Keywords: مدل های پارامترهای توزیع شده; Geothermal reservoir modeling; Lumped-parameter models; Machine learning; Complexity analysis; Information criterion; Complexity reduction algorithm; Switch-back method; Model selection; K-means clustering algorithm;