Vlassis, Nikolaos N.

1. A review on data-driven constitutive laws for solids
   2024/05/06 by Jan N. Fuhg, Fuhg, Jan Niklas, Govinda Anantha Padmanabha +15 · 25 citations
   Engineering · #74-02 (Primary) #Advanced machining processes and optimization #Applied Physics (physics.app-ph) #Computational Engineering #Elasticity and Material Modeling #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Metallurgy and Material Forming #and Science (cs.CE)
2. A Large Language Model and Denoising Diffusion Framework for Targeted Design of Microstructures with Commands in Natural Language
   2024/09/22 by N.P. Kartashov, Nikolaos N. Vlassis, Kartashov, Nikita +1 · 3 citations
   Engineering · #BIM and Construction Integration #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #Injection Molding Process and Properties #Manufacturing Process and Optimization #and Science (cs.CE)
3. Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
   2022/09/27 by Ruben Villarreal, Nikolaos N. Vlassis, Villarreal, Ruben +13 · 1 citation
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimal Experimental Design Methods #Probabilistic and Robust Engineering Design
4. Synthesizing realistic sand assemblies with denoising diffusion in latent space
   2023/06/07 by Vlassis, Nikolaos N., Sun, WaiChing, Alshibli, Khalid A. +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)