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Author

Siva Krishna Dasari

Institution: GITAM University
ORCID: 0000-0002-3311-2530
Observed ORCID: 0000-0002-3311-2530
OpenAlex ID: A5068192773
Random Forest Surrogate Models to Support Design Space Exploration in Aerospace Use-Case
2019 · Siva Krishna Dasari, Abbas Cheddad, et al. · IFIP advances in information and communication technology · 50
Integration of value and sustainability assessment in design space exploration by machine learning: an aerospace application
2020 · Alessandro Bertoni, Sophie I. Hallstedt, et al. · Design Science · 43
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Model-based Decision Support for Value and Sustainability Assessment: Applying Machine Learning in Aerospace Product Development
2018 · Alessandro Bertoni, Siva Krishna Dasari, et al. · Proceedings of the ... International Design Conference/Design ... · 28
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Clustering-based adaptive data augmentation for class-imbalance in machine learning (CADA): additive manufacturing use case
2022 · Siva Krishna Dasari, Abbas Cheddad, et al. · Neural Computing and Applications · 27
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Predictive modelling to support sensitivity analysis for robust design in aerospace engineering
2020 · Siva Krishna Dasari, Abbas Cheddad, et al. · Structural and Multidisciplinary Optimization · 19
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Active Learning to Support In-situ Process Monitoring in Additive Manufacturing
2021 · Siva Krishna Dasari, Abbas Cheddad, et al. · International Conference on Machine Learning and Applications · 13
Tree-Based Response Surface Analysis
2015 · Siva Krishna Dasari, Niklas Lavesson, et al. · Lecture notes in computer science · 12
Melt-Pool Defects Classification for Additive Manufactured Components in Aerospace Use-Case
2020 · Siva Krishna Dasari, Abbas Cheddad, et al. · International Conference on Soft Computing & Machine Intelligence (ISCMI) · 11
Synthetic data-driven diabetic retinopathy diagnosis with explainable AI: a clinically interpretable framework
2026 · Hemanth Kumar Vasireddi, Ravi Teja Gedela, et al. · Graefe s Archive for Clinical and Experimental Ophthalmology
Enhanced Salt Segmentation in Seismic Images Using DeepLabV3
2025 · Siva Krishna Dasari, Gorla Srinivas, et al. · Lecture notes in networks and systems
Predictive Modelling to Support Design and Manufacturing in Aerospace Engineering
2021 · Siva Krishna Dasari · Diva portal (Dalarna University Library)
Tree Models for Design Space Exploration in Aerospace Engineering
2019 · Siva Krishna Dasari · KTH Publication Database DiVA (KTH Royal Institute of Technology)
Works count: 12
Citation count: 203
H-index: 8
I10-index: 8
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