Concepedia

Christopher M. Childs

CM

Statistics

Publications

8

Citations

290

H-Index

8

Active since

2018

Affiliations

Carnegie Mellon University(Current)

Georgia Institute of Technology

Christopher M. Childs is an author at Carnegie Mellon University specializing in engineering, knowledge discovery, and data mining.

Top concepts

EngineeringData MiningData SciencePolymer ScienceMachine LearningMaterial ScienceCivil EngineeringPolymer ChemistryKnowledge DiscoveryDesign

Publications per year

2018–2022

8

Publications

8

Hierarchical Machine Learning for High-Fidelity 3D Printed Biopolymers

Jennifer Bone, Christopher M. Childs, Aditya Krishna Menon et al. · ACS Biomaterials Science & Engineering · 2020 · 103 citations

Embedding domain knowledge for machine learning of complex material systems

Christopher M. Childs, Newell R. Washburn · MRS Communications · 2019 · 65 citations

Artificial Intelligence, Engineering, Machine Learning +8

Elucidating the Physicochemical Basis of the Glass Transition Temperature in Linear Polyurethane Elastomers with Machine Learning

Joseph Pugar, Christopher M. Childs, Christine S. Huang et al. · The Journal of Physical Chemistry B · 2020 · 50 citations

Molecular Engineering of Superplasticizers for Metakaolin‐Portland Cement Blends with Hierarchical Machine Learning

Aditya Krishna Menon, Christopher M. Childs, Barnabás Póczos et al. · Advanced Theory and Simulations · 2018 · 20 citations · Full text

Engineering, Cement Manufacture, Mechanical Engineering +16

Interplay of Anionic Functionality in Polymer-Grafted Lignin Superplasticizers for Portland Cement

Christopher M. Childs, Kedar M. Perkins, Aditya Krishna Menon et al. · Industrial & Engineering Chemistry Research · 2019 · 17 citations

Materials Science, Kraft Lignin, Chemical Engineering +15

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