The conclusion of the paper can be a new paragraph, not necessarily a new page. Conclusion is "conclusion", sometimes written as "conclusion", which can be named according to the specific situation, and the conclusion is a part of the text. The conclusion should summarize the key points of this paper and show what effect the paper wants to achieve. Finally, thanks again. References are generally after the conclusion. Thank you can also be called "postscript", mainly to thank the people who helped you, and to thank the meaningful things that happened in the process of writing the paper. Thank you. It's not in the text. Ordinary academic papers can reach a conclusion, so there is no need to thank them. Papers must have conclusions and thanks.