Generative adversarial networks (GAN) based efficient sampling of chemical composition space for inverse design of inorganic materials

Y Dan, Y Zhao, X Li, S Li, M Hu, J Hu - npj Computational Materials, 2020 - nature.com
A major challenge in materials design is how to efficiently search the vast chemical design
space to find the materials with desired properties. One effective strategy is to develop …

Natural Computing for Simulation-Based Optimization and Beyond

S Meyer-Nieberg, N Leopold, T Uhlig - Simulation, 2014 - Springer
This SpringerBrief bridges the gap between the areas of simulation studies on the one hand,
and optimization with natural computing on the other. Since natural computing methods …

Simulation-Based Optimization

S Meyer-Nieberg, N Leopold, T Uhlig… - Natural Computing for …, 2020 - Springer
This chapter provides an overview of some applications and research areas. First, some
general points on using natural computing are discussed. Afterwards, approaches are …