├── A Journey into the Physics World.md ├── Classical Physics ├── Kepler's problem.ipynb └── README.md ├── Color References ├── Colors Demonstration.ipynb ├── Colors List ├── IRCA.py └── ShowColors.sh ├── Data Manipulation and Analysis ├── Acceleration.ipynb ├── Approximation and Interpolation.ipynb ├── Normal Distribution and Sum of Squared Residuals.ipynb └── README.md ├── LICENSE ├── Machine Learning for Physicists └── README.md ├── PyTorch official quick start └── README.md ├── README.md ├── Statistical Physics ├── The Contents.md └── coursera_reference │ └── ref ├── Sundries ├── CPU and GPU Performance.py ├── Drawing Practice.ipynb ├── Note for Writing in the Sciences.md ├── Scientific Philosophy Excerpts.md └── The Contents.md ├── Writing in Science ├── Writing in science.aux ├── Writing in science.dvi ├── Writing in science.fdb_latexmk ├── Writing in science.fls ├── Writing in science.log ├── Writing in science.out ├── Writing in science.pdf ├── Writing in science.synctex.gz ├── Writing in science.tex └── Writing in science.toc └── hello.py /A Journey into the Physics World.md: -------------------------------------------------------------------------------- 1 | # A Journey into the Physics World 2 | 3 | Created by Lu Niu 4 | 5 | ## How to Use 6 | 7 | For physics enthusiasts, it’s best to select one course per subject; 8 | 9 | There’s NO need to reinvent the wheel. 10 | 11 | Simply follow the material that suits your needs or interests, and most importantly; 12 | 13 | Please never give up! 14 | 15 | ## Mathematical Methods for Physics 16 | 17 | * [lecture] [MATH 410: Advanced Calculus Ⅰ](https://www.youtube.com/playlist?list=PLvt4fmEPBjqrxOeNUiIBv4i0yzvP6Tz36), Roohollah Ebrahimian, UMD. 18 | 19 | * [lecture] [MATH 340: Honors Linear Algebra and Multivariable Calculus](https://www.youtube.com/playlist?list=PLciPFwfwQdT9QD6P62J6xBbrs2yJFP3RF), Roohollah Ebrahimian, UMD. 20 | 21 | * [lecture] [Applied Mathematics (for Physics) Ⅰ](https://www.youtube.com/playlist?list=PLS0SUwlYe8cy7eNFtSWru7EtJ_yXM94YH), Hsiu-Hau Lin, NTHU (in Chinese). 22 | 23 | * [lecture] [Applied Mathematics (for Physics) Ⅱ](https://www.youtube.com/playlist?list=PLS0SUwlYe8cxiepObAy7dGDs29AdViZdj), Hsiu-Hau Lin, NTHU (in Chinese). 24 | 25 | This series of lectures includes Linear Algebra, Complex Analysis, Special Functions, Vector Analysis, ODE, PDE, Fourier Series, and Transforms. It covers foundational mathematical tools widely used in physics. 26 | 27 | * [book] Advanced Calculus, Patrick Fitzpatrick, American Mathematical Society, 2009. 28 | 29 | * [book] Mathematical Physics 2nd, Sadri Hassani. 30 | 31 | This book provides an exceptionally comprehensive treatment of mathematics for physicists, covering a vast range of topics. Its depth and clarity make it a valuable resource, even for mathematicians seeking to expand their knowledge. 32 | 33 | ## Classical Mechanics 34 | 35 | * [lecture] [PHYS 411, Graduate Classical Mechanics](https://www.youtube.com/playlist?list=PL39mDr1uU6a5iYPIcDi5x_vt8l9FZjCSo), Sasha Tchekhovskoy, Northwestern. 36 | 37 | * [book] A Primer of Analytical Mechanics, Franco Strocchi. 38 | 39 | * [book] Classical Mechanics, Tom Kibble. 40 | 41 | ## Electrodynamics 42 | 43 | * [lecture] [PHYS 511, Electrodynamics](https://www.youtube.com/playlist?list=PLdlPA9pGVVtYK_qVYsANQrlBbPFo-ZxkK), Edl Schamiloglu, UNM. 44 | 45 | * [lecture] [Advanced Electromagnetism](https://www.youtube.com/playlist?list=PLA7951CBECE76701D), Fu-Goul Yee, NTU Taiwan (in Chinese). 46 | 47 | * [book] Introduction to Electrodynamics, David J. Griffiths. 48 | 49 | ## Quantum Mechanics 50 | 51 | * [lecture] [Physics 221AB, Quantum Mechanics](https://bohr.physics.berkeley.edu/classes/221/2122/221.html), Robert Littlejohn, UC Berkeley. 52 | 53 | * [lecture] [MIT 8.04, Quantum Physics Ⅰ](https://www.youtube.com/playlist?list=PLUl4u3cNGP60cspQn3N9dYRPiyVWDd80G), Barton Zwiebach, MIT. 54 | 55 | * [lecture] [MIT 8.05, Quantum Physics Ⅱ](https://www.youtube.com/playlist?list=PLUl4u3cNGP60QlYNsy52fctVBOlk-4lYx), Barton Zwiebach, MIT. 56 | 57 | * [lecture] [MIT 8.06, Quantum Physics Ⅲ](https://www.youtube.com/playlist?list=PLUl4u3cNGP60Zcz8LnCDFI8RPqRhJbb4L), Barton Zwiebach, MIT. 58 | 59 | * [lecture] [Quantum Mechanics](https://www.youtube.com/playlist?list=PLF4C2C0FE5389B474), Fu-Goul Yee, NTU Taiwan (in Chinese). 60 | 61 | * [book] The Principle of Quantum Mechanics, Ramamurti Shankar. 62 | 63 | ## Statistical Mechanics 64 | 65 | * [lecture] [Thermal and Statistical Physics Ⅰ](https://www.youtube.com/playlist?list=PLS0SUwlYe8cyk1WY3t4GcL5AjWhE9w_9b), Hsiu-Hau Lin, NTHU (in Chinese). 66 | 67 | * [lecture] [Thermal and Statistical Physics Ⅱ](https://www.youtube.com/playlist?list=PLS0SUwlYe8cx_e0nB79ZGXJ3TShBxWdIS), Hsiu-Hau Lin, NTHU (in Chinese). 68 | 69 | * [lecture] [MIT 8.333, Statistical Physics of Particles](https://www.youtube.com/playlist?list=PLUl4u3cNGP60gl3fdUTKRrt5t_GPx2sRg), Mehran Kardar, MIT. 70 | 71 | * [lecture] [MIT 8.334, Statistical Physics of Fields](https://www.youtube.com/playlist?list=PLUl4u3cNGP63HkEHvYaNJiO0UCUmY0Ts7), Mehran Kardar, MIT. 72 | 73 | * [book] Statistical Physics of Particles, Mehran Kardar. 74 | 75 | * [book] Statistical Physics of Fields, Mehran Kardar. 76 | 77 | * [book] Statistical Mechanic, Werner Krauth. 78 | 79 | ## Atom and Quantum Optics 80 | 81 | * [course] Quantum Optics, Alain Aspect, Coursera. 82 | 83 | * [lecture] [Lectures on Quantum Optics](https://www.youtube.com/playlist?list=PLQOPozM-bhZrWIyxwD_sMe9Q0HvwMzJNS), Carlos Navarrete-Benlloch. 84 | 85 | * [lecture] [MIT 8.421, Atomic and Optical Physics Ⅰ](https://www.youtube.com/playlist?list=PLUl4u3cNGP62FPGcyFJkzhqq9c5cHCK32), Wolfgang Ketterle, MIT. 86 | 87 | * [lecture] [MIT 8.422, Atomic and Optical Physics Ⅱ](https://www.youtube.com/watch?v=Agu68RGaoWM&list=PLUl4u3cNGP62uOSArqLf4vNLiZtgIRm1K), Wolfgang Ketterle, MIT. 88 | 89 | ## Solid Physics and Condensed Matter Physics 90 | 91 | * [lecture] [Condensed Matter Physics](https://www.youtube.com/watch?v=98qp-r6lJjg&list=PLcrBQBxtcThFDCKt4dKYC4OIOgNYYC_5Y), Catherine Stampfl, USYD. 92 | 93 | * [book] The Oxford Solid State Basics, Steven H. Simon. 94 | 95 | * [book] Quantum Field Theory and Condensed Matter - An Introduction, Ramamurti Shankar. 96 | 97 | ## Computational Physics 98 | 99 | * [lecture] [Computational Physics Course in Python](https://www.youtube.com/playlist?list=PLXmUYdQdC9IGv61Y1lhGBH0NsDQRdwcJE), Kristjan Haule, Rutgers. 100 | 101 | * [book] Numerical Methods in Physics with Python, Alex Gezerlis. 102 | 103 | ## Other 104 | 105 | * [lecture] [MIT 5.95J, Teaching College-Level Science and Engineering](https://www.youtube.com/playlist?list=PLB1304385546D6F86), Sanjoy Mahajan, MIT. 106 | 107 | * [course] Writing in the Sciences, Kristin Sainani, Coursera. 108 | 109 | * [book] On Writing Well, William Zinsser. 110 | -------------------------------------------------------------------------------- /Classical Physics/README.md: -------------------------------------------------------------------------------- 1 | # Contents for Computational Physics 2 | -------------------------------------------------------------------------------- /Color References/Colors List: -------------------------------------------------------------------------------- 1 | """Colors for Photonico""" 2 | 3 | ## Colors 4 | 5 | # Color Panel: 6 | 7 | # Rainbow 8 | 9 | 000 #FA3C3C #FA1414 #FF281E #F01E32 #EB3C3C 10 | 015 #FA6E3C #FF5000 #FF5A00 #FF6400 #E64100 11 | 030 #FA9B3C #FA7300 #FF7800 #FF8C00 #FF9600 12 | 045 #FACB3C #FFAF00 #FFB400 #FFC828 13 | 060 #FAFA3C #FFE128 #FFD705 #FFD200 #FADC14 14 | 075 #CBFA3C #E1FF37 #D7FA28 #C8E61E #C8D25A 15 | 090 #9CFA3C #C8FF3C 16 | 105 #6CFA3C #A0FF46 #96FA3C #78E132 #64E100 #5FBE46 #50AF3C 17 | 120 #3CFA3C #50F050 #5ADC5A #2DDC50 #28CD50 18 | 135 #3CFA6C #50EB82 #5FD787 19 | 150 #3CFA9C #50C896 #00C878 #3CA064 20 | 165 #3CFACB #50D7B4 #50BE96 #50C3A0 #50C3BE 21 | 180 #3CFAFA #64CDCD #28C8C8 #4BD7EB 22 | 195 #3CCDFA #28BEFF #00C8F0 #1EB4FF 23 | 210 #3C8EFA #288CEF #00BEFF #1EA0FF #00A0FF #008CE6 #148CDC #64D2FF #64C8FF #50C8FF #C8EBFF 24 | 225 #3C6EFA #1EA0F0 #0A8CFF #1496FF #37B4FF #005FC8 #0050C8 25 | 240 #3C3CFA #4646FF #5F87FF #6482FF #78A0FF 26 | 255 #6E3CFA #643CFF #6E64FA #9B91FF #B4AAFF #8787B4 27 | 270 #9C3CFA #A064F0 #8C64FF #966EFA #AF8CF0 #BE9BF5 28 | 285 #CD3CFA #965AC8 #B464DC #C878DC #C88CF0 #D796FF 29 | 300 #FA3CFA #F096FF #E1A0FF 30 | 315 #FA3CCB 31 | 330 #FA3C9B #DC64B4 32 | 345 #FA3C6E #FF5A91 #E691C8 33 | 347 #FA3C64 #F03250 #FF5064 #F096A0 34 | 360 #FA3C3C 35 | 36 | Magenta Maroon Viola Red Saffron Fire Tangerine Orange Gold Yellow Grass Kelly Olive Green Emerald Cyan Aquamarine Turquoise Sky Azure Blue Royal Violet Purple Orchid 37 | 38 | Test 39 | { [ ( { [ ( 40 | 41 | ) 42 | ] 43 | } 44 | ) 45 | ] 46 | } 47 | (((((( text )))))) 48 | 49 | Enjoy it ! 50 | ✿✿ヽ(°▽°)ノ✿✿ 51 | -------------------------------------------------------------------------------- /Color References/IRCA.py: -------------------------------------------------------------------------------- 1 | #### My Colors and Colormaps: IRCA 2 | 3 | from matplotlib.colors import LinearSegmentedColormap 4 | 5 | ## IR CA Color Map 6 | 7 | irca = {'red': ((0.0, 15/255, 15/255), 8 | (0.1, 25/255, 25/255), 9 | (0.2, 10/255, 10/255), 10 | (0.3, 30/255, 30/255), 11 | (0.4, 100/255, 100/255), 12 | (0.5, 180/255, 180/255), 13 | (0.6, 240/255, 240/255), 14 | (0.7, 255/255, 255/255), 15 | (0.8, 255/255, 255/255), 16 | (0.9, 250/255, 250/255), 17 | (1.0, 230/255, 230/255)), 18 | 'green':((0.0, 60/255, 60/255), 19 | (0.1, 75/255, 75/255), 20 | (0.2, 130/255, 130/255), 21 | (0.3, 180/255, 180/255), 22 | (0.4, 240/255, 240/255), 23 | (0.5, 245/255, 245/255), 24 | (0.6, 240/255, 240/255), 25 | (0.7, 180/255, 180/255), 26 | (0.8, 80/255, 80/255), 27 | (0.9, 60/255, 60/255), 28 | (1.0, 25/255, 25/255)), 29 | 'blue': ((0.0, 90/255, 90/255), 30 | (0.1, 120/255, 120/255), 31 | (0.2, 150/255, 150/255), 32 | (0.3, 110/255, 110/255), 33 | (0.4, 80/255, 80/255), 34 | (0.5, 160/255, 160/255), 35 | (0.6, 0/255, 0/255), 36 | (0.7, 0/255, 0/255), 37 | (0.8, 0/255, 0/255), 38 | (0.9, 0/255, 0/255), 39 | (1.0, 10/255, 10/255))} 40 | 41 | ## IR CA Line Color Map 42 | 43 | ircal = {'red': ((0.0, 15/255, 15/255), 44 | (0.1, 25/255, 25/255), 45 | (0.2, 10/255, 10/255), 46 | (0.3, 30/255, 30/255), 47 | (0.4, 100/255, 100/255), 48 | (0.5, 180/255, 180/255), 49 | (0.6, 240/255, 240/255), 50 | (0.7, 255/255, 255/255), 51 | (0.8, 255/255, 255/255), 52 | (0.9, 250/255, 250/255), 53 | (1.0, 230/255, 230/255)), 54 | 'green':((0.0, 60/255, 60/255), 55 | (0.1, 75/255, 75/255), 56 | (0.2, 130/255, 130/255), 57 | (0.3, 180/255, 180/255), 58 | (0.4, 240/255, 240/255), 59 | (0.5, 180/255, 180/255), 60 | (0.6, 240/255, 240/255), 61 | (0.7, 180/255, 180/255), 62 | (0.8, 80/255, 80/255), 63 | (0.9, 60/255, 60/255), 64 | (1.0, 25/255, 25/255)), 65 | 'blue': ((0.0, 90/255, 90/255), 66 | (0.1, 120/255, 120/255), 67 | (0.2, 150/255, 150/255), 68 | (0.3, 110/255, 110/255), 69 | (0.4, 80/255, 80/255), 70 | (0.5, 180/255, 180/255), 71 | (0.6, 0/255, 0/255), 72 | (0.7, 0/255, 0/255), 73 | (0.8, 0/255, 0/255), 74 | (0.9, 0/255, 0/255), 75 | (1.0, 10/255, 10/255))} 76 | 77 | ## IR CA Diverging Color Map 78 | 79 | ircad = {'red': ((0.0, 15/255, 15/255), 80 | (0.1, 25/255, 25/255), 81 | (0.2, 12/255, 12/255), 82 | (0.3, 40/255, 40/255), 83 | (0.4, 160/255, 160/255), 84 | (0.5, 255/255, 255/255), 85 | (0.6, 255/255, 255/255), 86 | (0.7, 255/255, 255/255), 87 | (0.8, 255/255, 255/255), 88 | (0.9, 250/255, 250/255), 89 | (1.0, 230/255, 230/255)), 90 | 'green':((0.0, 60/255, 60/255), 91 | (0.1, 75/255, 75/255), 92 | (0.2, 140/255, 140/255), 93 | (0.3, 200/255, 200/255), 94 | (0.4, 240/255, 240/255), 95 | (0.5, 255/255, 255/255), 96 | (0.6, 240/255, 240/255), 97 | (0.7, 180/255, 180/255), 98 | (0.8, 90/255, 90/255), 99 | (0.9, 60/255, 60/255), 100 | (1.0, 25/255, 25/255)), 101 | 'blue': ((0.0, 90/255, 90/255), 102 | (0.1, 120/255, 120/255), 103 | (0.2, 170/255, 170/255), 104 | (0.3, 160/255, 160/255), 105 | (0.4, 180/255, 180/255), 106 | (0.5, 255/255, 255/255), 107 | (0.6, 80/255, 80/255), 108 | (0.7, 40/255, 40/255), 109 | (0.8, 0/255, 0/255), 110 | (0.9, 0/255, 0/255), 111 | (1.0, 10/255, 10/255))} 112 | 113 | ## IR CA Cold Color Map 1 114 | 115 | ircac1 = {'red':((0.0, 15/255, 15/255), 116 | (0.2, 25/255, 25/255), 117 | (0.4, 12/255, 12/255), 118 | (0.6, 40/255, 40/255), 119 | (0.8, 160/255, 160/255), 120 | (1.0, 255/255, 255/255)), 121 | 'green':((0.0, 60/255, 60/255), 122 | (0.2, 75/255, 75/255), 123 | (0.4, 140/255, 140/255), 124 | (0.6, 200/255, 200/255), 125 | (0.8, 240/255, 240/255), 126 | (1.0, 255/255, 255/255)), 127 | 'blue': ((0.0, 90/255, 90/255), 128 | (0.2, 120/255, 120/255), 129 | (0.4, 170/255, 170/255), 130 | (0.6, 160/255, 160/255), 131 | (0.8, 180/255, 180/255), 132 | (1.0, 255/255, 255/255))} 133 | 134 | ## IR CA Cold Color Map 2 135 | 136 | ircac2 = {'red':((0.0, 255/255, 255/255), 137 | (0.2, 160/255, 160/255), 138 | (0.4, 40/255, 40/255), 139 | (0.6, 12/255, 12/255), 140 | (0.8, 25/255, 25/255), 141 | (1.0, 15/255, 15/255)), 142 | 'green':((0.0, 255/255, 255/255), 143 | (0.2, 240/255, 240/255), 144 | (0.4, 200/255, 200/255), 145 | (0.6, 140/255, 140/255), 146 | (0.8, 75/255, 75/255), 147 | (1.0, 60/255, 60/255)), 148 | 'blue': ((0.0, 255/255, 255/255), 149 | (0.2, 180/255, 180/255), 150 | (0.4, 160/255, 160/255), 151 | (0.6, 170/255, 170/255), 152 | (0.8, 120/255, 120/255), 153 | (1.0, 90/255, 90/255),)} 154 | 155 | irca = LinearSegmentedColormap('IR CA',irca) 156 | ircal = LinearSegmentedColormap('IR CA Line',ircal) 157 | ircad = LinearSegmentedColormap('IR CA Diverging',ircad) 158 | #ircah1 = LinearSegmentedColormap('IR CA Hot1',ircah1) 159 | #ircah2 = LinearSegmentedColormap('IR CA Hot2',ircah2) 160 | ircac1 = LinearSegmentedColormap('IR CA Cold',ircac1) 161 | ircac2 = LinearSegmentedColormap('IR CA Cold',ircac2) 162 | 163 | ## Enjoy it ! 164 | ## ✿✿ヽ(°▽°)ノ✿✿ -------------------------------------------------------------------------------- /Color References/ShowColors.sh: -------------------------------------------------------------------------------- 1 | for i in {0..255} ; do 2 | printf "\x1b[48;5;%sm%3d\e[0m " "$i" "$i" 3 | if (( i == 15 )) || (( i > 15 )) && (( (i-15) % 6 == 0 )); then 4 | printf "\n"; 5 | fi 6 | done -------------------------------------------------------------------------------- /Data Manipulation and Analysis/README.md: -------------------------------------------------------------------------------- 1 | # Contents for Data Manipulation 2 | 3 | * [Acceleration](Acceleration.ipynb) 4 | 5 | * [Approximation and Interpolation](Approximation%20and%20Interpolation.ipynb) 6 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU LESSER GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | 9 | This version of the GNU Lesser General Public License incorporates 10 | the terms and conditions of version 3 of the GNU General Public 11 | License, supplemented by the additional permissions listed below. 12 | 13 | 0. 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Revised Versions of the GNU Lesser General Public License. 145 | 146 | The Free Software Foundation may publish revised and/or new versions 147 | of the GNU Lesser General Public License from time to time. Such new 148 | versions will be similar in spirit to the present version, but may 149 | differ in detail to address new problems or concerns. 150 | 151 | Each version is given a distinguishing version number. If the 152 | Library as you received it specifies that a certain numbered version 153 | of the GNU Lesser General Public License "or any later version" 154 | applies to it, you have the option of following the terms and 155 | conditions either of that published version or of any later version 156 | published by the Free Software Foundation. If the Library as you 157 | received it does not specify a version number of the GNU Lesser 158 | General Public License, you may choose any version of the GNU Lesser 159 | General Public License ever published by the Free Software Foundation. 160 | 161 | If the Library as you received it specifies that a proxy can decide 162 | whether future versions of the GNU Lesser General Public License shall 163 | apply, that proxy's public statement of acceptance of any version is 164 | permanent authorization for you to choose that version for the 165 | Library. 166 | -------------------------------------------------------------------------------- /Machine Learning for Physicists/README.md: -------------------------------------------------------------------------------- 1 | # Machine Learning for Physicists 2 | -------------------------------------------------------------------------------- /PyTorch official quick start/README.md: -------------------------------------------------------------------------------- 1 | # PyTorch official quick start 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Computational Physics 2 | 3 | [![LGPL 3.0 License](https://github.com/ConAntares/Temples/blob/master/Attachments/LicenseLGPL3.0.svg)](https://www.gnu.org/licenses/lgpl-3.0) 4 | [![Made by Python](https://github.com/ConAntares/Temples/blob/master/Attachments/MadebyPython.svg)](https://www.python.org/) 5 | [![Made by Jupyter](https://github.com/ConAntares/Temples/blob/master/Attachments/MadebyJupyter.svg)](https://jupyter.org/) 6 | 7 | ![Open Source](https://github.com/ConAntares/Temples/blob/master/Attachments/OpenSource.svg) 8 | 9 | ## About this repository 10 | 11 | My notes on Algorithms and Computational Physics, use Python 3 as the programming language for demonstrating. 12 | 13 | This is a long-term plan. 14 | 15 | ## How to use 16 | 17 | I strongly suggest cloning [this repository](https://github.com/ConAntares/Algorithms.git) to your computer and [VSCode](https://code.visualstudio.com/) with the extension [Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python), extension [Jupyter](https://marketplace.visualstudio.com/items?itemName=ms-toolsai.jupyter), and extension [Markdown All in One](https://marketplace.visualstudio.com/items?itemName=yzhang.markdown-all-in-one). Other Jupyter Editors are also recommended. 18 | 19 | Given the abundance of comprehensive tutorials available on the basics of Python and NumPy, this lecture will not introduce them. 20 | 21 | ## Contents 22 | 23 | * [Computational Physics](Computational%20Physics/The%20Contents.ipynb) 24 | 25 | Introduces the computational methods for various physical models, encompassing a broad spectrum of fundamental topics. 26 | 27 | * [Data Manipulation and Analysis](Data%20Manipulation%20and%20Analysis/The%20Contents.ipynb) 28 | 29 | Showcase the techniques and algorithms for manipulating and analyzing data. 30 | 31 | * [Computational Probability and Statistics](Computational%20Probability%20and%20Statistics/The%20Contents.ipynb) 32 | 33 | Shows both the basic principles of probability and statistics along with corresponding practical demonstrations. 34 | 35 | * [Deep Learning](Deep%20Learning/The%20Contents.ipynb) 36 | 37 | A concise approach to deep learning, achieved by Torch. 38 | 39 | * [Sundries](Sundries/The%20Contents.ipynb) 40 | 41 | More is different! 42 | 43 | ## Contact me 44 | 45 | E-mail: LukeNiu@outlook.com 46 | 47 | ## Acknowledge 48 | 49 | Thank you for your visit. 50 | 51 | Sincerely, 52 | Lu Niu 53 | 54 | --- 55 | 56 | Enjoy it! 57 | ✿✿ヽ(°▽°)ノ✿✿ 58 | -------------------------------------------------------------------------------- /Statistical Physics/The Contents.md: -------------------------------------------------------------------------------- 1 | # Contents for Compuational Statistics 2 | -------------------------------------------------------------------------------- /Statistical Physics/coursera_reference/ref: -------------------------------------------------------------------------------- 1 | ref -------------------------------------------------------------------------------- /Sundries/CPU and GPU Performance.py: -------------------------------------------------------------------------------- 1 | #### The numerical performance of CPU and GPU in Python 2 | 3 | ## CPU 4 | 5 | ## GPU 6 | 7 | ## Result List 8 | -------------------------------------------------------------------------------- /Sundries/Drawing Practice.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "attachments": {}, 5 | "cell_type": "markdown", 6 | "metadata": {}, 7 | "source": [ 8 | "# Drawing Practice" 9 | ] 10 | } 11 | ], 12 | "metadata": { 13 | "kernelspec": { 14 | "display_name": "Python 3", 15 | "language": "python", 16 | "name": "python3" 17 | }, 18 | "language_info": { 19 | "name": "python", 20 | "version": "3.11.3" 21 | }, 22 | "orig_nbformat": 4 23 | }, 24 | "nbformat": 4, 25 | "nbformat_minor": 2 26 | } 27 | -------------------------------------------------------------------------------- /Sundries/Scientific Philosophy Excerpts.md: -------------------------------------------------------------------------------- 1 | # Scientific Philosophy Excerpts 2 | 3 | ## Nature Science 4 | 5 | * Modern science, then, has been heir to two different traditions, and, when discussing its evolution, we shall have to bear both in mind. On the one hand that set of ancient beliefs and practices to which, for better or worse, the name of Aristotle is usually attached; on the other, the quite different practices which during the same centuries were developing among the artisans, the craftsmen, and the experimenters in the world of everyday affairs, and whose effects began to penetrate, first into practical mathematics and astronomy, and later into physics, chemistry, and the other ‘sciences of nature.’ (Thomas Kuhn, The Structure of Scientific Revolutions, 1962) 6 | 7 | * It doesn't matter how beautiful your theory is, it doesn't matter how smart you are. If it doesn't agree with the experiment, it's wrong! (Richard Feynman, Cornell University, 1964) 8 | 9 | * Many students enter physics with the impression that it is just a lot of mathematical calculations. Calculations are a part of physics, but they are not the most important part. The most important part of physics is the part that deals with phenomena. Most of the physics comes from phenomena. Phenomena are the roots of physics. (Robert R. Wilson, Experiments and the Future of Physics, 1978) 10 | 11 | * Quantum phenomena do not occur in a Hilbert space. They occur in a laboratory. (Asher Peres, Quantum Theory: Concepts and Methods, 1993) 12 | 13 | * It is said that mathematics is the language of Nature. If so, then physics is its poetry. (Sadri Hassani, Mathematical Physics, 2002) 14 | 15 | * Anybody who wants to do good physics should be constantly paying attention to physical phenomena, and not the symbols that stand for physical objects. (R.Shankar, Yale Open course on Fundamentals of Physics, 2010) 16 | 17 | * We have faith that the underlying laws of nature will have a certain elegance and a certain beauty, and a certain uniformity across all of natural phenomena. That is a faith that we have. It is not a religious issue. (R.Shankar, Yale Open course on Fundamentals of Physics, 2010) 18 | 19 | * To Einstein, it was very obvious that nature would not design a system, in which mechanical laws are the same, but laws of electricity are different. (R.Shankar, Yale Open course on Fundamentals of Physics, 2010) 20 | 21 | * Every calculation ever done by a physicist is approximate. (R.Shankar, Yale Open course on Fundamentals of Physics, 2010) 22 | 23 | * One thing we demand of every new theory is that part of coincides with the old theory. If you go back to the old experiments which are explained by the old theory, well your new theory should continue to explain that. The new theory, when it is a good one, will tell you why for hundreds of years people feel for the old theory and then it will also do new stuff. 24 | 25 | ## Mathematics 26 | 27 | * Mathematics is the art of giving the same name to different things. (Henri Poincaré, Science and Hypothesis, 1902) 28 | 29 | ## Social Science 30 | 31 | * I believe that democracy is the best guarantor of peace and the ultimate peaceful resolution of differences. I believe that it is far better to have a system of government in which dissent is permitted than to have one in which all the apparatus of the state is brought to bear to enforce conformity. I believe that even the worst democracy is better than the best dictatorship and that the only solution to the problems of the Middle East is to encourage the evolution of democratic institutions. (Al Gore, Earth in the Balance, 1992) 32 | 33 | * believe that people with mental illness and intellectual disability do not deserve the right to survive. Once such a standard exists, someday anyone could fall under it. - (X.Luo, CUPL) 34 | -------------------------------------------------------------------------------- /Sundries/The Contents.md: -------------------------------------------------------------------------------- 1 | # Contents for Sundries 2 | 3 | * [Scientific Philosophy Excerpts](Scientific%20Philosophy%20Excerpts.md) 4 | 5 | * [Note for Writing in the Sciences](Note%20for%20Writing%20in%20the%20Sciences.md) 6 | -------------------------------------------------------------------------------- /Writing in Science/Writing in science.aux: -------------------------------------------------------------------------------- 1 | \relax 2 | \providecommand\hyper@newdestlabel[2]{} 3 | \providecommand\HyperFirstAtBeginDocument{\AtBeginDocument} 4 | \HyperFirstAtBeginDocument{\ifx\hyper@anchor\@undefined 5 | \global\let\oldnewlabel\newlabel 6 | \gdef\newlabel#1#2{\newlabelxx{#1}#2} 7 | 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https://raw.githubusercontent.com/Photonico/Computational_Physics_Topics/6b2c83693a86bfeba82496addd445df5b4d59596/Writing in Science/Writing in science.pdf -------------------------------------------------------------------------------- /Writing in Science/Writing in science.synctex.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Photonico/Computational_Physics_Topics/6b2c83693a86bfeba82496addd445df5b4d59596/Writing in Science/Writing in science.synctex.gz -------------------------------------------------------------------------------- /Writing in Science/Writing in science.toc: -------------------------------------------------------------------------------- 1 | \contentsline {section}{Prerequisite Knowledge}{1}{section*.2}% 2 | \contentsline {section}{\numberline {1}Introduction, principles of effective writing}{3}{section.1}% 3 | \contentsline {subsection}{\numberline {1.1}Introduction}{3}{subsection.1.1}% 4 | \contentsline {subsection}{\numberline {1.2}Examples of what not to do}{4}{subsection.1.2}% 5 | \contentsline {subsection}{\numberline {1.3}Overview, principles of effective writing}{4}{subsection.1.3}% 6 | \contentsline {subsection}{\numberline {1.4}Cut the clutter}{5}{subsection.1.4}% 7 | \contentsline {subsection}{\numberline {1.5}Cut the clutter, more tricks}{6}{subsection.1.5}% 8 | \contentsline {subsection}{\numberline {1.6}Practicing cutting clutter}{7}{subsection.1.6}% 9 | \contentsline {section}{\numberline {2}Writing with strong}{9}{section.2}% 10 | \contentsline {subsection}{\numberline {2.1}Use the active voice}{9}{subsection.2.1}% 11 | \contentsline {subsection}{\numberline {2.2}Is it OK to use ``We'' and ``I''}{10}{subsection.2.2}% 12 | \contentsline {subsection}{\numberline {2.3}Active voice practice}{10}{subsection.2.3}% 13 | \contentsline {subsection}{\numberline {2.4}Write with verbs}{12}{subsection.2.4}% 14 | \contentsline {subsection}{\numberline {2.5}Practice examples}{13}{subsection.2.5}% 15 | \contentsline {subsection}{\numberline {2.6}A few grammar tips}{15}{subsection.2.6}% 16 | \contentsline {section}{\numberline {3}Punctuation}{17}{section.3}% 17 | \contentsline {subsection}{\numberline {3.1}Experiment with punctuation}{17}{subsection.3.1}% 18 | \contentsline {subsection}{\numberline {3.2}Practice, colon, and dash}{18}{subsection.3.2}% 19 | \contentsline {subsection}{\numberline {3.3}Parallelism}{19}{subsection.3.3}% 20 | \contentsline {subsection}{\numberline {3.4}Paragraphs}{20}{subsection.3.4}% 21 | \contentsline {subsection}{\numberline {3.5}Paragraph Editing I}{21}{subsection.3.5}% 22 | \contentsline {subsection}{\numberline {3.6}Paragraph Editing II}{23}{subsection.3.6}% 23 | \contentsline {subsection}{\numberline {3.7}A few more tips}{25}{subsection.3.7}% 24 | \contentsline {subsection}{\numberline {3.8}Exercise}{27}{subsection.3.8}% 25 | \contentsline {subsection}{\numberline {3.9}Assignment I}{28}{subsection.3.9}% 26 | \contentsline {section}{\numberline {4}Writing steps}{29}{section.4}% 27 | \contentsline {subsection}{\numberline {4.1}More paragraph practice}{29}{subsection.4.1}% 28 | \contentsline {subsection}{\numberline {4.2}Overview of the writing process}{30}{subsection.4.2}% 29 | \contentsline {subsection}{\numberline {4.3}The pre-writing step}{31}{subsection.4.3}% 30 | \contentsline {subsection}{\numberline {4.4}The writing step}{32}{subsection.4.4}% 31 | \contentsline {subsection}{\numberline {4.5}Revision}{32}{subsection.4.5}% 32 | \contentsline {section}{\numberline {5}Checklist for the final draft}{35}{section.5}% 33 | \contentsline {subsection}{\numberline {5.1}Tables and Figures}{35}{subsection.5.1}% 34 | \contentsline {subsection}{\numberline {5.2}Results}{42}{subsection.5.2}% 35 | \contentsline {subsection}{\numberline {5.3}Practice writing results}{44}{subsection.5.3}% 36 | \contentsline {subsection}{\numberline {5.4}Methods}{45}{subsection.5.4}% 37 | \contentsline {subsection}{\numberline {5.5}Introduction}{50}{subsection.5.5}% 38 | \contentsline {subsection}{\numberline {5.6}Discussion}{52}{subsection.5.6}% 39 | \contentsline {subsection}{\numberline {5.7}Abstract}{55}{subsection.5.7}% 40 | \contentsline {section}{\numberline {6}Publication process}{57}{section.6}% 41 | \contentsline {subsection}{\numberline {6.1}Plagiarism}{57}{subsection.6.1}% 42 | \contentsline {subsection}{\numberline {6.2}Authorship}{58}{subsection.6.2}% 43 | \contentsline {subsection}{\numberline {6.3}The Submission Process}{59}{subsection.6.3}% 44 | \contentsline {subsection}{\numberline {6.4}Interview with Dr. Bradley Efron}{59}{subsection.6.4}% 45 | \contentsline {subsection}{\numberline {6.5}Interview with Dr. George Lundberg}{60}{subsection.6.5}% 46 | \contentsline {subsection}{\numberline {6.6}Interview with Dr. Gary Friedman}{61}{subsection.6.6}% 47 | \contentsline {subsection}{\numberline {6.7}Doing a peer view}{63}{subsection.6.7}% 48 | \contentsline {subsection}{\numberline {6.8}Content of peer review}{67}{subsection.6.8}% 49 | \contentsline {subsection}{\numberline {6.9}Predatory journals}{68}{subsection.6.9}% 50 | \contentsline {section}{\numberline {7}Review}{69}{section.7}% 51 | \contentsline {subsection}{\numberline {7.1}Writing a review article}{69}{subsection.7.1}% 52 | \contentsline {subsection}{\numberline {7.2}Grants I}{70}{subsection.7.2}% 53 | \contentsline {subsection}{\numberline {7.3}Grants II}{71}{subsection.7.3}% 54 | \contentsline {subsection}{\numberline {7.4}Grants III}{73}{subsection.7.4}% 55 | \contentsline {subsection}{\numberline {7.5}Write letters of recommendation}{76}{subsection.7.5}% 56 | \contentsline {subsection}{\numberline {7.6}Write the personal statement}{80}{subsection.7.6}% 57 | \contentsline {section}{\numberline {8}Interview}{83}{section.8}% 58 | \contentsline {subsection}{\numberline {8.1}Talking with the Media}{83}{subsection.8.1}% 59 | \contentsline {subsection}{\numberline {8.2}Panel Interview}{84}{subsection.8.2}% 60 | \contentsline {subsection}{\numberline {8.3}Writing for general audiences}{86}{subsection.8.3}% 61 | \contentsline {subsection}{\numberline {8.4}Writing a science news story}{87}{subsection.8.4}% 62 | \contentsline {subsection}{\numberline {8.5}Interviewing a Scientist}{89}{subsection.8.5}% 63 | \contentsline {subsection}{\numberline {8.6}Social Media for science communication}{90}{subsection.8.6}% 64 | \contentsline {subsection}{\numberline {8.7}Assignment II}{91}{subsection.8.7}% 65 | -------------------------------------------------------------------------------- /hello.py: -------------------------------------------------------------------------------- 1 | "Hello World" 2 | 3 | print("Hello World!") # Hello World! 4 | --------------------------------------------------------------------------------