Optimal prediction and the Mori-Zwanzig representation of irreversible processes

被引:200
作者
Chorin, AJ
Hald, OH
Kupferman, R
机构
[1] Univ Calif Berkeley, Lawrence Berkeley Lab, Dept Math, Berkeley, CA 94720 USA
[2] Hebrew Univ Jerusalem, Inst Math, IL-91904 Jerusalem, Israel
关键词
D O I
10.1073/pnas.97.7.2968
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Optimal prediction methods compensate for a lack of resolution in the numerical solution of complex problems through the use of prior statistical information. We point out a relation between optimal prediction and the statistical mechanics of irreversible processes, and use a version of the Mori-Zwanzig formalism to produce a higher-order optimal prediction method.
引用
收藏
页码:2968 / 2973
页数:6
相关论文
共 10 条
[1]   Optimal prediction of underresolved dynamics [J].
Chorin, AJ ;
Kast, AP ;
Kupferman, R .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (08) :4094-4098
[2]  
Chorin AJ, 1999, COMMUN PUR APPL MATH, V52, P1231, DOI 10.1002/(SICI)1097-0312(199910)52:10<1231::AID-CPA3>3.0.CO
[3]  
2-C
[4]  
CHORIN AJ, LBNL44105
[5]  
CHORIN AJ, 1999, CONT MATH, V238, P53
[6]  
Chung KL., 1974, COURSE PROBABILITY T
[7]  
Evans D.J., 1990, STAT MECH NONEQUILIB
[8]   Optimal prediction and the Klein-Gordon equation [J].
Hald, OH .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (09) :4774-4779
[9]   TRANSPORT COLLECTIVE MOTION AND BROWNIAN MOTION [J].
MORI, H .
PROGRESS OF THEORETICAL PHYSICS, 1965, 33 (03) :423-+
[10]  
Zwanzig R., 1980, Systems Far from Equilibrium. Sitges Conference on Statistical Mechanics, P198, DOI 10.1007/BFb0025619