# RNN 1st Gen Model Advanced Emissions Solutions, Inc. Miscellaneous chemical products

Stock predictor AI models:
76.92% successful of 13 deals
$ 6.44 Last close price
at 18-oct-2021


Model's trade recommendations 2.77% Return for period

4.77% Annual return

$0.23B Market Cap

β 1.63  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 2.77%
52wk return 8.68%
52wk Range
Sortino ratio 0.72
Sharpe ratio 0.43
Norm. RMSE 0.35%
Downside risk 6.95%
Volatility 0.00%
  • 1.00 (9.04%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

Advanced Emissions Solutions, Inc. develops, offers and implements environmental technologies, equipment and specialty chemicals that enable coal-fueled power plants to meet emissions regulations. It operates in three principal business segments: Refined Coal, Emissions Control and CO2 capture. The company also offers dry sorbent injection systems to control SO2 and acid gases. It operates primarily in the United States along with its subsidiaries. Advanced Emissions Solutions, Inc. formerly known as ADA-ES, Inc., is based in Highlands Ranch, Colorado.

Industry sector: Industrial Products

Sector classification: Miscellaneous chemical products

Deep Learning based analysis and prediction model for Advanced Emissions Solutions, Inc. (ADES) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Oct. 2, 2015.

Market data for ADES model training are being downloaded from the Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are accounted for in this model in the form of the historical data coincided with outbreaks and other global events in the past used to train ML prediction model for ADES.

Model is being retrained on a daily basis.

Float 19M
P/E 7.09
Shares Outstanding 21M
% Held by Insiders 8.49%
% Held by Institutions 67.81%
EPS (last reported FY) $1.56
EPS (last reported Q) $0.60
EPS, estimated (last reported Q) $0.33
Total revenues $0 B
Net income $0 B