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cs.CE2025
Active Learning Enhanced Surrogate Modeling of Jet Engines in JuliaSim
Anas Abdelrehim, Dhairya Gandhi, Sharan Yalburgi +3
Surrogate models are effective tools for accelerated design of complex systems. The result of a design optimization procedure using surrogate models can be used to initialize an op…
cs.CE2023
Chemellia: An Ecosystem for Atomistic Scientific Machine Learning
Anant Thazhemadam, Dhairya Gandhi, Venkatasubramanian Viswanathan +1
Chemellia is an open-source framework for atomistic machine learning in the Julia programming language. The framework takes advantage of Julia's high speed as well as the ability t…