Siddharth Misra

Prediction of Subsurface NMR T2 Distributions in a Shale Petroleum System Using Variational Autoencoder-Based Neural Networks

Hao Li, Siddharth Misra · IEEE Geoscience and Remote Sensing Letters · 2017 · 86 citations

Engineering, Machine Learning, Neural Network +22

Interfacial polarization of disseminated conductive minerals in absence of redox-active species — Part 1: Mechanistic model and validation

Siddharth Misra, Carlos Torres‐Verdín, A. Revil et al. · Geophysics · 2016 · 80 citations

Machine learning for locating organic matter and pores in scanning electron microscopy images of organic-rich shales

Yaokun Wu, Siddharth Misra, Carl Sondergeld et al. · Fuel · 2019 · 76 citations

Image Analysis, Machine Learning, Data Science +11

Relative permeability estimates for Wolfcamp and Eagle Ford shale samples from oil, gas and condensate windows using adsorption-desorption measurements

Shiv Prakash Ojha, Siddharth Misra, Ali Tinni et al. · Fuel · 2017 · 75 citations

Petroleum Reservoir, Environmental Chemistry, Pore Structure +9

When Petrophysics Meets Big Data: What can Machine Do?

Chicheng Xu, Siddharth Misra, Poorna Srinivasan et al. · SPE Middle East Oil and Gas Show and Conference · 2019 · 71 citations

Engineering, Machine Learning, Big Data Analytics +23