More Related Content Similar to Mathematical Modeling with Python: Talks and Workshops Similar to Mathematical Modeling with Python: Talks and Workshops (20) Mathematical Modeling with Python: Talks and Workshops4. >0#)0=77($)!
8#0!?A%0.-#B.!C>3?D
E F6(B#2!G+H?!=$B!'*%!I7(5!,%&'#0!Cquot;>3?D
E JBBK#$,!80#7!'*%!I%B6!,%&'#0!C%I)I!
L>.'*#$D
E ?B6K,()!=0&*(A%!='!>.'*#$I#0)
E MI!4*6''5%N#0'*!7='0(O!CP6,=,=I#0)!%'&ID
E JI!/=.!7='0(O!C+.$=-##P2!QH>quot;!%'&ID
E /I!10$%0!7='0(O!CR>3?!%'&ID
E JI!4(%)%5!7='0(O!C>.)%#!%'&ID
E S!=$B!,#!#$!C%A%0.!T)$6!7='*!'%=&*%0U!
)%',!=!T7='0(OU!=$B!=VV5(%,!=!T,V($U!W!/1X,!
$=7%,V=&%D
! ! 5. Q/2!,#!N*#!=7!G!'*%$@
4YJZY[!quot;*(&=)#
MQL?[!>#0'5=$B
MQL?[!Z#7%
MQL?[!]5#0(B=
MQL?[!>*(5(VV($%,
MQL?[!>0($&%'#$S!!!!C5#',!#8!MQL?,D
! ! 6. 4#$!#8!J]4quot;!N#0P!&=7V!5%=B%0,!($!M(B%=,'!C](,&*%0!A,I!
4V=,,P.D2!!quot;#$%&$'#(#')*quot;quot;+,quot;)-,.quot;!CN0('%02!%B('#0D2!&5%0P!
#8!J]4quot;!.#6'*!V0#)0=7!CHJJ>D2!^>_M!B%5%)='%!'#!J]4quot;
J]4quot;!`!J7%0(&=$!]0(%$B,!4%0A(&%!quot;#77(''%%2!^#-%5!
>%=&%!>0(a%!bc3;2!^>_M!`!^#0'*!>=&(8(&!_%=05.!M%%'($)
! ! 7. H##P($)!-=&P[!!4'I!+#7($(&!J&=B%7.!Cd%0,%.!quot;('.2!
bcebD2!J7%0(&=$,!8#0!quot;(A(&!>=0'(&(V='(#$!C<=,*I!+quot;D2!
M&F0=NKR(55!C^%N!_#0P!quot;('.2!bce3D!quot;%$'%0!8#0!10-=$!
?B6&='(#$!C>+fD!g]G!N%-7=,'%0!b,'!G$'%0$='(#$=5!
quot;#$8%0%$&%!#$!g6&P.!g=55,!C4=$'=!g=0-=0=2!bcchD!
F?^G!quot;%$'%$$(=5!CbcciD!>=05(=7%$'!#8!<#05B!
Z%5()(#$,!Cquot;=V%!Y#N$2!bcccD2!Og=,%!V0#)0=77%0!
CBg=,%!'*%$!]#O>0#D2!,'6B%$'!#8!>.'*#$!C,'=0'($)!
>.'*#$!bIODI
! ! 13. M=$.!5=$)6=)%,!&=$!B#!('S
>.'*#$!(,!=!
T)56%U!5=$)6=)%
>.'*#$!V5=.,!N%55!
Y*%!$=7%!#8!'*%!
N('*!#'*%0,
)=7%!(,[!!!
*/0,123,1$4#5#06I
%I)I!765'(V5%!LRHH,!
'=0)%'($)!'*%!,=7%!
LMI
! ! 15. g655X,!?.%[!!J(7($)!8#0!n%0#
CP%%V($)!('!A%0.!*()*!5%A%5D
/?_[
^!`!^='60=5
n!`!G$'%)%0
o!`!Z='(#$=5!
Z!`!Z%=5
quot;!`!quot;#7V5%O
TM='*!(,!=$!?O'%$,(-5%!Y.V%!4.,'%7U!W!/I!10$%0
TM='*,!=0%!?O'%$,(-5%!Y.V%!4.,'%7,U!W!1I/I!A%0,(#$
! ! 16. H%O(&=5!A%0,6,!F0=V*(&=5[
8($B($)!'*%!0()*'!-=5=$&%
7,(08!!6,($)!,'0($)IY%7V5='%!'#!
($'%0V#5='%!($'#!>QLKZ=.X,!,&%$%!
B%,&0(V'(#$!5=$)6=)%!!!429,8!!=$!
fh+!A(,6=5(a='(#$!($!]56O>5=.%02!
=5,#!'%7V5='%!B0(A%$I
! ! 22. H%O(&=5KF0=V*(&=5!g0(B)%!YN#[
L%&'#0,2!?B)%,!q!]=&%,
($!=!quot;#7V6'='(#$=5!
F%#7%'0.
A%&'#02!,&=5=0 f_n2!quot;quot;>
A:!k!Ab!C!ll=BBll!D L!k!]!`!?!k!9
,!r!A:!C!ll765ll!D %B)%,2!,608=&%2!
A#567%
+%,&=0'%,2!R=7(5'#$2!
F(--,2!F0=,,7=$$2! ,V($2!,&=5%2!
quot;5(88#0B!%'!=5 '0=$,5='%
p6=B0=.,2! 5($%=0!=5)%-0=
p6='%0$(#$,!
! ! 28. H%O(&=5KF0=V*(&=5!g0(B)%!Y*0%%[
F%#)0=V*.
Yquot;>sG>
FG4!s!F>4
G$'%0$%'
4oH
^%'N#0P,
fMHKZ>quot;
F4Y
JdJf
J,'0#$#7.
quot;FG
>*.,(&,
quot;5(%$'!,(B%
F%#&=&*($)
4%0A%0!,(B%
460A%.($)
<%-!,%0A(&%,
! ! 29. 4oH!k!quot;FG[
=!T-=0%!-#$%,U!-%)($$($)
*''V[ssNNNI3B,#56'(#$,I$%'s#&$s)%#p6(aI*'75
! ! 32. M#0%!0%&%$'!=6'#-(#S
?60#>.'*#$!9::i!Cquot;*=57%0,D[!!>.'*#$(&!M='*2!R>3?!5($P,
Q4quot;Q^!9::i!C>+fD![!!]0(%$B,!#8!]655%0!!!!!!#V%$!,#60&%
4*6''5%N#0'*!]#6$B='(#$!9::t!CH#$B#$D[!!/6,=,=!V0#j%&'
! ! 33. E!H%,,!0%5(=$&%!#$!%OV%0'!=6'*#0('(%,!CV%%0,!'%=&*($)!V%%0,D
E!J!8#&6,!#$!7#B%5($)2!%$B#N($)!#-j%&',!N('*!-%*=A(#0,
E!G77%0,(A%!%$A(0#$7%$',!(7V5%7%$'%B!($!,#8'N=0%
E!4'6B%$',!B%7#$,'0='%!'*%(0!=-(5('.!'#!5%=0$!=$B!=VV5.!
!!'##5,!N('*#6'!-%($)!'##!=''=&*%B!'#!=$.!,V%&(8(&!'##5
! J!V0#j%&'!#8!Y*%!4*6''5%N#0'*!]#6$B='(#$
! 34. >3?!($!>+f
E!!9::3[!
!:9,/0+1,quot;)#/);3,/)<2+1',!C,=[D!!<%,'!>0%&($&'2!R>+!!
dI!quot;#55#0B!q!/I!10$%0
E!9::i!W!9::t[!!
>.'*#$!m!<($'%0*=A%$!>6-5(&!4&*##5!/I!10$%0
E!9::i!W!9::;[!
>.'*#$(&!7='*!<,%,!C,=[D!QFG2!>41!/I!10$%0
4='60B=.!J&=B%7.[!!0%&06('($)!$%N!4(5(&#$!]#0%,'%0,
! ! 35. M#B%52!L(%N2!quot;#$'0#55%0
M#B%5[!V#5.*%B0=IV.!!!L(%N,[!!L>.'*#$2!>QLKZ=.2!fh+!!quot;#$'0#55%0[!!!r'#.aIV.
*''V[ssNNNI3B,#56'(#$,I$%'s#&$s&V3%I*'75
! ! 36. 5/*+)/,$!6789!!
=2//,'0#/>)0?,)@20quot;8))!A,1#'$/)B1$/quot;',/:,/0$5#quot;A)C,,0quot;)&60?2/#')C$0?!
-.!/(0-.!10$%02!d6$%!9::;
*''V[ssNNNI3B,#56'(#$,I$%'sV0%,%$'='(#$,s60$%0l%60#V.'*#$l9::;IVB8
Y*%,%!,5(B%,[!!
*''V[ssNNNI3B,#56'(#$,I$%'sV0%,%$'='(#$,s&#$$%&'($)'*%B#',IVB8
! !