Keith D. Humfeld

1.1k total citations · 1 hit paper
14 papers, 886 citations indexed

About

Keith D. Humfeld is a scholar working on Atomic and Molecular Physics, and Optics, Mechanical Engineering and Materials Chemistry. According to data from OpenAlex, Keith D. Humfeld has authored 14 papers receiving a total of 886 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Atomic and Molecular Physics, and Optics, 6 papers in Mechanical Engineering and 5 papers in Materials Chemistry. Recurrent topics in Keith D. Humfeld's work include Magnetic properties of thin films (4 papers), Electromagnetic wave absorption materials (3 papers) and Photonic Crystals and Applications (2 papers). Keith D. Humfeld is often cited by papers focused on Magnetic properties of thin films (4 papers), Electromagnetic wave absorption materials (3 papers) and Photonic Crystals and Applications (2 papers). Keith D. Humfeld collaborates with scholars based in United States and Germany. Keith D. Humfeld's co-authors include Navid Zobeiry, Sara A. Majetich, Sanford A. Asher, Xiangling Xu, Gary Friedman, G. Friedman, Xiaolong Xu, Anit K. Giri, Da‐Wei Gu and Karl Nelson and has published in prestigious journals such as Advanced Materials, Physical review. B, Condensed matter and Journal of Applied Physics.

In The Last Decade

Keith D. Humfeld

14 papers receiving 859 citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

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

2021 290 citations Navid Zobeiry, Keith D. Humfeld Engineering Applications of Artificial Intelligence profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Keith D. Humfeld United States	9	283	243	211	156	132	14	886
Keunhan Park United States	18	456 1.6×	253 1.0×	372 1.8×	129 0.8×	197 1.5×	45	1.2k
Dan Tian China	24	160 0.6×	107 0.4×	444 2.1×	329 2.1×	56 0.4×	58	1.6k
Benyong Chen China	26	348 1.2×	482 2.0×	292 1.4×	129 0.8×	163 1.2×	110	2.0k
Qi Hong United States	19	376 1.3×	471 1.9×	262 1.2×	52 0.3×	491 3.7×	72	1.3k
Xianfeng Chen China	17	161 0.6×	189 0.8×	301 1.4×	31 0.2×	162 1.2×	43	879
Yunjie Chen Singapore	18	313 1.1×	358 1.5×	213 1.0×	12 0.1×	254 1.9×	95	1.2k
Marianna Sledzinska Spain	19	214 0.8×	854 3.5×	382 1.8×	35 0.2×	79 0.6×	39	1.3k
Weijian Wang China	18	169 0.6×	135 0.6×	221 1.0×	46 0.3×	175 1.3×	89	1.2k
Henni Ouerdane Russia	19	468 1.7×	288 1.2×	150 0.7×	327 2.1×	44 0.3×	70	1.1k

Countries citing papers authored by Keith D. Humfeld

Since Specialization

Citations

This map shows the geographic impact of Keith D. Humfeld's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Keith D. Humfeld with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Keith D. Humfeld more than expected).

Fields of papers citing papers by Keith D. Humfeld

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Keith D. Humfeld. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Keith D. Humfeld. The network helps show where Keith D. Humfeld may publish in the future.

Co-authorship network of co-authors of Keith D. Humfeld

This figure shows the co-authorship network connecting the top 25 collaborators of Keith D. Humfeld. A scholar is included among the top collaborators of Keith D. Humfeld based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Keith D. Humfeld. Keith D. Humfeld is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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14 of 14 papers shown

Humfeld, Keith D., et al.. (2025). Co-training of multiple neural networks for simultaneous optimization and training of physics-informed neural networks for composite curing. Composites Part A Applied Science and Manufacturing. 193. 108820–108820. 2 indexed citations

Zobeiry, Navid & Keith D. Humfeld. (2021). A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications. Engineering Applications of Artificial Intelligence. 101. 104232–104232. 290 indexed citations breakdown →

Humfeld, Keith D., et al.. (2021). A machine learning framework for real-time inverse modeling and multi-objective process optimization of composites for active manufacturing control. Composites Part B Engineering. 223. 109150–109150. 43 indexed citations

Giri, Anit K., et al.. (2005). AC magnetic properties of compacted FeCo nanocomposites. 112. 241–241. 12 indexed citations

Humfeld, Keith D., Stephen Garoff, & P. Wynblatt. (2004). Analysis of Pseudopartial and Partial Wetting of Various Substrates by Lead. Langmuir. 20(7). 2726–2729. 7 indexed citations

Humfeld, Keith D. & Stephen Garoff. (2004). Geometry-Driven Wetting Transition. Langmuir. 20(21). 9223–9226. 7 indexed citations

Chamberlin, Ralph V., J. Hemberger, A. Loidl, et al.. (2002). Percolation, relaxation halt, and retarded van der Waals interaction in dilute systems of iron nanoparticles. Physical review. B, Condensed matter. 66(17). 22 indexed citations

Chamberlin, Ralph V., Keith D. Humfeld, Dorothy Farrell, et al.. (2002). Magnetic relaxation of iron nanoparticles. Journal of Applied Physics. 91(10). 6961–6963. 26 indexed citations

Xu, Xiangling, Gary Friedman, Keith D. Humfeld, Sara A. Majetich, & Sanford A. Asher. (2001). Synthesis and Utilization of Monodisperse Superparamagnetic Colloidal Particles for Magnetically Controllable Photonic Crystals. Chemistry of Materials. 14(3). 1249–1256. 226 indexed citations

10.

Xu, Xiaolong, G. Friedman, Keith D. Humfeld, Sara A. Majetich, & Sanford A. Asher. (2001). Superparamagnetic Photonic Crystals. Advanced Materials. 13(22). 1681–1684. 215 indexed citations

11.

Humfeld, Keith D., Anit K. Giri, Sara A. Majetich, & E. L. Venturini. (2001). Time dependent properties of iron nanoparticles. IEEE Transactions on Magnetics. 37(4). 2194–2196. 16 indexed citations

12.

Giri, Anit K., et al.. (2000). AC Magnetic Properties of Compacted FeCo Nanocomposites. APS March Meeting Abstracts. 4 indexed citations

13.

Giri, Anit K., et al.. (2000). AC magnetic properties of FeCo nanocomposites. IEEE Transactions on Magnetics. 36(5). 3026–3028. 14 indexed citations

14.

Yamamuro, Saeki, Dorothy Farrell, Keith D. Humfeld, & Sara A. Majetich. (2000). Structure of Self-Assembled Fe and FePt Nanoparticle Arrays. MRS Proceedings. 636. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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