18. Composition of co-existing phases and common-tangent
19. TEA and calculation of thermochemical equilibrium advances
20. Gibbs free energy of multiphase mixtures at equilibrium
21. Common tangent function in python
22. Common tangent construction using MATLAB
23. Using markers during using plot command in MATLAB
The plot command is used for general plot , whereas fplot (and, ezplot) commands are used for plotting functions using symbolic expressions.
pdf to word converter and other tools
1. https://pdf2doc.com/
2. https://www.duplichecker.com/
Fluid flow in electrochemical systems
1. Dissertation in 2012 by G. Bauer
2. Poster on coupled fluid flow and electrochemistry by Bauer et al, 2009
https://www.desmos.com/calculator
Opensource Softwares for Renewable Energy Systems
1 .https://sam.nrel.gov/
2. https://openmod-initiative.org/
3. Questions and reply at research gate
mechanoChem project
Thermo-Calc and thermodynamic database
1. Kyle Deane's masteral dissertation
2. Introduction for thermodynamic modeling
3. https://sites.ualberta.ca/~ccwj/teachin ... hermocalc/
4. http://www.dema.ufscar.br/wjbotta/posgr ... amples.pdf
5. http://www.crct.polymtl.ca/thermo_databases.html
6. http://www.materials.ucsb.edu/~nsf/pape ... Al-PRB.pdf
7. T.R. Elliot 2012 Dissertation on gibbs energy modeling for binary and ternary systems
8. chemical potential of a species i as the partial molar gibbs free energy of i
pycalphad and related database
1. Marker2017-Dissertation
2. Discussions on chemical potential with pycalphad
Polynomial Fitting of CALPHAD expressions
1. parabolic fitting in dissertation of A.N. Choudhury 2012
2. least square method and fsolve method to find common tangent of curves
Finite element method in electrochemistry
1. Relation betweed diffusivity and chemical potential
2. Relation between mobility and diffusivity
3. Nernst-Planck Equation
4. Elmer wiki page for Nernst Planck equation
Dielectric properties of biological tissues
1. compilation of dielectric properties by Gabriel and Gabriel
2. Calculator of dielectric properties at several frequencies
Thermodynamic database and CALPHAD literature
1. The fundamentals of thermodynamic database
2. Thermodynamic description of ternary Sn Ag Cu system
a. Sn, Ag and Cu phase can be considered as regular solutions.
b. Ag3Sn treated as line compounds
c. Cu3Sn and Cu6Sn5 treated as stoichiometric compounds.
Reference: Doi et al, Materials Transactions, 45 (2004)
Phase Diagrams and Gibbs Free Energy in Metallurgy
1. Beginner's tutorial in phase diagram and gibbs free energy
Python Tutorials
Kitchin's work in python for computational science and engineering
basic tutorials in using conda environment
https://realpython.com/python3-object-o ... ogramming/
Neural Network literatures \Neural network with autograd
1. http://kitchingroup.cheme.cmu.edu/blog/ ... /python/3/
2. http://neuralnetworksanddeeplearning.com/chap4.html
3. https://www.analyticsvidhya.com/blog/20 ... -learning/
4. https://skymind.ai/wiki/neural-network
5. neural network with numpy
6. https://www.kdnuggets.com/2018/10/simpl ... ython.html
7. https://towardsdatascience.com/how-to-b ... 998a08e4f6
8. neural network in eleven lines of python
9. https://www.programiz.com/python-programming/array
10. Samay's tutorial on neural network and machine learning
11. Terms and definitions in neural network
12. Mukul's tutorial on neural networks
13. Supervised learning and activation functions f(z) for neural networks
14. works of Alex Krizhevsky
15. Neural networks in python
16. a good tutorial for neural networks in python
17. Definition of bias in neural networks
18. zip() function in python
19. zip and unzip in python
20. a simple neural network tutorial in tensorflow
21. Install scikit tool in anaconda environment
22. Alan Turing's work on artificial neural network
23. Efficient BackPropagation
24. Data normalization and standardisation methods or procedures in neural networks
25. Illustration of neural network with backpropagation
26. Implementation of back propagation in neural networks
27. Cost function and gradient descent method in machine learning
28. a Tensors and machine learning
b. Implementation of backpropagation algorithm i n machine learning using python
29. Creating a neural network with python
30. Bias and variance in neural network calculation
31. The bias variables in neural networks - illustration
32. Mathematical optimization using scipy
Pandas and SEACAS for reading data
33. Multiple rows and columns selection using Pandas
34. seacas software
35. pandas documentation
36. https://medium.com/dunder-data/selectin ... cd0170be9c
37. https://www.geeksforgeeks.org/how-to-se ... dataframe/
38. Boolean commands for panda
39. Documentation of Panda for Boolean indexing
40. https://medium.com/dunder-data/selectin ... e811c81a0c
41. https://www.geeksforgeeks.org/boolean-i ... in-pandas/
42. https://pandas.pydata.org/pandas-docs/s ... o_csv.html
43. Neural network with structured datasets
Concepts of dropout technique in neural networks
44. https://iamtrask.github.io/2015/07/28/dropout/
45. http://iamtrask.github.io/2015/07/27/py ... ork-part2/
46. https://www.python-course.eu/neural_net ... ropout.php
47. https://visualstudiomagazine.com/articl ... opout.aspx
48. https://wiseodd.github.io/techblog/2016/06/25/dropout/
Neural networks in melanoma research
49. Using neural networks in classification of lesions
50. Derivative of ReLU function
Mean Square Error (MSE) in Neural Networks
1. Definition of MSE in feedforward neural network with backward propagation
2. Illustration of figure for MSE in neural network
3. http://neuralnetworksanddeeplearning.com/chap2.html
4. Tutorial on multilayer feed-forward neural networks
5. Improving the performance of neural network
Video Splitter in Linux
1. https://itsfoss.com/best-video-editing-software-linux/
2. https://jliljebl.github.io/flowblade/webhelp/help.html
3. https://itsfoss.com/losslesscut-video-cutter/
4. https://itsfoss.com/vidcutter-video-editor-linux/
Crystal Plasticity in MOOSE Framework
Bachelor's Thesis by Viktor Hultgren 2018
1. An opensource framework for PFM
2. Opensource finite element library
3. https://prisms-center.github.io/phaseFi ... ereqs.html
4. https://github.com/prisms-center/phaseField
5. http://www.prisms-center.org/#/ctools/software
6. Installation of cmake in ubuntu
7. docker for software installations
8. https://groups.google.com/forum/#!topic ... l7uZ1Exw5o
Software installation guide in HPC cluster
1. general method
Research Profiles
1. Professor Qing Peng and his research works
Research group on rechargeable Li ion battery
1. https://cmtl.uic.edu/research4.html
Language and literature arts
1. dutch grammar in forum word reference
2. dutch grammar noun and articles
HPC introduction
1. https://hpcc.usc.edu/gettingstarted/
2. https://lammps.sandia.gov/workshops/Aug17/pdf/moore.pdf
3. http://www.afs.enea.it/software/lammps/ ... ml#start_6
4. https://linuxcluster.wordpress.com/2016 ... i-and-gnu/
Machine Learning some useful concepts
1. https://stackoverflow.com/questions/185 ... ation-gain
2. https://en.wikipedia.org/wiki/Truth_table
3. https://medium.com/swlh/shannon-entropy ... aee2709e32
4. https://en.wikipedia.org/wiki/List_of_logic_symbols
5. http://www.math.unipd.it/~aiolli/corsi/ ... /Lez12.pdf
6. https://www3.nd.edu/~rjohns15/cse40647. ... es%202.pdf
7. https://en.wikipedia.org/wiki/Information_gain_ratio
8. https://developers.google.com/machine-l ... oc-and-auc
9. https://www.medcalc.org/manual/roc-curves.php
10. https://medium.com/datadriveninvestor/u ... 706fb710cb
11. https://docs.eyesopen.com/toolkits/cook ... g/roc.html
12. http://gim.unmc.edu/dxtests/roc2.htm
13. Lecture slides on inductive logic programming (ILP)
14. Leture slides in ILP
15.Neural networks and backpropagation
Grand potential
1. Phase diagram
Machine Learning
1. Convex hull for ROC curves
2. Probability approximately correct (PAC) learning
3. Interactive tutorials on numerical optimization by Ben Frederickson
4. Lecture notes on loss functions and numerical optimization
ThermoCALC and computational thermodynamics
1. Thermodynamic description of Cu-Bi system
2. Thermodynamic description of Cu-Sn system
3. Presentation on DICTRA software
4. Documentation on ThermoCALC software
5. Princples and methods on elementary phase diagrams
6. Notes on thermodynqmic modeling and calphad
7. Introduction to CALPHAD method and CEF (Compound Energy Formalism)
8. CALPHAD method and its roles in materials model and process developments (U.R. Kattner)
9. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4912057/
10. Thermodynamic description of Ni-Al-O system
11. Thermodynamics of Ni-Al-O by Elrefaie1981
12. Oxidation of Ni-Cr-Al study by Mueller2007
13. NIST repository for thermodynamic database
14. Thermodynamic description of reactive kinetics in Ni-Al nanolayers
15. Lecture on thermodynamics and statistical mechanics
16. Research profile of Professor Olga Fabrichnaya
17. Yue Li's work on computational thermodynamics
18. Composition of co-existing phases and common-tangent
19. TEA and calculation of thermochemical equilibrium advances
20. Gibbs free energy of multiphase mixtures at equilibrium
21. Common tangent function in python
22. Common tangent construction using MATLAB
23. Using markers during using plot command in MATLAB
The plot command is used for general plot , whereas fplot (and, ezplot) commands are used for plotting functions using symbolic expressions.
pdf to word converter and other tools
1. https://pdf2doc.com/
2. https://www.duplichecker.com/
Fluid flow in electrochemical systems
1. Dissertation in 2012 by G. Bauer
2. Poster on coupled fluid flow and electrochemistry by Bauer et al, 2009
https://www.desmos.com/calculator
Opensource Softwares for Renewable Energy Systems
1 .https://sam.nrel.gov/
2. https://openmod-initiative.org/
3. Questions and reply at research gate
mechanoChem project
Thermo-Calc and thermodynamic database
1. Kyle Deane's masteral dissertation
2. Introduction for thermodynamic modeling
3. https://sites.ualberta.ca/~ccwj/teachin ... hermocalc/
4. http://www.dema.ufscar.br/wjbotta/posgr ... amples.pdf
5. http://www.crct.polymtl.ca/thermo_databases.html
6. http://www.materials.ucsb.edu/~nsf/pape ... Al-PRB.pdf
7. T.R. Elliot 2012 Dissertation on gibbs energy modeling for binary and ternary systems
8. chemical potential of a species i as the partial molar gibbs free energy of i
pycalphad and related database
1. Marker2017-Dissertation
2. Discussions on chemical potential with pycalphad
Polynomial Fitting of CALPHAD expressions
1. parabolic fitting in dissertation of A.N. Choudhury 2012
2. least square method and fsolve method to find common tangent of curves
Finite element method in electrochemistry
1. Relation betweed diffusivity and chemical potential
2. Relation between mobility and diffusivity
3. Nernst-Planck Equation
4. Elmer wiki page for Nernst Planck equation
Dielectric properties of biological tissues
1. compilation of dielectric properties by Gabriel and Gabriel
2. Calculator of dielectric properties at several frequencies
Thermodynamic database and CALPHAD literature
1. The fundamentals of thermodynamic database
2. Thermodynamic description of ternary Sn Ag Cu system
a. Sn, Ag and Cu phase can be considered as regular solutions.
b. Ag3Sn treated as line compounds
c. Cu3Sn and Cu6Sn5 treated as stoichiometric compounds.
Reference: Doi et al, Materials Transactions, 45 (2004)
Phase Diagrams and Gibbs Free Energy in Metallurgy
1. Beginner's tutorial in phase diagram and gibbs free energy
Python Tutorials
Kitchin's work in python for computational science and engineering
basic tutorials in using conda environment
https://realpython.com/python3-object-o ... ogramming/
Neural Network literatures \Neural network with autograd
1. http://kitchingroup.cheme.cmu.edu/blog/ ... /python/3/
2. http://neuralnetworksanddeeplearning.com/chap4.html
3. https://www.analyticsvidhya.com/blog/20 ... -learning/
4. https://skymind.ai/wiki/neural-network
5. neural network with numpy
6. https://www.kdnuggets.com/2018/10/simpl ... ython.html
7. https://towardsdatascience.com/how-to-b ... 998a08e4f6
8. neural network in eleven lines of python
9. https://www.programiz.com/python-programming/array
10. Samay's tutorial on neural network and machine learning
11. Terms and definitions in neural network
12. Mukul's tutorial on neural networks
13. Supervised learning and activation functions f(z) for neural networks
14. works of Alex Krizhevsky
15. Neural networks in python
16. a good tutorial for neural networks in python
17. Definition of bias in neural networks
18. zip() function in python
19. zip and unzip in python
20. a simple neural network tutorial in tensorflow
21. Install scikit tool in anaconda environment
22. Alan Turing's work on artificial neural network
23. Efficient BackPropagation
24. Data normalization and standardisation methods or procedures in neural networks
25. Illustration of neural network with backpropagation
26. Implementation of back propagation in neural networks
27. Cost function and gradient descent method in machine learning
28. a Tensors and machine learning
b. Implementation of backpropagation algorithm i n machine learning using python
29. Creating a neural network with python
30. Bias and variance in neural network calculation
31. The bias variables in neural networks - illustration
32. Mathematical optimization using scipy
Pandas and SEACAS for reading data
33. Multiple rows and columns selection using Pandas
34. seacas software
35. pandas documentation
36. https://medium.com/dunder-data/selectin ... cd0170be9c
37. https://www.geeksforgeeks.org/how-to-se ... dataframe/
38. Boolean commands for panda
39. Documentation of Panda for Boolean indexing
40. https://medium.com/dunder-data/selectin ... e811c81a0c
41. https://www.geeksforgeeks.org/boolean-i ... in-pandas/
42. https://pandas.pydata.org/pandas-docs/s ... o_csv.html
43. Neural network with structured datasets
Concepts of dropout technique in neural networks
44. https://iamtrask.github.io/2015/07/28/dropout/
45. http://iamtrask.github.io/2015/07/27/py ... ork-part2/
46. https://www.python-course.eu/neural_net ... ropout.php
47. https://visualstudiomagazine.com/articl ... opout.aspx
48. https://wiseodd.github.io/techblog/2016/06/25/dropout/
Neural networks in melanoma research
49. Using neural networks in classification of lesions
50. Derivative of ReLU function
Mean Square Error (MSE) in Neural Networks
1. Definition of MSE in feedforward neural network with backward propagation
2. Illustration of figure for MSE in neural network
3. http://neuralnetworksanddeeplearning.com/chap2.html
4. Tutorial on multilayer feed-forward neural networks
5. Improving the performance of neural network
Video Splitter in Linux
1. https://itsfoss.com/best-video-editing-software-linux/
2. https://jliljebl.github.io/flowblade/webhelp/help.html
3. https://itsfoss.com/losslesscut-video-cutter/
4. https://itsfoss.com/vidcutter-video-editor-linux/
Crystal Plasticity in MOOSE Framework
Bachelor's Thesis by Viktor Hultgren 2018
Last edited by annier on 03 Jul 2019, 21:24, edited 9 times in total.
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
Image to video conversion and vice versa in linux using ffmpeg command
1. Video to image conversion (sequential images)
Here,
r is the framerate (4 images per 1 second)
2. Image to video conversion (sequential images)
Here,
r is the framerate (5 images per 1 second)
References:
1. https://superuser.com/questions/135117/ ... -to-images
2. https://choreonoid.org/en/manuals/lates ... image.html
3. https://linuxhint.com/ffmpeg_images_to_video_tutorial/
4. https://unix.stackexchange.com/question ... video-file
Refreshing frozen ubuntu operating system
https://askubuntu.com/questions/574090/ ... er-locking
Embedding videos in latex beamer presentation
1. https://tex.stackexchange.com/questions ... media-pack
Google research football based on reinforcement learning
1. blog
2. https://github.com/google-research/football
Hamiltonian Neural Network
1.a. explanation
b. paper
2. source code
Handling data in python for list without commas
1. https://stackoverflow.com/questions/320 ... y/32026649
2. saving numpy arrays using numpy as text file
3. https://stackoverflow.com/questions/109 ... ith-python
4. https://physics.nyu.edu/pine/pymanual/h ... rrays.html
5. Numpy and convolutional neural networks
tensorflow-cpu and tensorflow-gpu with keras
1. Installation of tensorflow cpu using conda
2. Tutorialspoint website for tutorials on tensorflow
3. Simple tutorial on tensorflow and keras for neural networks
4. https://machinelearningmastery.com/adam ... -learning/
5. http://ruder.io/optimizing-gradient-descent/
6. https://machinelearningmastery.com/tuto ... hon-keras/
7. https://keras.io/getting-started/sequen ... del-guide/
8. https://keras.io/layers/core/
9. https://keras.io/activations/
10. https://keras.io/datasets/
11. Regression analysis with keras + tensorflow
12. Switching between keras and tensoorflow backend in keras
13. Neural network with numpy
14. Piotr Skalski's github page for machine learning
Machine Learning
1. https://www.ritchieng.com/neural-networ ... sentation/
2. https://towardsdatascience.com/an-overv ... 72ba552dee
3. https://towardsdatascience.com/super-si ... 7800e8b624
4. https://www.kdnuggets.com/2017/04/build ... rflow.html
5.Differences between greedy layer learning and backpropagation
6. Sarkar et al, 2018 - Practical Machine Learning with Python
7. Github repository of Sarkar on machine learning
Autoencoders in machine learning
1. An introduction to autoencoders
2. (a) lstm autoencoders
(b) Samples, timesteps and features as 3D input for lstm-autoencoders
3. https://keras.io/getting-started/functional-api-guide/
4. https://www.quora.com/How-do-I-train-an ... Vi%C3%B1as
5. https://blog.keras.io/building-autoenco ... keras.html
6. https://tiao.io/post/tutorial-on-variat ... mentation/
7. Dissertation work related to pretraining and finetuning of data in neural networks
8. Greedy layerwise pre-training of data
Regression based neural networks
1. Example using keras and tensorflow
2. Machine learning tutorials and codes
3. Fuel efficiency tutorial in tensorflow with keras frontend
4. Source code for tutorial on point 3
5. seaborn statistical data visualization toolkit
6. Feed-forward neural network for regression
Phase Field Methods for Materials Discovery
1. Journal article on phase field method for materials discovery by Tonks and Aagesen, 2019
Metal anodes for Batteries
1. Doctoral dissertation by Greca Garcia, 2016
1. Video to image conversion (sequential images)
Code: Select all
$ ffmpeg -i inputfile.avi -r 0.25 image_%04d.png
r is the framerate (4 images per 1 second)
2. Image to video conversion (sequential images)
Code: Select all
$ ffmpeg -r 5 -i image_%04d.png -r 5 outputtfile.avi
r is the framerate (5 images per 1 second)
References:
1. https://superuser.com/questions/135117/ ... -to-images
2. https://choreonoid.org/en/manuals/lates ... image.html
3. https://linuxhint.com/ffmpeg_images_to_video_tutorial/
4. https://unix.stackexchange.com/question ... video-file
Refreshing frozen ubuntu operating system
https://askubuntu.com/questions/574090/ ... er-locking
Embedding videos in latex beamer presentation
1. https://tex.stackexchange.com/questions ... media-pack
Google research football based on reinforcement learning
1. blog
2. https://github.com/google-research/football
Hamiltonian Neural Network
1.a. explanation
b. paper
2. source code
Handling data in python for list without commas
1. https://stackoverflow.com/questions/320 ... y/32026649
2. saving numpy arrays using numpy as text file
3. https://stackoverflow.com/questions/109 ... ith-python
4. https://physics.nyu.edu/pine/pymanual/h ... rrays.html
5. Numpy and convolutional neural networks
tensorflow-cpu and tensorflow-gpu with keras
1. Installation of tensorflow cpu using conda
2. Tutorialspoint website for tutorials on tensorflow
3. Simple tutorial on tensorflow and keras for neural networks
4. https://machinelearningmastery.com/adam ... -learning/
5. http://ruder.io/optimizing-gradient-descent/
6. https://machinelearningmastery.com/tuto ... hon-keras/
7. https://keras.io/getting-started/sequen ... del-guide/
8. https://keras.io/layers/core/
9. https://keras.io/activations/
10. https://keras.io/datasets/
11. Regression analysis with keras + tensorflow
12. Switching between keras and tensoorflow backend in keras
13. Neural network with numpy
14. Piotr Skalski's github page for machine learning
Machine Learning
1. https://www.ritchieng.com/neural-networ ... sentation/
2. https://towardsdatascience.com/an-overv ... 72ba552dee
3. https://towardsdatascience.com/super-si ... 7800e8b624
4. https://www.kdnuggets.com/2017/04/build ... rflow.html
5.Differences between greedy layer learning and backpropagation
6. Sarkar et al, 2018 - Practical Machine Learning with Python
7. Github repository of Sarkar on machine learning
Autoencoders in machine learning
1. An introduction to autoencoders
2. (a) lstm autoencoders
(b) Samples, timesteps and features as 3D input for lstm-autoencoders
3. https://keras.io/getting-started/functional-api-guide/
4. https://www.quora.com/How-do-I-train-an ... Vi%C3%B1as
5. https://blog.keras.io/building-autoenco ... keras.html
6. https://tiao.io/post/tutorial-on-variat ... mentation/
7. Dissertation work related to pretraining and finetuning of data in neural networks
8. Greedy layerwise pre-training of data
Regression based neural networks
1. Example using keras and tensorflow
2. Machine learning tutorials and codes
3. Fuel efficiency tutorial in tensorflow with keras frontend
4. Source code for tutorial on point 3
5. seaborn statistical data visualization toolkit
6. Feed-forward neural network for regression
Phase Field Methods for Materials Discovery
1. Journal article on phase field method for materials discovery by Tonks and Aagesen, 2019
Metal anodes for Batteries
1. Doctoral dissertation by Greca Garcia, 2016
Last edited by annier on 14 Sep 2019, 03:32, edited 8 times in total.
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
Deep Learning for Scientific Computing
1. Github repository for DeepXDE software
2. Paper on DEEPXDE by Lu et al, 2019
Lecture notes on machine learning by Saptashwa Bhattacharyya
1. https://towardsdatascience.com/dive-int ... ded13ead21
2. https://towardsdatascience.com/ridge-an ... 0e34bcbf0b
Notes on Deep Learning
1.Theory on Deep Learning
Solar PV Cells and Panels
1. PV ribbon
2. Building a solar panel
3. An article on quantitative analysis of PV modules
4. Electrical resistivity of Ag
5. Temperature coefficient of electrical resistivity
6. Temperature coefficient of resistance of tin
7. Electrical resistivity of tin and silver
8. PV ribbon dimensions and measurements
Velocity (u) Boundary conditions in Fluid Mechanics
1. Lecture notes on boundary conditions at rigid boundaries
1. Github repository for DeepXDE software
2. Paper on DEEPXDE by Lu et al, 2019
Lecture notes on machine learning by Saptashwa Bhattacharyya
1. https://towardsdatascience.com/dive-int ... ded13ead21
2. https://towardsdatascience.com/ridge-an ... 0e34bcbf0b
Notes on Deep Learning
1.Theory on Deep Learning
Solar PV Cells and Panels
1. PV ribbon
2. Building a solar panel
3. An article on quantitative analysis of PV modules
4. Electrical resistivity of Ag
5. Temperature coefficient of electrical resistivity
6. Temperature coefficient of resistance of tin
7. Electrical resistivity of tin and silver
8. PV ribbon dimensions and measurements
Velocity (u) Boundary conditions in Fluid Mechanics
1. Lecture notes on boundary conditions at rigid boundaries
Last edited by annier on 07 Dec 2019, 18:10, edited 1 time in total.
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Re: Using multiple softwares for performing a simulation
Anil Kunwar
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice
Faculty of Mechanical Engineering, Silesian University of Technology, Gliwice