Soumi Chaki

Spike timing–based coding in neuromimetic tactile system enables dynamic object classification

Libo Chen, Sanja Karilanova, Soumi Chaki et al. · Science · 2024 · 69 citations · Full text

Haptic Feedback, Haptic Technology, Motor Control +23

Well-Log and Seismic Data Integration for Reservoir Characterization: A Signal Processing and Machine-Learning Perspective

Soumi Chaki, Aurobinda Routray, William K. Mohanty · IEEE Signal Processing Magazine · 2018 · 68 citations

Engineering, Machine Learning, Seismic Wave +19

A Novel Preprocessing Scheme to Improve the Prediction of Sand Fraction From Seismic Attributes Using Neural Networks

Soumi Chaki, Aurobinda Routray, William K. Mohanty · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2015 · 38 citations · Full text

A probabilistic neural network (PNN) based framework for lithology classification using seismic attributes

Soumi Chaki, Aurobinda Routray, William K. Mohanty · Journal of Applied Geophysics · 2022 · 33 citations

Data Classification, Classification Method, Image Classification +10

Well tops guided prediction of reservoir properties using modular neural network concept: A case study from western onshore, India

Soumi Chaki, Akhilesh Verma, Aurobinda Routray et al. · Journal of Petroleum Science and Engineering · 2014 · 29 citations · Full text

Hydrogeology, Engineering, Water Resources +11