Srinivas Soumitri Miriyala

发表

Recurrent neural networks based modelling of industrial grinding operation

Ravi Kiran Inapakurthi, Srinivas Soumitri Miriyala, Kishalay Mitra, 2020, Chemical Engineering Science.

An Evolutionary Neuro-Fuzzy C-means Clustering Technique

Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Kishalay Mitra, 2020, Eng. Appl. Artif. Intell..

Enabling online optimization and control of complex models through smart surrogates based on ANNs

Srinivas Soumitri Miriyala, Kishalay Mitra, Saptarshi Majumdar, 2016, 2016 Indian Control Conference (ICC).

Simultaneous knowledge discovery and development of smart neuro-fuzzy surrogates for online optimization of computationally expensive models

Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Kishalay Mitra, 2017, 2017 Indian Control Conference (ICC).

Auto-tuned Deep Recurrent Neural Networks for Application in Wind Energy Conversion Systems

Srinivas Soumitri Miriyala, Kishalay Mitra, NagaSree Keerthi Pujari, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

TRANSFORM-ANN for online optimization of complex industrial processes: Casting process as case study

Kishalay Mitra, Srinivas Soumitri Miriyala, Venkat Subramanian, 2018, Eur. J. Oper. Res..

Optimally designed Variational Autoencoders for Efficient Wind Characteristics Modelling

Srinivas Soumitri Miriyala, Kishalay Mitra, NagaSree Keerthi Pujari, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

Data Driven Robust Optimization for Supply Chain Planning Models

Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Kishalay Mitra, 2019, 2019 Sixth Indian Control Conference (ICC).

KERNEL: Enabler to build smart surrogates for online optimization and knowledge discovery

Priyanka Devi Pantula, Kishalay Mitra, Srinivas Soumitri Miriyala, 2017 .

Comparative study of surrogate approaches while optimizing computationally expensive reaction networks

Kishalay Mitra, Prateek Mittal, Srinivas Soumitri Miriyala, 2016 .

A Proposal for Parameter-Free Surrogate Building Algorithm Using Artificial Neural Networks

Srinivas Soumitri Miriyala, Kishalay Mitra, K. Mitra, 2022, Research Anthology on Artificial Neural Network Applications.

Comparative Study of Optimal Long Short Term Memory Networks for One Day Ahead Solar Irradiance Hourly Forecast

Srinivas Soumitri Miriyala, Kishalay Mitra, Sree Harsha Nagalla, 2019, 2019 Sixth Indian Control Conference (ICC).

Smart Data Analytics approach to model Complex Biochemical Oscillations in Hippocampal Neurons

Priyanka Devi Pantula, Kishalay Mitra, Lopamudra Giri, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Modelling of pollutants and particulate matter in air using auto-tuned deep recurrent networks

Ravi Kiran Inapakurthi, Srinivas Soumitri Miriyala, Kishalay Mitra, 2020 .

Deep learning based system identification of industrial integrated grinding circuits

Srinivas Soumitri Miriyala, Kishalay Mitra, K. Mitra, 2020 .

Recurrent Neural Network Based Modelling of Industrial Grinding Time Series Data

Srinivas Soumitri Miriyala, Kishalay Mitra, Ravi kiran Inapakurthi, 2019, 2019 Sixth Indian Control Conference (ICC).

Nonlinear Model Predictive Control of Industrial Grinding Circuits using Machine Learning

Srinivas Soumitri Miriyala, Kishalay Mitra, Ravi kiran Inapakurthi, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

Uncertainty quantification using Auto-tuned Surrogates of CFD model Simulating Supersonic flow over tactical missile body

Srinivas Soumitri Miriyala, Kishalay Mitra, Raja Banerjee, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

Efficient Optimization Formulation Through Variable Reduction for Clustering Algorithms

Priyanka Devi Pantula, Kishalay Mitra, Srinivas Soumitri Miriyala, 2018 .

Optimal Long Short Term Memory Networks for long-term forecasting of real wind characteristics

Srinivas Soumitri Miriyala, Kishalay Mitra, Prateek Mittal, 2020 .

A novel data-driven sampling strategy for optimizing industrial grinding operation under uncertainty using chance constrained programming

Priyanka Devi Pantula, Surbhi Sharma, Srinivas Soumitri Miriyala, 2021 .

Novel sample size determination methods for parsimonious training of black box models

Srinivas Soumitri Miriyala, Kishalay Mitra, 2017, 2017 Indian Control Conference (ICC).

Data driven robust optimization for handling uncertainty in supply chain planning models

Priyanka Devi Pantula, Kishalay Mitra, Srinivas Soumitri Miriyala, 2021 .

Achieving wealth from bio-waste in a nationwide supply chain setup under uncertain environment through data driven robust optimization approach

Priyanka Devi Pantula, Kishalay Mitra, Srinivas Soumitri Miriyala, 2021 .

Performance Improvement in Hot Rolling Process with Novel Neural Architectural Search

Kishalay Mitra, Itishree Mohanty, Srinivas Soumitri Miriyala, 2021, Management and Industrial Engineering.