<s>
pSeven	B-Algorithm
is	O
a	O
DSE	O
(	O
Design	O
Space	O
Exploration	O
)	O
software	O
platform	O
developed	O
by	O
DATADVANCE	B-Algorithm
that	O
features	O
design	O
,	O
simulation	O
and	O
analysis	O
capabilities	O
and	O
assists	O
in	O
design	O
decisions	O
.	O
</s>
<s>
It	O
provides	O
integration	O
with	O
third	O
party	O
CAD	B-Application
and	O
CAE	O
software	O
tools	O
,	O
multi-objective	O
and	O
robust	O
optimization	O
algorithms	O
,	O
data	B-General_Concept
analysis	I-General_Concept
,	O
and	O
uncertainty	O
quantification	O
tools	O
.	O
</s>
<s>
pSeven	B-Algorithm
comes	O
under	O
the	O
notion	O
of	O
PIDO	B-Algorithm
(	O
Process	O
Integration	O
and	O
Design	O
Optimization	O
)	O
software	O
.	O
</s>
<s>
Design	O
Space	O
Exploration	O
functionality	O
is	O
based	O
on	O
the	O
mathematical	O
algorithms	O
of	O
pSeven	B-Algorithm
Core	O
(	O
formerly	O
known	O
as	O
MACROS	O
)	O
Python	O
library	O
,	O
also	O
developed	O
by	O
DATADVANCE	B-Algorithm
.	O
</s>
<s>
The	O
foundation	O
for	O
the	O
pSeven	B-Algorithm
Core	O
library	O
as	O
pSeven	B-Algorithm
's	O
background	O
was	O
laid	O
in	O
2003	O
,	O
when	O
the	O
researchers	O
from	O
the	O
Institute	O
for	O
Information	O
Transmission	O
Problems	O
started	O
collaborating	O
with	O
Airbus	O
to	O
perform	O
R&D	O
in	O
the	O
domains	O
of	O
simulation	O
and	O
data	B-General_Concept
analysis	I-General_Concept
.	O
</s>
<s>
The	O
first	O
version	O
of	O
pSeven	B-Algorithm
Core	O
library	O
was	O
created	O
in	O
association	O
with	O
EADS	O
Innovation	O
Works	O
in	O
2009	O
.	O
</s>
<s>
Since	O
2012	O
,	O
pSeven	B-Algorithm
software	O
platform	O
for	O
simulation	O
automation	O
,	O
data	B-General_Concept
analysis	I-General_Concept
and	O
optimization	O
is	O
developed	O
and	O
marketed	O
by	O
DATADVANCE	B-Algorithm
,	O
incorporating	O
pSeven	B-Algorithm
Core	O
.	O
</s>
<s>
pSeven	B-Algorithm
's	O
functionality	O
can	O
be	O
divided	O
into	O
following	O
blocks	O
:	O
Data	O
&	O
Model	O
Analysis	O
,	O
Predictive	B-General_Concept
Modeling	I-General_Concept
,	O
Design	O
Optimization	O
and	O
Process	O
Integration	O
.	O
</s>
<s>
pSeven	B-Algorithm
provides	O
a	O
variety	O
of	O
tools	O
for	O
data	O
and	O
model	O
analysis	O
:	O
</s>
<s>
Uncertainty	O
Quantification	O
capabilities	O
in	O
pSeven	B-Algorithm
are	O
based	O
on	O
.	O
</s>
<s>
Dimension	B-Algorithm
reduction	I-Algorithm
is	O
the	O
process	O
of	O
reducing	O
the	O
number	O
of	O
random	O
variables	O
under	O
consideration	O
by	O
obtaining	O
a	O
set	O
of	O
principal	O
variables	O
.	O
</s>
<s>
Predictive	B-General_Concept
modeling	I-General_Concept
capabilities	O
in	O
pSeven	B-Algorithm
are	O
based	O
on	O
building	O
,	O
exploring	O
and	O
managing	O
approximation	O
models	O
.	O
</s>
<s>
pSeven	B-Algorithm
incorporates	O
several	O
proprietary	O
approximation	O
techniques	O
,	O
including	O
methods	O
for	O
ordered	O
and	O
structured	O
data	O
,	O
allowing	O
to	O
understand	O
behavior	O
of	O
user	O
's	O
system	O
with	O
minimal	O
costs	O
,	O
replace	O
expensive	O
computations	O
by	O
approximation	O
models	O
(	O
metamodels	O
,	O
RSM	O
,	O
surrogate	O
models	O
etc	O
.	O
)	O
</s>
<s>
Optimization	O
algorithms	O
implemented	O
in	O
pSeven	B-Algorithm
allow	O
solving	O
single	O
and	O
multi-objective	O
constrained	O
optimization	O
problems	O
as	O
well	O
as	O
robust	O
and	O
reliability	O
based	O
design	O
optimization	O
problems	O
.	O
</s>
<s>
Users	O
can	O
solve	O
both	O
engineering	O
optimization	O
problems	O
with	O
cheap	O
to	O
evaluate	O
semi-analytical	O
models	O
and	O
the	O
problems	O
with	O
expensive	O
(	O
in	O
terms	O
of	O
CPU	B-General_Concept
time	O
)	O
objective	O
functions	O
and	O
constraints	O
.	O
</s>
<s>
SmartSelection	O
technique	O
automatically	O
and	O
adaptively	O
selects	O
the	O
most	O
suitable	O
optimization	O
algorithm	O
for	O
a	O
given	O
optimization	O
problem	O
from	O
a	O
pool	O
of	O
optimization	O
methods	O
and	O
algorithms	O
in	O
pSeven	B-Algorithm
.	O
</s>
<s>
For	O
that	O
,	O
pSeven	B-Algorithm
provides	O
tools	O
to	O
build	O
and	O
automatically	O
run	O
the	O
workflow	O
,	O
to	O
configure	O
and	O
share	O
workflows	O
with	O
other	O
design	O
team	O
members	O
,	O
to	O
distribute	O
computation	O
over	O
different	O
computing	O
resources	O
,	O
including	O
HPC	O
.	O
</s>
<s>
Main	O
process	O
integration	O
tools	O
of	O
pSeven	B-Algorithm
:	O
</s>
<s>
CAD/CAE	O
integration	O
adapters	O
(	O
SolidWorks	B-Application
,	O
CATIA	B-Algorithm
,	O
NX	B-Algorithm
,	O
PTC	B-Application
Creo	I-Application
,	O
KOMPAS-3D	O
,	O
ANSYS	B-Application
Workbench	I-Application
)	O
,	O
CAE	O
solvers	O
and	O
other	O
engineering	O
tools	O
(	O
ANSYS	B-Application
Mechanical	O
,	O
ANSYS	B-Application
CFD	O
,	O
FloEFD	O
,	O
CST	O
Microwave	O
Studio	O
,	O
ADAMS	B-Application
,	O
Simulink	B-Application
,	O
MATLAB	B-Language
,	O
Scilab	B-Application
,	O
Abaqus	B-Algorithm
,	O
Unified	O
FEA	O
,	O
Nastran	B-Algorithm
,	O
LS-DYNA	B-Algorithm
,	O
Simcenter	B-Algorithm
STAR-CCM	I-Algorithm
+	I-Algorithm
,	O
OpenFOAM	B-Application
,	O
etc	O
.	O
)	O
</s>
<s>
pSeven	B-Algorithm
's	O
application	O
areas	O
are	O
different	O
industries	O
such	O
as	O
aerospace	O
,	O
automotive	O
,	O
energy	O
,	O
electronics	O
,	O
biomedical	O
and	O
others	O
.	O
</s>
