Srinivas Soumitri Miriyala

Publications

815

Citations

H-Index

2015

Active since

Affiliations

Indian Institute of Technology Hyderabad(Current)

Srinivas Soumitri Miriyala is an author at Indian Institute of Technology Hyderabad specializing in engineering, systems engineering, and industrial engineering.

Top concepts

EngineeringSystems EngineeringIndustrial EngineeringComputer EngineeringMachine LearningOperations ResearchData ScienceUncertainty QuantificationBusinessDeep Learning

Publications per year

2015–2023

Publications

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

Srinivas Soumitri Miriyala, Venkat R. Subramanian, Kishalay Mitra · European Journal of Operational Research · 2017 · 90 citations

Process Integration, Engineering, Industrial Engineering +10

Comparative study of surrogate approaches while optimizing computationally expensive reaction networks

Srinivas Soumitri Miriyala, Prateek Mittal, Saptarshi Majumdar et al. · Chemical Engineering Science · 2015 · 88 citations

Model Optimization, Surrogate Approaches, Computational Science +11

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

Priyanka D. Pantula, Srinivas Soumitri Miriyala, Kishalay Mitra · Materials and Manufacturing Processes · 2016 · 72 citations

Artificial Intelligence, Search Optimization, Engineering +22

Recurrent neural networks based modelling of industrial grinding operation

Ravi Kiran Inapakurthi, Srinivas Soumitri Miriyala, Kishalay Mitra · Chemical Engineering Science · 2020 · 66 citations

Engineering, Industrial Engineering, Mechanical Engineering +6

Multi-objective optimization of iron ore induration process using optimal neural networks

Srinivas Soumitri Miriyala, Kishalay Mitra · Materials and Manufacturing Processes · 2019 · 63 citations

Engineering, Machine Learning, Industrial Engineering +16

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