Neural network support of the Monte Carlo method

✍ Scribed by L. Kul̵ak; K. Sienicki; C. Bojarski

• Publisher: Elsevier Science
• Year: 1994
• Tongue: English
• Weight: 339 KB
• Volume: 223
• Category: Article
• ISSN: 0009-2614
• DOI: 10.1016/0009-2614(94)00411-0

✦ Synopsis

We have presented a neural network forecasting of the Monte Carlo solution of the master equation. Using the back-propagation neural network we have shown that for a limited number of Monte Carlo simulations one can forecast approximate solutions for an infinite number of molecules participating in physical processes.