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Nandana Menon
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Multi-fidelity surrogate-based process mapping with uncertainty quantification in laser directed energy deposition
N Menon, S Mondal, A Basak
Materials 15 (8), 2902, 2022
212022
A reinforcement learning approach for process parameter optimization in additive manufacturing
S Dharmadhikari, N Menon, A Basak
Additive Manufacturing 71, 103556, 2023
162023
Prediction of melt pool geometry by fusing experimental and simulation data
N Menon, A Basak
International Journal of Mechanical Sciences 263, 108786, 2024
62024
Microstructure of IN738LC Fabricated Using Laser Powder Bed Fusion Additive Manufacturing
N Menon, TH Mahdi, A Basak
Journal of Turbomachinery 144 (3), 031011, 2022
62022
A Comparison of Microstructure and Microhardness Properties of IN718 Fabricated via Powder-and Wire-Fed Laser-Directed Energy Deposition
N Menon, BA Sawyer, CD Jamieson, EW Reutzel, A Basak
Materials 16 (3), 1129, 2023
32023
Transferring Process Mapping Knowledge across SS316L and IN718 in Laser Directed Energy Deposition Using Machine Learning
N Menon, S Mondal, A Basak
22022
Multi-fidelity surrogate with heterogeneous input spaces for modeling melt pools in laser-directed energy deposition
N Menon, A Basak
arXiv preprint arXiv:2403.13136, 2024
12024
Linking processing parameters with melt pool properties of multiple nickel-based superalloys via high-dimensional Gaussian process regression
N Menon, S Mondal, A Basak
Journal of Materials Informatics 3 (1), N/A-N/A, 2023
12023
Transferring melt pool knowledge between multiple materials in laser-directed energy deposition via Gaussian process regression
KH Huang, N Menon, A Basak
Engineering with Computers, 1-20, 2024
2024
Prediction of delta-ferrite formation in 17-4 PH steel using zero-inflated Gaussian process
N Menon, DJ Shaffer, TA Palmer, A Basak
Materials Today Communications 38, 107953, 2024
2024
Composition-process-structure linkages in metal additive manufacturing
N Menon
2024
A Computational Study Summarizing the Effects of Composition on the Melt Pool Geometry in Additive Manufacturing
D Gwynn, SS Gundimeda, N Menon, A Basak
2022
Machine Learning-Assisted Prediction of Thermophysical Properties of Nickel-Base Alloys over a Temperature Range
S Mondal, N Menon, A Ray, A Basak
2022
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