Prateek Mittal

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

A novel hybrid optimization methodology to optimize the total number and placement of wind turbines

Prateek Mittal, Kedar Kulkarni, Kishalay Mitra · Renewable Energy · 2015 · 87 citations

Engineering, Wind Power Generation, Wind Turbines +8

Optimizing the number and locations of turbines in a wind farm addressing energy-noise trade-off: A hybrid approach

Prateek Mittal, Kishalay Mitra, Kedar Kulkarni · Energy Conversion and Management · 2016 · 68 citations

Floating Wind Turbine, Energy-noise Trade-off, Wind Farm +12

Kriging Surrogate Based Multi-objective Optimization of Bulk Vinyl Acetate Polymerization with Branching

Anitha Mogilicharla, Prateek Mittal, Saptarshi Majumdar et al. · Materials and Manufacturing Processes · 2014 · 55 citations

Differential Evolution, Large-scale Global Optimization, Engineering +14

Better wind forecasting using Evolutionary Neural Architecture search driven Green Deep Learning

Keerthi NagaSree Pujari, Srinivas Soumitri Miriyala, Prateek Mittal et al. · Expert Systems with Applications · 2022 · 54 citations · Full text

Evolving Neural Network, Engineering, Machine Learning +7