متابعة
Dr. Srinivas Soumitri Miriyala
Dr. Srinivas Soumitri Miriyala
Senior Chief Engineer, Samsung Research Bangalore India | University of Exeter, UK | IIT Hyd. India
بريد إلكتروني تم التحقق منه على samsung.com
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
TRANSFORM-ANN for online optimization of complex industrial processes: Casting process as case study
SS Miriyala, VR Subramanian, K Mitra
European Journal of Operational Research 264 (1), 294-309, 2018
852018
Comparative study of surrogate approaches while optimizing computationally expensive reaction networks
SS Miriyala, P Mittal, S Majumdar, K Mitra
Chemical Engineering Science 140, 44-61, 2016
842016
KERNEL: enabler to build smart surrogates for online optimization and knowledge discovery
PD Pantula, SS Miriyala, K Mitra
Materials and Manufacturing Processes 32 (10), 1162-1171, 2017
712017
Multi-objective optimization of iron ore induration process using optimal neural networks
SS Miriyala, K Mitra
Materials and Manufacturing Processes 35 (5), 537-544, 2020
622020
Recurrent neural networks based modelling of industrial grinding operation
RK Inapakurthi, SS Miriyala, K Mitra
Chemical engineering science 219, 115585, 2020
592020
Deep learning based dynamic behavior modelling and prediction of particulate matter in air
RK Inapakurthi, SS Miriyala, K Mitra
Chemical Engineering Journal 426, 131221, 2021
512021
An evolutionary neuro-fuzzy C-means clustering technique
PD Pantula, SS Miriyala, K Mitra
Engineering Applications of Artificial Intelligence 89, 103435, 2020
432020
Data driven robust optimization of grinding process under uncertainty
RK Inapakurthi, PD Pantula, SS Miriyala, K Mitra
Materials and Manufacturing Processes 35 (16), 1870-1876, 2020
422020
Deep learning based system identification of industrial integrated grinding circuits
SS Miriyala, K Mitra
Powder Technology 360, 921-936, 2020
412020
Achieving wealth from bio-waste in a nationwide supply chain setup under uncertain environment through data driven robust optimization approach
K Gumte, PD Pantula, SS Miriyala, K Mitra
Journal of Cleaner Production 291, 125702, 2021
402021
A novel data-driven sampling strategy for optimizing industrial grinding operation under uncertainty using chance constrained programming
S Sharma, PD Pantula, SS Miriyala, K Mitra
Powder Technology 377, 913-923, 2021
402021
Better wind forecasting using evolutionary neural architecture search driven green deep learning
KN Pujari, SS Miriyala, P Mittal, K Mitra
Expert Systems with Applications 214, 119063, 2023
392023
Data driven robust optimization for handling uncertainty in supply chain planning models
KM Gumte, PD Pantula, SS Miriyala, K Mitra
Chemical Engineering Science 246, 116889, 2021
332021
Evolutionary neural architecture search for surrogate models to enable optimization of industrial continuous crystallization process
SS Miriyala, KNS Pujari, S Naik, K Mitra
Powder Technology 405, 117527, 2022
222022
Multi-objective optimization through a novel Bayesian approach for industrial manufacturing of Polyvinyl Acetate
A Manoj, SS Miriyala, K Mitra
Materials and Manufacturing Processes 38 (15), 1955-1963, 2023
192023
Identification of unstructured model for subtilin production through Bacillus subtilis using hybrid genetic algorithm
R Singh, SS Miriyala, L Giri, K Mitra, VV Kareenhalli
Process Biochemistry 60, 1-12, 2017
182017
Comparison of deep reinforcement learning techniques with gradient based approach in cooperative control of wind farm
KNS Pujari, V Srivastava, SS Miriyala, K Mitra
2021 Seventh Indian Control Conference (ICC), 400-405, 2021
92021
Enabling online optimization and control of complex models through smart surrogates based on ANNs
SS Miriyala, PD Pantula, S Majumdar, K Mitra
2016 Indian Control Conference (ICC), 214-221, 2016
62016
Optimally designed Variational Autoencoders for Efficient Wind Characteristics Modelling
SS Miriyala, S Chowdhury, NSK Pujari, K Mitra
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2869-2876, 2020
52020
Optimal Long Short Term Memory Networks for long-term forecasting of real wind characteristics
KN Pujari, SS Miriyala, P Mittal, K Mitra
IFAC-PapersOnLine 53 (1), 648-653, 2020
52020
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مقالات 1–20