Sure,
You can check my earlier post on this.

  
    
    
    Can LSTM run multivariate time series? windows
  
  
    Yes you can use LSTM for time series data prediction. You can find alot of resources for that purpose. 
You can check this github repo for research papers and link for data resources. 
https://github.com/Alro10/deep-learning-time-series 
If you want to checkout for implementation you can also find that in below link. 
https://github.com/zhangxu0307/time_series_forecasting_pytorch 
https://github.com/KurochkinAlexey/ConvRNN 
https://stackoverflow.com/questions/56858924/multivariate-input-lstm-in…