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ORCIDSrinivas Soumitri Miriyala
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Journal Articles
- 2023
[j3]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: 119063 (2023)- 2020
- [j2]Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Kishalay Mitra:
An Evolutionary Neuro-Fuzzy C-means Clustering Technique. Eng. Appl. Artif. Intell. 89: 103435 (2020) - 2018
- [j1]Srinivas Soumitri Miriyala, Venkat R. Subramanian, Kishalay Mitra:
TRANSFORM-ANN for online optimization of complex industrial processes: Casting process as case study. Eur. J. Oper. Res. 264(1): 294-309 (2018)
Conference and Workshop Papers
- 2024
- [c11]Utsav Tiwari, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran:
Edge Deployable Distributed Evolutionary Optimization based Calibration method for Neural Quantization. ICASSP 2024: 6240-6244 - [c10]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: 6260-6264 - [c9]Aakansha Mishra, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran:
Learning Representations from Explainable and Connectionist Approaches for Visual Question Answering. ICASSP 2024: 6420-6424 - 2023
- [c8]Prateek Keserwani, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran, Pradeep N. Shivamurthappa:
Receptive Field Reliant Zero-Cost Proxies for Neural Architecture Search. ICASSP 2023: 1-5 - 2020
- [c7]Srinivas Soumitri Miriyala, Kishalay Mitra:
Optimal Control using Evolutionary Algorithms through Neural network based TRANSFORMation. SSCI 2020: 1379-1386 - [c6]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: 1594-1600 - [c5]Ravi kiran Inapakurthi, Srinivas Soumitri Miriyala, Suryanarayana Kolluri, Kishalay Mitra:
Nonlinear Model Predictive Control of Industrial Grinding Circuits using Machine Learning. SSCI 2020: 1921-1927 - [c4]Srinivas Soumitri Miriyala, Subhankar Chowdhury, NagaSree Keerthi Pujari, Kishalay Mitra:
Optimally designed Variational Autoencoders for Efficient Wind Characteristics Modelling. SSCI 2020: 2869-2876 - [c3]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: 2885-2892 - [c2]NagaSree Keerthi Pujari, Srinivas Soumitri Miriyala, Kishalay Mitra:
Auto-tuned Deep Recurrent Neural Networks for Application in Wind Energy Conversion Systems. SSCI 2020: 3065-3072 - 2018
- [c1]Srinivas Soumitri Miriyala, Priyanka Devi Pantula, Lopamudra Giri, Kishalay Mitra:
Smart Data Analytics approach to model Complex Biochemical Oscillations in Hippocampal Neurons. EMBC 2018: 5045-5048
Coauthor Index
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