Smart Data Analytics approach to model Complex Biochemical Oscillations in Hippocampal Neurons. - Srinivas Soumitri Miriyala; Priyanka Devi Pantula; Lopamudra Giri; Kishalay Mitra (EMBC, 2018)

TRANSFORM-ANN for online optimization of complex industrial processes: Casting process as case study. - Srinivas Soumitri Miriyala; Venkat R. Subramanian 001; Kishalay Mitra (Eur. J. Oper. Res., 2018)

Nonlinear Model Predictive Control of Industrial Grinding Circuits using Machine Learning. - Ravi kiran Inapakurthi; Srinivas Soumitri Miriyala; Suryanarayana Kolluri; Kishalay Mitra (SSCI, 2020)

Uncertainty quantification using Auto-tuned Surrogates of CFD model Simulating Supersonic flow over tactical missile body. - Srinivas Soumitri Miriyala; Raja Banerjee; Kishalay Mitra (SSCI, 2020)

Optimally designed Variational Autoencoders for Efficient Wind Characteristics Modelling. - Srinivas Soumitri Miriyala; Subhankar Chowdhury; NagaSree Keerthi Pujari; Kishalay Mitra (SSCI, 2020)

Optimal Control using Evolutionary Algorithms through Neural network based TRANSFORMation. - Srinivas Soumitri Miriyala; Kishalay Mitra (SSCI, 2020)

Synchronicity Identification in Hippocampal Neurons using Artificial Neural Network assisted Fuzzy C-means Clustering. - Priyanka Devi Pantula; Srinivas Soumitri Miriyala; Lopamudra Giri; Kishalay Mitra (SSCI, 2020)

Auto-tuned Deep Recurrent Neural Networks for Application in Wind Energy Conversion Systems. - NagaSree Keerthi Pujari; Srinivas Soumitri Miriyala; Kishalay Mitra (SSCI, 2020)

An Evolutionary Neuro-Fuzzy C-means Clustering Technique. - Priyanka Devi Pantula; Srinivas Soumitri Miriyala; Kishalay Mitra (Eng. Appl. Artif. Intell., 2020)

Receptive Field Reliant Zero-Cost Proxies for Neural Architecture Search. - Prateek Keserwani; Srinivas Soumitri Miriyala; Vikram Nelvoy Rajendiran; Pradeep N. Shivamurthappa (ICASSP, 2023)

Better wind forecasting using Evolutionary Neural Architecture search driven Green Deep Learning. - NagaSree Keerthi Pujari; Srinivas Soumitri Miriyala; Prateek Mittal; Kishalay Mitra (Expert Syst. Appl., 2023)

Mixed Precision Neural Quantization with Multi-Objective Bayesian Optimization for on-Device Deployment. - Srinivas Soumitri Miriyala; P. K. Suhas; Utsav Tiwari; Vikram Nelvoy Rajendiran (ICASSP, 2024)

Learning Representations from Explainable and Connectionist Approaches for Visual Question Answering. - Aakansha Mishra; Srinivas Soumitri Miriyala; Vikram Nelvoy Rajendiran (ICASSP, 2024)

Edge Deployable Distributed Evolutionary Optimization based Calibration method for Neural Quantization. - Utsav Tiwari; Srinivas Soumitri Miriyala; Vikram Nelvoy Rajendiran (ICASSP, 2024)

Efficient Visual Question Answering on Embedded Devices: Cross-Modality Attention With Evolutionary Quantization. - Aakansha Mishra; Aditya Agarwala; Utsav Tiwari; Vikram Nelvoy Rajendiran; Srinivas Soumitri Miriyala (ICIP, 2024)

Mobile-friendly Image de-noising: Hardware Conscious Optimization for Edge Application. - Srinivas Soumitri Miriyala; Sowmya Vajrala; Hitesh Kumar; Sravanth Kodavanti; Vikram Nelvoy Rajendiran (ICASSP, 2025)