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Swagata Roy
Swagata Roy
Ph.D candidate, Department of Materials Science and Engineering, Massachusetts Institute of
Verified email at mit.edu
Title
Cited by
Cited by
Year
Mechanical properties of micro-alloyed steels studied using a evolutionary deep neural network
S Roy, BS Saini, D Chakrabarti, N Chakraborti
Materials and Manufacturing Processes 35 (6), 611-624, 2020
302020
A novel method of determining interatomic potential for Al and Al-Li alloys and studying strength of Al-Al3Li interphase using evolutionary algorithms
S Roy, A Dutta, N Chakraborti
Computational Materials Science 190, 110258, 2021
202021
Exploring the transfer of plasticity across Laves phase interfaces in a dual phase magnesium alloy
J Guénolé, M Zubair, S Roy, Z Xie, M Lipińska-Chwałek, ...
Materials & Design, 109572, 2021
182021
Phenomenological Constitutive Modeling of High-Temperature Flow Behavior Incorporating Individual and Coupled Effects of Processing Parameters in Super-austenitic Stainless Steel
S Roy, S Biswas, KA Babu, S Mandal
Journal of Materials Engineering and Performance 27 (7), 3762-3772, 2018
92018
Development of an Evolutionary Deep Neural Net for Materials Research
S Roy, N Chakraborti
TMS 2020 149th Annual Meeting & Exhibition Supplemental Proceedings, 817-828, 2020
82020
Novel Strategies for Data-Driven Evolutionary Optimization
S Roy, N Chakraborti
Computational Sciences and Artificial Intelligence in Industry, 11-25, 2022
62022
Learning a reactive potential for silica-water through uncertainty attribution
S Roy, JP Dürholt, TS Asche, F Zipoli, R Gómez-Bombarelli
arXiv preprint arXiv:2307.01705, 2023
12023
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