Is there a way to remove blank pages appearing between two chapters, in Appendix?
Your problem is that all chapters, whether they're in the appendix or not, default to starting on an odd-numbered page. You can try the
\let\cleardoublepage\clearpage command before your appendices to clear this behavior or use a different document class (try memoir maybe?).