Keith D. Humfeld

A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications

Navid Zobeiry, Keith D. Humfeld · Engineering Applications of Artificial Intelligence · 2021 · 417 citations · Full text

Engineering, Manufacturing Engineering, Mechanical Engineering +17

Synthesis and Utilization of Monodisperse Superparamagnetic Colloidal Particles for Magnetically Controllable Photonic Crystals

Xiangling Xu, Gary Friedman, Keith D. Humfeld et al. · Chemistry of Materials · 2001 · 257 citations

Natural Sciences, Materials Engineering, Materials Science +17

Superparamagnetic Photonic Crystals

Xiaolong Xu, G. Friedman, Keith D. Humfeld et al. · Advanced Materials · 2001 · 247 citations

Natural Sciences, Materials Science, Physics +16

A machine learning framework for real-time inverse modeling and multi-objective process optimization of composites for active manufacturing control

Keith D. Humfeld, Da‐Wei Gu, Geoffrey A. Butler et al. · Composites Part B Engineering · 2021 · 64 citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +17

Magnetic relaxation of iron nanoparticles

Ralph V. Chamberlin, Keith D. Humfeld, Dorothy Farrell et al. · Journal of Applied Physics · 2002 · 28 citations

Natural Sciences, Materials Science, Physics +17