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Javier Mauricio Duarte
inference
Commits
8cb14e20
Commit
8cb14e20
authored
Mar 08, 2022
by
Javier Duarte
Browse files
additional basis points as used in B2G-22-003
parent
bea33012
Pipeline
#3676424
skipped with stage
Changes
1
Pipelines
1
Hide whitespace changes
Inline
Side-by-side
dhi/models/hh_model_boosted.py
View file @
8cb14e20
...
...
@@ -42,12 +42,16 @@ class BoostedVBFSample(DefaultVBFSample):
# note that all samples listed here are used by model_boosted below
boosted_ggf_samples
=
OrderedDict
()
add_boosted_ggf_sample
=
_create_add_sample_func
(
BoostedGGFSample
,
boosted_ggf_samples
)
add_boosted_ggf_sample
(
kl
=
0.0
,
kt
=
1.0
,
xs
=
0.069725
,
label
=
"boosted_ggHH_kl_0_kt_1"
)
add_boosted_ggf_sample
(
kl
=
1.0
,
kt
=
1.0
,
xs
=
0.031047
,
label
=
"boosted_ggHH_kl_1_kt_1"
)
add_boosted_ggf_sample
(
kl
=
2.45
,
kt
=
1.0
,
xs
=
0.013124
,
label
=
"boosted_ggHH_kl_2p45_kt_1"
)
add_boosted_ggf_sample
(
kl
=
5.0
,
kt
=
1.0
,
xs
=
0.091172
,
label
=
"boosted_ggHH_kl_5_kt_1"
)
#
two
additional base points for stabilizing signal pdfs
# additional base points for stabilizing signal pdfs
add_boosted_ggf_sample
(
kl
=-
10.0
,
kt
=
1.0
,
xs
=
1.638123
,
label
=
"boosted_ggHH_kl_m10_kt_1"
)
add_boosted_ggf_sample
(
kl
=
20.0
,
kt
=
1.0
,
xs
=
3.378093
,
label
=
"boosted_ggHH_kl_20_kt_1"
)
add_boosted_ggf_sample
(
kl
=-
15.0
,
kt
=
1.0
,
xs
=
3.227967
,
label
=
"boosted_ggHH_kl_m15_kt_1"
)
add_boosted_ggf_sample
(
kl
=
25.0
,
kt
=
1.0
,
xs
=
5.547927
,
label
=
"boosted_ggHH_kl_25_kt_1"
)
add_boosted_ggf_sample
(
kl
=-
3.0
,
kt
=
1.0
,
xs
=
0.314664
,
label
=
"boosted_ggHH_kl_m3_kt_1"
)
# boosted vbf samples
# note that all samples listed here are used by model_boosted below
...
...
@@ -58,12 +62,16 @@ add_boosted_vbf_sample(CV=1.0, C2V=1.0, kl=0.0, xs=0.0046089, label="boosted_qqH
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
1.0
,
kl
=
2.0
,
xs
=
0.0014228
,
label
=
"boosted_qqHH_CV_1_C2V_1_kl_2"
)
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
0.0
,
kl
=
1.0
,
xs
=
0.0270800
,
label
=
"boosted_qqHH_CV_1_C2V_0_kl_1"
)
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
2.0
,
kl
=
1.0
,
xs
=
0.0142178
,
label
=
"boosted_qqHH_CV_1_C2V_2_kl_1"
)
add_boosted_vbf_sample
(
CV
=
0.5
,
C2V
=
1.0
,
kl
=
1.0
,
xs
=
0.0108237
,
label
=
"boosted_qqHH_CV_0p5_C2V_1_kl_1"
)
add_boosted_vbf_sample
(
CV
=
1.5
,
C2V
=
1.0
,
kl
=
1.0
,
xs
=
0.0660185
,
label
=
"boosted_qqHH_CV_1p5_C2V_1_kl_1"
)
#
four
additional base points for stabilizing signal pdfs
# additional base points for stabilizing signal pdfs
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
2.0
,
kl
=-
10.0
,
xs
=
0.1149221
,
label
=
"boosted_qqHH_CV_1_C2V_2_kl_m10"
)
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
2.0
,
kl
=
20.0
,
xs
=
0.5754886
,
label
=
"boosted_qqHH_CV_1_C2V_2_kl_20"
)
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
0.0
,
kl
=-
10.0
,
xs
=
0.2735665
,
label
=
"boosted_qqHH_CV_1_C2V_0_kl_m10"
)
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
0.0
,
kl
=
20.0
,
xs
=
0.3365450
,
label
=
"boosted_qqHH_CV_1_C2V_0_kl_20"
)
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
1.5
,
kl
=-
15.0
,
xs
=
0.3059198
,
label
=
"boosted_qqHH_CV_1_C2V_1p5_kl_m15"
)
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
0.5
,
kl
=
25.0
,
xs
=
0.6348751
,
label
=
"boosted_qqHH_CV_1_C2V_0p5_kl_25"
)
add_boosted_vbf_sample
(
CV
=
1.0
,
C2V
=
1.0
,
kl
=-
3.0
,
xs
=
0.0287358
,
label
=
"boosted_qqHH_CV_1_C2V_1_kl_m3"
)
####################################################################################################
...
...
@@ -148,6 +156,6 @@ model_boosted_closure = create_model("model_boosted_closure",
model_boosted
=
create_model
(
"model_boosted"
,
ggf
=
model_boosted_closure
.
ggf_formula
.
samples
,
vbf
=
model_boosted_closure
.
vbf_formula
.
samples
,
boosted_ggf
=
list
(
boosted_ggf_samples
.
values
()),
# use all
boosted_vbf
=
list
(
boosted_vbf_samples
.
values
()),
# use all
boosted_ggf
=
[
key
for
key
in
boosted_ggf_samples
.
keys
()
if
key
not
in
[(
-
3
,
1
),
(
1
,
0
)]],
# no (-3, 1), (1, 0)
boosted_vbf
=
[
key
for
key
in
boosted_vbf_samples
.
keys
()
if
key
not
in
[(
1
,
1
,
-
3
),
(
0.5
,
1
,
1
)]]
,
# no (1, 1, -3), (0.5, 1, 1)
)
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