Kiyani, Elham

1. Optimizing the Optimizer for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks
   2025/01/22 by Kiyani, Elham, Shukla, Khemraj, Urbán, Jorge F. +2 · 10 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
2. Predicting Crack Nucleation and Propagation in Brittle Materials Using Deep Operator Networks with Diverse Trunk Architectures
   2024/12/15 by Elham Kiyani, M. Manav, Kiyani, Elham +7 · 4 citations
   Engineering · Materials Science · #Non-Destructive Testing Techniques #Machine Learning in Materials Science
3. Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs
   2023/07/18 by Elham Kiyani, Kiyani, Elham, Mahdi Kooshkbaghi +15 · 1 citation
   Engineering · Materials Science · #Block Copolymer Self-Assembly #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Material Dynamics and Properties
4. Designing architectured ceramics for transient thermal applications using finite element and deep learning
   2023/05/19 by Kiyani, Elham, Sarvestani, Hamidreza Yazdani, Ravanbakhsh, Hossein +4 · 1 citation
   #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)