Reservoir Characterization: A Machine Learning Approach. - Soumi Chaki (CoRR, 2015)

A Novel Pre-processing Scheme to Improve the Prediction of Sand Fraction from Seismic Attributes using Neural Networks. - Soumi Chaki; Aurobinda Routray; William K. Mohanty (CoRR, 2015)

Well Tops Guided Prediction of Reservoir Properties using Modular Neural Network Concept A Case Study from Western Onshore, India. - Soumi Chaki; Akhilesh K. Verma; Aurobinda Routray; William K. Mohanty; Mamata Jenamani (CoRR, 2015)

Quantification of sand fraction from seismic attributes using Neuro-Fuzzy approach. - Akhilesh K. Verma; Soumi Chaki; Aurobinda Routray; William K. Mohanty; Mamata Jenamani (CoRR, 2015)

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 J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Development of a hybrid learning system based on SVM, ANFIS and domain knowledge: DKFIS. - Soumi Chaki; Aurobinda Routray; William K. Mohanty; Mamata Jenamani (CoRR, 2016)

A novel multiclassSVM based framework to classify lithology from well logs: a real-world application. - Soumi Chaki; Aurobinda Routray; William K. Mohanty; Mamata Jenamani (CoRR, 2016)

A Novel Framework based on SVDD to Classify Water Saturation from Seismic Attributes. - Soumi Chaki; Akhilesh Kumar Verma; Aurobinda Routray; William K. Mohanty; Mamata Jenamani (CoRR, 2016)

A One class Classifier based Framework using SVDD : Application to an Imbalanced Geological Dataset. - Soumi Chaki; Akhilesh Kumar Verma; Aurobinda Routray; William K. Mohanty; Mamata Jenamani (CoRR, 2016)

A Diffusion Filter Based Scheme to Denoise Seismic Attributes and Improve Predicted Porosity Volume. - Soumi Chaki; Aurobinda Routray; William K. Mohanty (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A Variational Mode Decomposition Based Novel Preprocessing Method for Reservoir Characterization Using Support Vector Regression. - Soumi Chaki; Aurobinda Routray; William K. Mohanty (IGARSS, 2018)

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 Process. Mag., 2018)

A Novel Preprocessing Method Based on Variational Mode Decomposition for Reservoir Characterization Using Support Vector Regression. - Soumi Chaki; Aurobinda Routray; William K. Mohanty (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Communication Trade-offs in Federated Learning of Spiking Neural Networks. - Soumi Chaki; David Weinberg; Ayça Özcelikkale (CoRR, 2023)