Srinivas Soumitri Miriyala

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Industrial Processes

Nonlinear Model Predictive Control

Top Venues

Eng. Appl. Artif. Intell.

Expert Syst. Appl.

Publications

Aakansha Mishra, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran
Learning Representations from Explainable and Connectionist Approaches for Visual Question Answering. ICASSP (2024)
Srinivas Soumitri Miriyala, P. K. Suhas, Utsav Tiwari, Vikram Nelvoy Rajendiran
Mixed Precision Neural Quantization with Multi-Objective Bayesian Optimization for on-Device Deployment. ICASSP (2024)
Utsav Tiwari, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran
Edge Deployable Distributed Evolutionary Optimization based Calibration method for Neural Quantization. ICASSP (2024)
Prateek Keserwani, Srinivas Soumitri Miriyala, Vikram N. Rajendiran, Pradeep N. Shivamurthappa
Receptive Field Reliant Zero-Cost Proxies for Neural Architecture Search. ICASSP (2023)
NagaSree Keerthi Pujari, Srinivas Soumitri Miriyala, Prateek Mittal, Kishalay Mitra
Better wind forecasting using Evolutionary Neural Architecture search driven Green Deep Learning. Expert Syst. Appl. 214 (2023)
Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Kishalay Mitra
An Evolutionary Neuro-Fuzzy C-means Clustering Technique. Eng. Appl. Artif. Intell. 89 (2020)
Ravi kiran Inapakurthi, Srinivas Soumitri Miriyala, Suryanarayana Kolluri, Kishalay Mitra
Nonlinear Model Predictive Control of Industrial Grinding Circuits using Machine Learning. SSCI (2020)
NagaSree Keerthi Pujari, Srinivas Soumitri Miriyala, Kishalay Mitra
Auto-tuned Deep Recurrent Neural Networks for Application in Wind Energy Conversion Systems. SSCI (2020)
Srinivas Soumitri Miriyala, Subhankar Chowdhury, NagaSree Keerthi Pujari, Kishalay Mitra
Optimally designed Variational Autoencoders for Efficient Wind Characteristics Modelling. SSCI (2020)
Srinivas Soumitri Miriyala, Kishalay Mitra
Optimal Control using Evolutionary Algorithms through Neural network based TRANSFORMation. SSCI (2020)
Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Lopamudra Giri, Kishalay Mitra
Synchronicity Identification in Hippocampal Neurons using Artificial Neural Network assisted Fuzzy C-means Clustering. SSCI (2020)
Srinivas Soumitri Miriyala, Raja Banerjee, Kishalay Mitra
Uncertainty quantification using Auto-tuned Surrogates of CFD model Simulating Supersonic flow over tactical missile body. SSCI (2020)
Srinivas Soumitri Miriyala, Venkat Subramanian, Kishalay Mitra
TRANSFORM-ANN for online optimization of complex industrial processes: Casting process as case study. Eur. J. Oper. Res. 264 (1) (2018)
Srinivas Soumitri Miriyala, Priyanka Devi Pantula, Lopamudra Giri, Kishalay Mitra
Smart Data Analytics approach to model Complex Biochemical Oscillations in Hippocampal Neurons. EMBC (2018)