aboutsummaryrefslogtreecommitdiffstats
path: root/scratch
blob: e5c5b1e4cc714680053d932e8fcb5346c84ba436 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69

The World as a Process: Simulations in the Natural and Social Sciences
http://philsci-archive.pitt.edu/2412/

Computer Simulations in Science
https://plato.stanford.edu/entries/simulations-science/

Models in Science
https://plato.stanford.edu/entries/models-science/

The Nature of Mathematical Modeling
https://www.amazon.com/Nature-Mathematical-Modeling-Neil-Gershenfeld/dp/052121050X
http://fab.cba.mit.edu/classes/MAS.864/

http://fab.cba.mit.edu/classes/862.19/index.html

https://ocw.mit.edu/courses/earth-atmospheric-and-planetary-sciences/12-086-modeling-environmental-complexity-fall-2014/

https://ocw.mit.edu/courses/aeronautics-and-astronautics/16-842-fundamentals-of-systems-engineering-fall-2015/class-videos/session-3-systems-modeling-languages/

https://mitpress.mit.edu/books/mathematical-modeling-systems-biology

https://sysengonline.mit.edu/

https://www.creativemachineslab.com/data-smashing.html

https://royalsocietypublishing.org/doi/pdf/10.1098/rsif.2014.0826


https://www.semanticscholar.org/paper/Big-data-and-its-epistemology-Frick%C3%A9/3d9b385913f9d470e175051fc113eb2b8dc5981b
https://www.semanticscholar.org/paper/Comment-on-the-Article-%22-Distilling-Free-form-Laws-Sommer/05e236c40ad24e1d4b4e9019e8115e4279c78f03
https://www.semanticscholar.org/paper/A-Rebuttal-to-Christopher-Hillar-and-Friedrich-%E2%80%99-s-Schmidt-Lipson/d2558505907f34a73323c08f9c74c8033dc7edc2
https://www.semanticscholar.org/paper/A-bibliography-on-nonlinear-system-identification-Giannakis-Serpedin/0906939c89e3f0a1812dc619aa27ba707b024f06
https://www.semanticscholar.org/paper/Fuzzy-identification-of-systems-and-its-to-modeling-Takagi-Sugeno/d79eeb61bc8960242550234e7a801d6863c58aec
https://www.semanticscholar.org/paper/Issues-in-system-identification-Ljung/8182879ed50a6c69c49b70f6e026636eae546550
https://www.semanticscholar.org/paper/A-symbolic-data-driven-technique-based-on-Giustolisi-Savic/f3d7a3c3577da69cf2b6c6ec12b4f28990cb9872
https://www.semanticscholar.org/paper/SYMBOLIC-REGRESSION-OF-IMPLICIT-EQUATIONS-Schmidt-Lipson/59bece54b78fd1d30a3055aac1d44f4d567312d8
https://www.semanticscholar.org/paper/Artificial-bee-colony-programming-for-symbolic-Karaboga-Ozturk/c5b2c1cae7bba66db8f84aa4c0510cc1f54b4163
https://www.semanticscholar.org/paper/An-improved-Gene-Expression-Programming-approach-Peng-Yuan/f3368432dd56221c7211f241d53574a01573c206
https://www.semanticscholar.org/paper/ANALYTIC-PROGRAMMING-%E2%80%93-SYMBOLIC-REGRESSION-BY-MEANS-Zelinka-Oplatkov%C3%A1/3cd80b6b4a82ede98f7070d2fa2c96feb621f55b
https://www.semanticscholar.org/paper/Automated-adaptive-inference-of-coarse-grained-in-Daniels-Nemenman/6b1c770bd10f91a3eaded5001b3e0763f98cae58
https://www.semanticscholar.org/paper/Discovering-governing-equations-from-data-by-sparse-Brunton-Proctor/743e96cb7d5acfe5a3dc384fe620f2a6e091504f
https://www.semanticscholar.org/paper/SISSO-%3A-a-compressed-sensing-method-for-identifying-Ouyang-Curtarolo/0ae836a1bc88e946e6dfa4f0aff467462253d237
https://www.semanticscholar.org/paper/Efficient-indexing-of-similarity-models-with-Bartos-Skopal/d736201b30c04a1019bb74b2857c4d5693b4c86e

https://github.com/cfusting/fast-symbolic-regression
https://github.com/sisl/ExprSearch.jl
http://www.mafy.lut.fi/EcmiNL/older/ecmi35/node70.html
https://en.wikipedia.org/wiki/HeuristicLab
http://www.christimperley.co.uk/Wallace.jl/

https://en.wikipedia.org/wiki/World_Brain

https://www.wolframalpha.com/docs/timeline/computable-knowledge-history-5.html

https://ocw.mit.edu/courses/find-by-topic/#cat=engineering&subcat=systemsengineering&spec=computationalmodelingandsimulation

Modeling Environmental Complexity
https://ocw.mit.edu/courses/earth-atmospheric-and-planetary-sciences/12-086-modeling-environmental-complexity-fall-2014/syllabus/

Essential Numerical Methods
https://ocw.mit.edu/courses/nuclear-engineering/22-15-essential-numerical-methods-fall-2014/

Identification, Estimation, and Learning
https://ocw.mit.edu/courses/mechanical-engineering/2-160-identification-estimation-and-learning-spring-2006/

System Identification
https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-435-system-identification-spring-2005/