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ChrisRackauckas
/
universal_differential_equations
Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML
https://arxiv.org/abs/2001.04385
MIT License
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No matching function wrapper found
#50
schminin
closed
1 year ago
5
OptimizationFunction Definition
#49
ugccelik
closed
1 year ago
3
Lux Adaptation of UDE
#48
AlCap23
closed
1 year ago
0
LV Scenario 2
#47
ghost
opened
1 year ago
4
Non Newtonian Fluids: FENE-P example error
#46
RajDandekar
opened
1 year ago
4
Hudson Bay
#45
ghost
opened
1 year ago
17
SEIR Example
#44
ghost
opened
1 year ago
8
UDE giving Linear Approximation / NeuralODEMM problems
#43
ghost
opened
1 year ago
0
Has this paper been published on a journal or a conference?
#42
Saltsmart
closed
7 months ago
1
outdated / soon to be outdated example codes
#41
ghost
opened
2 years ago
1
Updated the implementation
#40
Abhishek-1Bhatt
closed
2 years ago
12
Lotka volterra UDE not recovered as per paper
#39
yewalenikhil65
opened
2 years ago
6
fixing error in long term prediction for scenario 1
#38
yewalenikhil65
opened
2 years ago
0
Update datadriven
#37
AlCap23
closed
3 years ago
1
LotkaVolterra manifest file outdated
#36
jd-lara
opened
3 years ago
12
Instability detected in Fisher-KPP example
#35
mattlie82
closed
3 years ago
4
Restructured Symbolic Recovery
#34
AlCap23
closed
3 years ago
0
Update symbolic regression examples
#33
AlCap23
closed
3 years ago
0
Update manifest and syntax
#32
AlCap23
closed
3 years ago
0
training method for multiple neural-nets in universal ODEs
#31
yewalenikhil65
closed
3 years ago
2
Application to a different system of ODEs
#30
Ricvalp
opened
3 years ago
4
update for use with new API
#29
AlCap23
closed
3 years ago
1
Update Project.toml
#28
AlCap23
closed
3 years ago
2
`MethodError: no method matching SInDy` in DelayLotkaVolterra/VolterraExp.jl
#27
VitaminBrad
closed
3 years ago
12
More noise and robustness study on Lotka Volterra Equations
#26
AlCap23
closed
3 years ago
0
Update for more readable code
#25
AlCap23
closed
3 years ago
0
type SparseIdentificationResult has no field basis
#24
smollada
opened
3 years ago
15
recompile after activating
#23
sirfoga
closed
3 years ago
1
line 207 error DimensionMismatch("arrays could not be broadcast to a common size; got a dimension with lengths 22 and 106")
#22
matutenun
closed
4 years ago
1
issue with regression with SInDy
#21
matutenun
closed
4 years ago
4
"MethodError: objects of type SparseIdentificationResult are not callable"
#20
matutenun
closed
4 years ago
0
MethodError: objects of type SparseIdentificationResult are not callable
#19
matutenun
opened
4 years ago
2
Use extrapolation of UODE
#18
AlCap23
closed
3 years ago
0
Update DataDrivenDiffEq
#17
AlCap23
closed
4 years ago
0
Adding batching and compatible with data files
#16
collinwarner
opened
4 years ago
0
Attempt to Minibatch (difficulties)
#15
collinwarner
closed
4 years ago
0
Working robust with noise
#14
AlCap23
closed
4 years ago
1
update Lotka-Volterra to sciml_train
#13
ChrisRackauckas
closed
4 years ago
3
Attempt to pass extra param to sciml_train
#12
collinwarner
closed
4 years ago
0
Switched to use sciml_train
#11
collinwarner
closed
4 years ago
1
Install TagBot as a GitHub Action
#10
JuliaTagBot
closed
4 years ago
0
TrackedArray Error when trying to reproduce the script
#9
FedericoV
closed
4 years ago
9
use zygote and BFGS
#8
collinwarner
closed
4 years ago
2
Update README.md
#7
ali-ramadhan
closed
4 years ago
0
Working SInDy
#6
AlCap23
closed
4 years ago
0
Fit climate data with NPDE
#5
YingboMa
closed
4 years ago
0
Add horizontal average data from Rayleigh-Taylor instability example
#4
ali-ramadhan
closed
4 years ago
0
Neural PDE
#3
YingboMa
closed
4 years ago
0
Training a neural PDE on Rayleigh-Taylor instability data
#2
ali-ramadhan
closed
4 years ago
0
3D Advectiond-diffusion setup
#1
ali-ramadhan
closed
4 years ago
0
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