Newell R. Washburn - Publications, H-index & Citations

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Newell R. Washburn

Carnegie Mellon University

44H-index

170Paper Count

6.5KCitation Count

Published Papers 69

Publication Date

Machine learning of polyurethane prepolymer viscosity: a comparison of chemical and physicochemical approaches

Digital Discovery

IF5.6

2025-11-04

OAAI

Joseph A. Pugar †; Calvin Gang; Isabelle Millan; Karl Haider; Newell R. Washburn

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Bayesian machine learning for inverse design of ultra-high-performance concrete

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2025-09-25

PREAI

Childs, Christopher; Miller, Aaron; Neiswanger, Willie; Poczos, Barnabas; Stewart, Lauren; Kurtis, Kimberly; Washburn, Newell

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ADVANCED BIOLOGY

IF2.6

2024-11-27

OAAI

Alakhdar, Amira A.; Sivakumar, Sruthi; Kopchak, Rylee M.; Hunter, Allison N.; Ambrosio, Fabrisia; Washburn, Newell R.

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Diffusion Models in De Novo Drug Design

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2024-09-25

OAAI

Alakhdar, Amira; Poczos, Barnabas; Washburn, Newell

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Blood Pressure Metrics In Predicting Successful Thoracic Endovascular Aortic Repair

ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY

IF7.4

2024-05-01

PREAI

Bohr, Nicole L.; Alakhdar, Amira; Pugar, Joseph; Washburn, Newell; Pocivavsek, Luka

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Editorial - Intelligently designing cement and concrete through data analytics

CEMENT AND CONCRETE RESEARCH

IF13.1

2024-04-01

PREAI

Washburn, Newell R.; Kurtis, Kimberly E.

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Prediction of heat of hydration of cementitious systems using Gaussian process regression enables mass concrete thermal modeling

MATERIALS AND STRUCTURES

IF3.9

2023-02-28

PREAI

Al-Hasani, Luna E.; Perez, Greisi; Herndon, Hana N.; Park, Jisoo; Poole, Jonathan L.; Tien, Iris; Washburn, Newell R.; Cho, Yong K.; Gentry, T. Russell; Kurtis, Kimberly E.

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Predicting the rheology of limestone calcined clay cements (LC3): Linking composition and hydration kinetics to yield stress through Machine Learning

CEMENT AND CONCRETE RESEARCH

IF13.1

2022-10-01

OAAI

Canbek, Ogulcan; Xu, Qunzhi; Mei, Yajun; Washburn, N. R.; Kurtis, Kimberly E.

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Relating LC3 microstructure, surface resistivity and compressive strength development

CEMENT AND CONCRETE RESEARCH

IF13.1

2022-10-01

OAAI

Canbek, Ogulcan; Washburn, Newell R.; Kurtis, Kimberly E.

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Predicting Young's Modulus of Linear Polyurethane and Polyurethane-Polyurea Elastomers: Bridging Length Scales with Physicochemical Modeling and Machine Learning

ACS APPLIED MATERIALS & INTERFACES

IF8.2

2022-03-30

PREAI

Pugar, Joseph A.; Gang, Calvin; Huang, Christine; Haider, Karl W.; Washburn, Newell R.

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Hierarchical Machine Learning for High-Fidelity 3D Printed Biopolymers

ACS BIOMATERIALS SCIENCE & ENGINEERING

IF5.5

2020-11-20

PREAI

Bone, Jennifer M.; Childs, Christopher M.; Menon, Aditya; Poczos, Barnabas; Feinberg, Adam W.; LeDuc, Philip R.; Washburn, Newell R.

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Cheminformatics for accelerated design of chemical admixtures

CEMENT AND CONCRETE RESEARCH

IF13.1

2020-10-01

OAAI

Childs, Christopher M.; Canbek, Ogulcan; Kirby, Tia M.; Zhang, Cheng; Zheng, Jiangnan; Szeto, Connor; Poczos, Barnabas; Kurtis, Kimberly E.; Washburn, Newell R.

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Adsorption kinetics, thermodynamics, and isotherm studies for functionalized lanthanide-chelating resins

JOURNAL OF COLLOID AND INTERFACE SCIENCE

IF9.7

2019-12-01

OAAI

Callura, Jonathan C.; Perkins, Kedar M.; Baltrus, John P.; Washburn, Newell R.; Dzombak, David A.; Karamalidis, Athanasios K.

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

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2019-10-04

PREAI

Childs, Christopher M.; Perkins, Kedar M.; Menon, Aditya; Washburn, Newell R.

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A printability index for linking slurry rheology to the geometrical attributes of 3D-printed components

CEMENT & CONCRETE COMPOSITES

IF13.1

2019-08-01

OAAI

Ketel, Sabrina; Falzone, Gabriel; Wang, Bu; Washburn, Newell; Sant, Gaurav

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Selective adsorption of rare earth elements onto functionalized silica particles

GREEN CHEMISTRY

IF9.2

2018-01-01

PREAI

Callura, Jonathan C.; Perkins, Kedar M.; Noack, Clinton W.; Washburn, Newell R.; Dzombak, David A.; Karamalidis, Athanasios K.

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Lignopolymer Superplasticizers for Low-CO2 Cements

ACS SUSTAINABLE CHEMISTRY & ENGINEERING

IF7.3

2017-03-29

PREAI

Gupta, Chetali; Nadelman, Elizabeth; Washburn, Newell R.; Kurtis, Kimberly E.

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Transport patterns of anti-TNF-α in burn wounds: Therapeutic implications of hyaluronic acid conjugation

BIOMATERIALS

IF12.9

2017-01-01

PREAI

Friedrich, Emily E.; Washburn, Newell R.

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Elucidating multi-physics interactions in suspensions for the design of polymeric dispersants: a hierarchical machine learning approach

MOLECULAR SYSTEMS DESIGN & ENGINEERING

IF3.2

2017-01-01

PREAI

Menon, Aditya; Gupta, Chetali; Perkins, Kedar M.; DeCost, Brian L.; Budwal, Nikita; Rios, Renee T.; Zhang, Kun; Poczos, Barnabas; Washburn, Newell R.

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Tip-Loaded Dissolvable Microneedle Arrays Effectively Deliver Polymer-Conjugated Antibody Inhibitors of Tumor-Necrosis-Factor-Alpha Into Human Skin

JOURNAL OF PHARMACEUTICAL SCIENCES

IF3.8

2016-11-01

OAAI

Korkmaz, Emrullah; Friedrich, Emily E.; Ramadan, Mohamed H.; Erdos, Geza; Mathers, Alicia R.; Ozdoganlar, O. Burak; Washburn, Newell R.; Falo, Louis D., Jr.

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Research Directions