TY  - EJOU
AU  - Afrin, Nazia 
AU  - Lopez, Jonathan 
AU  - Ocampo, Juan 

TI  - KRIGING SURROGATE BASED OPTIMIZATION OF THERMAL DAMAGE TO  LIVING BIOLOGICAL TISSUES BY LASER IRRADIATION BASED ON A  GENERALIZED DUAL PHASE LAG MODEL
T2  - Frontiers in Heat and Mass Transfer

PY  - 2022
VL  - 18
IS  - 1
SN  - 2151-8629

AB  - Large number of numerical computer simulations in engineering places is a serious burden on associated optimization problems nowadays. Kriging 
Surrogate based optimization (KSBO) becomes standard practice in analyzing expensive and time-consuming simulation. This paper aims to 
investigate the surrogate based analyze and optimization of thermal damage in living biological tissue by laser irradiation using a generalized duel 
phase model. The relationships of maximum temperature and thermal damage in living biological tissues of the response with two variables at a time 
are studied. The result shows that the surrogate model predicted response variables i.e, temperature and thermal damage are in good agreement 
with the original values. This result will help to predict the thermal damage and temperature of living tissue without solving the large numeric 
computer simulation rather using surrogate kriging model.
KW  - <i>Living tissue
KW  -  thermal damage
KW  -  Kriging Surrogate model</i>

DO  - 10.5098/hmt.18.46