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Gaussian Process Buckling Constraints in Blade Stiffened Shell Constitutive Subclass #311

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Oct 22, 2024
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cb844b5
demonstrate exploded views
sean-engelstad Dec 1, 2023
1d6b95c
Merge branch 'master' of github.com:sean-engelstad/tacs
sean-engelstad Mar 14, 2024
79d0b25
Merge branch 'master' of github.com:sean-engelstad/tacs
sean-engelstad Mar 20, 2024
b08f4bb
prototype of the TACSGPBladestiffenedshellconstitutive class
sean-engelstad Apr 24, 2024
d562b8e
prototype closed-form buckling constraints
sean-engelstad Apr 24, 2024
c64fa39
Merge branch 'smdogroup:master' into GPbladeconstitutive
sean-engelstad Apr 25, 2024
fd9b400
outline of TACS assembler subroutine to compute panel dimensions
sean-engelstad Apr 25, 2024
4b491c2
merge
sean-engelstad Apr 25, 2024
7caf055
prototype panel dimensions computation
sean-engelstad Apr 25, 2024
2ce3da9
Merge branch 'master' of github.com:sean-engelstad/tacs
sean-engelstad Apr 27, 2024
89bff20
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad Apr 27, 2024
1e4f69b
prototype computePanelDimensions routine
sean-engelstad Apr 28, 2024
84fe3e3
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad Apr 28, 2024
759d89c
update failure criterion with new buckling constraints
sean-engelstad Apr 29, 2024
8daadd7
update GP blade stiffened
sean-engelstad Apr 29, 2024
4aa1605
cleanup mass moment and MOI calls
sean-engelstad Apr 29, 2024
29db0a9
clang-format and add setPanelLength and width subroutines
sean-engelstad Apr 29, 2024
990e217
clang format
sean-engelstad Apr 29, 2024
431f0f8
remove computePanelDimensions
sean-engelstad Apr 29, 2024
1056078
add panel width constraint
sean-engelstad Apr 29, 2024
8c472d4
prototype of panel width constraint
sean-engelstad May 1, 2024
e57a425
remove needsPanelDimensions
sean-engelstad May 1, 2024
4fba62f
update the failure sensitivities for GP constitutive
sean-engelstad May 1, 2024
df1df93
update gaussian process folder
sean-engelstad May 10, 2024
92acbd3
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad May 10, 2024
ceb3056
update GP Model.h file
sean-engelstad May 10, 2024
db4982a
demo gaussian process models
sean-engelstad May 12, 2024
b42be20
prototype for GP buckling constraints and full GP failure criterion
sean-engelstad May 13, 2024
f0b6fc5
add tests of each nondimensional parameter and critical load
sean-engelstad May 13, 2024
1535d94
begin making the unittest for TACS GP blade stiffened shell constitut…
sean-engelstad May 13, 2024
7e09d9a
clang reformat
sean-engelstad May 13, 2024
bc18519
update makefile to compile TACSGPBlade stiffened
sean-engelstad May 13, 2024
2e3cd56
successfully compiling versions of the GP Model and GP constitutive c…
sean-engelstad May 13, 2024
3bd471b
add cython code for GP blade stiffened constitutive and the GP models
sean-engelstad May 13, 2024
363a354
first compiling cython objects for GP models and constitutive
sean-engelstad May 13, 2024
b1f5d4e
prototype for python level constitutive test on GP constitutive class
sean-engelstad May 13, 2024
619d581
change subclass structure for gp constitutive at the cython level
sean-engelstad May 13, 2024
334560e
fix GP model pointers in Cython constructor of GP const
sean-engelstad May 13, 2024
8a3235a
first fully running prototype of the test_gp_blade_shell_constitutive
sean-engelstad May 13, 2024
cd76427
fix all nondimensional parameter tests
sean-engelstad May 13, 2024
ee64c8b
working closed-form internal tests
sean-engelstad May 14, 2024
cb21872
clang-format
sean-engelstad May 14, 2024
447d6a4
save current progress on fixing ML kernel derivatives
sean-engelstad May 14, 2024
04ec185
fix the ML internal tests
sean-engelstad May 14, 2024
31ba675
save progress on fixing axial global critical ML load
sean-engelstad May 14, 2024
0c7f294
working internal tests with ML buckling constraints in the loop!
sean-engelstad May 15, 2024
1d3bd19
add TACS prefix to all C++ GaussianProcessModel classes
sean-engelstad May 15, 2024
33432d0
add from_csv methods to build the GP models
sean-engelstad May 15, 2024
84ed5a1
add stiffenerCripplingStiffness routine for stiffener crippling load
sean-engelstad May 15, 2024
5286c0b
working fail strain sens derivs in TACSGPBladeStiffenedShellConstitut…
sean-engelstad May 15, 2024
8a711f2
fixed all but stiffener crippling failDV sens now
sean-engelstad May 15, 2024
663eb62
all gp constitutive tests pass now!
sean-engelstad May 16, 2024
fde8e71
remove default print statements from gp blade tests
sean-engelstad May 16, 2024
306ead0
fix a Newton iteration bug in the shear closed-form solution
sean-engelstad May 16, 2024
60ceee7
add closed-form demo example
sean-engelstad May 16, 2024
fe2f8fa
undo free GP pointers bug
sean-engelstad May 16, 2024
3b80e00
setkS
sean-engelstad May 16, 2024
6f3d4e5
change transverse shear parameter formula
sean-engelstad May 17, 2024
f926e77
clang-format
sean-engelstad May 17, 2024
f5446d8
change zeta transformed parameter again
sean-engelstad May 17, 2024
a1f16fa
fix jacobian of new zeta parameter
sean-engelstad May 18, 2024
9eb9286
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad May 18, 2024
26abe22
fix bug in reading in the csv archived model data
sean-engelstad May 19, 2024
82d9b13
updated the closed form and axialGP examples
sean-engelstad May 19, 2024
f865740
change xi value in demo scripts
sean-engelstad May 20, 2024
2293ef7
update GP blade constitutive parameters
sean-engelstad May 22, 2024
a010f6f
fix the derivatives for the corrected shear closed-form solution
sean-engelstad May 22, 2024
64d1833
update panel length and width constraints for F2F compatibility
sean-engelstad May 22, 2024
b2245a7
black reformat
sean-engelstad May 22, 2024
1213edb
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad May 24, 2024
eac77dc
add TACSPanelGPs class to improve the runtime
sean-engelstad May 24, 2024
a79d56f
fix reset saved data check
sean-engelstad May 24, 2024
a4cc41f
running ML optimization although one derivative doesn't work
sean-engelstad May 24, 2024
a94848e
update nondim shear solution
sean-engelstad May 26, 2024
61623fa
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad May 28, 2024
7338bb7
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad May 29, 2024
29a4b80
update the tacs constituve pxd file
sean-engelstad May 29, 2024
1f051ac
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad May 29, 2024
c388ea2
fix gamma for shear case and crippling load
sean-engelstad Jun 3, 2024
babe9eb
fix memory leaks!
sean-engelstad Jun 4, 2024
a2d13ee
fix all bug failDV ML test so far
sean-engelstad Jun 4, 2024
dc1b852
fix derivatives after removing memory leaks
sean-engelstad Jun 5, 2024
4efda5c
fix unittests and add some debug DV printouts
sean-engelstad Jun 8, 2024
d2b9304
fix kernels to match kernel option 9 in ml_buckling
sean-engelstad Jun 13, 2024
bebaba2
improved analytic shear surrogate model for intermediate aspect ratios
sean-engelstad Jun 17, 2024
f27d1f6
update panel length
sean-engelstad Jun 24, 2024
22fd6af
update unittests
sean-engelstad Jun 30, 2024
4eddfe5
change name from test to check in examples folder
sean-engelstad Jun 30, 2024
af56106
remove print statements
sean-engelstad Jun 30, 2024
1bfd52f
turn off setKS weight into ML model
sean-engelstad Aug 18, 2024
3282a39
improvements to ML buckling model
sean-engelstad Aug 28, 2024
07ddcfb
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad Aug 28, 2024
c51dba7
update pyproject.toml also
sean-engelstad Aug 29, 2024
78581cb
add component input to average stresses in TACS assembler
sean-engelstad Sep 1, 2024
fba8bb6
update shear closed-form with lowAR pred
sean-engelstad Sep 5, 2024
490e34a
add TACS blade stiffened shell optimization example for gp-const
sean-engelstad Sep 6, 2024
9d342dc
fix closed-form shear loads soft_max to soft_min
sean-engelstad Sep 6, 2024
b8cdffb
update the way panel D matrix is computed with centroid
sean-engelstad Sep 16, 2024
3822b4b
Merge branch 'GPbladeconstitutive' of github.com:sean-engelstad/tacs …
sean-engelstad Sep 16, 2024
64d7c0b
working derivatives tests and buckling benchmark!
sean-engelstad Sep 17, 2024
30bb7e4
add ability to see failure values
sean-engelstad Sep 18, 2024
97e7150
remove printout
sean-engelstad Sep 18, 2024
7cb4e30
update the GP local buckling constraints
sean-engelstad Sep 22, 2024
92a05f9
fix new memory leak
sean-engelstad Sep 24, 2024
32a7aa1
update gp stiffened plate examples
sean-engelstad Sep 24, 2024
e61ade6
merge with Ali's PR
sean-engelstad Oct 8, 2024
a2ec8a9
working derivative tests after merge with Ali's blade stiffened updates
sean-engelstad Oct 8, 2024
e020e43
add way to change stiffener crippling prediction mode
sean-engelstad Oct 8, 2024
d71c8ee
working functors
sean-engelstad Oct 8, 2024
e3be2cd
fix bug in constructing GPbladeconstitutive
sean-engelstad Oct 8, 2024
a97be46
fix introduced shear loads bug
sean-engelstad Oct 8, 2024
3a8809a
fix complex step test and black reformat
sean-engelstad Oct 8, 2024
6bb23a5
clang google format
sean-engelstad Oct 8, 2024
e80be6d
clang format
sean-engelstad Oct 9, 2024
5ca229b
clang format headers
sean-engelstad Oct 9, 2024
bc7d5fc
remove extra print statement
sean-engelstad Oct 9, 2024
1530a40
switch from functors to virtual and overridden methods
sean-engelstad Oct 9, 2024
4d3aa62
documentation for the TACS GP constitutive class in constitutive.pyx
sean-engelstad Oct 12, 2024
0f71226
fix the documentation for local mode buckling predictions
sean-engelstad Oct 12, 2024
cbe7a3d
address new and delete[] issues, docstrings, cleanup examples, etc.
sean-engelstad Oct 18, 2024
7524984
remove redundant methods in constitutive.pyx
sean-engelstad Oct 21, 2024
eab0fb1
add cptrs in constitutive.pyx to make integration tests pass
sean-engelstad Oct 21, 2024
384fbdc
update docs and docstrings
sean-engelstad Oct 22, 2024
d2e7922
fix panel width docs
sean-engelstad Oct 22, 2024
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updated the closed form and axialGP examples
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sean-engelstad committed May 19, 2024
commit 82d9b13dafa50b1239961462b68b2a54e0eba116
4 changes: 2 additions & 2 deletions examples/gp_panel_buckling/1_closed_form_axial_modes.py
Original file line number Diff line number Diff line change
Expand Up @@ -57,8 +57,8 @@
n = 500
plt.style.use(niceplots.get_style())
rho0_vec = np.linspace(0.5, 10.0, n)
N11cr_vec = np.zeros((n,))
for gamma in [0.0, 0.1, 0.5, 4.0]:
N11cr_vec = np.zeros((n,), dtype=dtype)
for gamma in [0.0, 0.1, 0.5, 1.0]:
for i, rho0 in enumerate(rho0_vec):
N11cr_vec[i] = con.nondimCriticalGlobalAxialLoad(rho0, 1.0, gamma)
plt.plot(rho0_vec, N11cr_vec, label=f"gamma={gamma:.2f}")
Expand Down
2 changes: 1 addition & 1 deletion examples/gp_panel_buckling/2_axialGP.py
Original file line number Diff line number Diff line change
Expand Up @@ -66,7 +66,7 @@
plt.style.use(niceplots.get_style())
rho0_vec = np.linspace(0.5, 10.0, n)
N11cr_vec = np.zeros((n,), dtype=TACS.dtype)
for gamma in [0.0, 0.1, 0.5, 4.0]:
for gamma in [0.0, 0.1, 0.5, 1.0]:
for i, rho0 in enumerate(rho0_vec):
N11cr_vec[i] = con.nondimCriticalGlobalAxialLoad(rho0, 1.0, gamma, 0.0)
plt.plot(rho0_vec, N11cr_vec, label=f"gamma={gamma:.2f}")
Expand Down
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