Siddharth Misra

Unsupervised learning monitors the carbon-dioxide plume in the subsurface carbon storage reservoir

Keyla Gonzalez, Siddharth Misra · Expert Systems with Applications · 2022 · 35 citations · Full text

Learning Monitors, Petroleum Reservoir, Carbon Sequestration +6

Robust machine-learning workflow for subsurface geomechanical characterization and comparison against popular empirical correlations

Hao Li, Siddharth Misra · Expert Systems with Applications · 2021 · 31 citations · Full text

Geotechnical Engineering, Popular Empirical Correlations, Engineering +11

Viscosity prediction using image processing and supervised learning

Matteo Caponi, Adam B. Cox, Siddharth Misra · Fuel · 2023 · 25 citations

Viscoplastic Fluid, Machine Vision, Image Analysis +6

Visualization of hydraulic fracture using physics-informed clustering to process ultrasonic shear waves

Aditya Chakravarty, Siddharth Misra, Satish Chandra · International Journal of Rock Mechanics and Mining Sciences · 2020 · 23 citations · Full text

Stress Wave, Engineering, Ultrasonic Shear Waves +11

Unsupervised learning from three-component accelerometer data to monitor the spatiotemporal evolution of meso-scale hydraulic fractures

Aditya Chakravarty, Siddharth Misra · International Journal of Rock Mechanics and Mining Sciences · 2022 · 20 citations · Full text

Engineering, Machine Learning, Data Science +8