Imdad Ullah (Ph.D.)
@uimdad.bsky.social
Political Science → Strategic Studies → War | Disruptive Technologies | New Forms of Warfare | Data Science @ReDI School → DataViz, AI & ML, Forecasting | Scientific Management. Past @unierfurt, @QAU and @NUST
📊 Forecasting Russian Losses (Personnel)-2026: Machine Learning Analysis of the Trajectory of the Russia-Ukraine War
Status Quo: 367,937
Linear Trend: 499,651
ARIMA Cycles: 348,730
#MachineLearning #StatisticalModelling #MilitaryAnalysis #Forecasting #Time-Series #WarInUkraine #DataVisualization
Status Quo: 367,937
Linear Trend: 499,651
ARIMA Cycles: 348,730
#MachineLearning #StatisticalModelling #MilitaryAnalysis #Forecasting #Time-Series #WarInUkraine #DataVisualization
December 14, 2025 at 5:27 PM
📊 Forecasting Russian Losses (Personnel)-2026: Machine Learning Analysis of the Trajectory of the Russia-Ukraine War
Status Quo: 367,937
Linear Trend: 499,651
ARIMA Cycles: 348,730
#MachineLearning #StatisticalModelling #MilitaryAnalysis #Forecasting #Time-Series #WarInUkraine #DataVisualization
Status Quo: 367,937
Linear Trend: 499,651
ARIMA Cycles: 348,730
#MachineLearning #StatisticalModelling #MilitaryAnalysis #Forecasting #Time-Series #WarInUkraine #DataVisualization
Given the growing dominance of drones on contemporary battlefields, the U.S. National Security Strategy, 2025, calls for expanding the production and integration of drones across the U.S. military. #DroneWarfare #ModernWarfare #FutureOfWar #SecurityStudies #MilitaryStrategy
December 12, 2025 at 11:03 AM
Given the growing dominance of drones on contemporary battlefields, the U.S. National Security Strategy, 2025, calls for expanding the production and integration of drones across the U.S. military. #DroneWarfare #ModernWarfare #FutureOfWar #SecurityStudies #MilitaryStrategy
Erkenntnisse vom Schlachtfeld legen nahe, dass Drohnen mittlerweile das Kampfgeschehen im Bereich gepanzerter Systeme im Russland-Ukraine-Krieg dominieren.
#RusslandUkraineKrieg #Drohnenkrieg #UnbemannteSysteme #Militärtechnik #Konfliktforschung #ModerneKriegsführung #Forschung
#RusslandUkraineKrieg #Drohnenkrieg #UnbemannteSysteme #Militärtechnik #Konfliktforschung #ModerneKriegsführung #Forschung
December 10, 2025 at 4:49 PM
Erkenntnisse vom Schlachtfeld legen nahe, dass Drohnen mittlerweile das Kampfgeschehen im Bereich gepanzerter Systeme im Russland-Ukraine-Krieg dominieren.
#RusslandUkraineKrieg #Drohnenkrieg #UnbemannteSysteme #Militärtechnik #Konfliktforschung #ModerneKriegsführung #Forschung
#RusslandUkraineKrieg #Drohnenkrieg #UnbemannteSysteme #Militärtechnik #Konfliktforschung #ModerneKriegsführung #Forschung