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Armen G. Beck

Merck & Co., Inc.

4H-index
20Paper Count
136Citation Count
Published Papers 7
Publication Date
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Uncertainty-Aware Learning of Multiple Conditions as a Framework for Streamlined Retention Time Prediction to Accelerate Method Development
errAnalytical Chemistry
IF6.7
err2026-02-02
err0
PREAI
errArmen G. Beck; Gwenyth Jones; Andrew Singh; Jonathan Fine; Rojan Shrestha; Rodell C. Barrientos; Edward C. Sherer; Katharine B. Williams; Erik L. Regalado; Pankaj Aggarwal
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errSave
Dedenser: A Python Package for Clustering and Downsampling Chemical Libraries
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-01-30
err0
PREAI
errBeck, Armen G.; Fine, Jonathan; Lam, Yu-hong; Sherer, Edward C.; Regalado, Erik L.; Aggarwal, Pankaj
errShare
errSave
Paddy: an evolutionary optimization algorithm for chemical systems and spaces
errDIGITAL DISCOVERY
IF5.6
err2025-01-01
err0
errOAAI
errBeck, Armen G.; Iyer, Sanjay; Fine, Jonathan; Chopra, Gaurav
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errSave
Machine learning models and performance dependency on 2D chemical descriptor space for retention time prediction of pharmaceuticals
errJOURNAL OF CHROMATOGRAPHY A
IF4
err2024-08-01
err4
PREAI
errBeck, Armen G.; Fine, Jonathan; Aggarwal, Pankaj; Regalado, Erik L.; Levorse, Dorothy; Silva, Jordan De Jesus; Sherer, Edward C.
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errSave
Predictions of Chromatography Methods by Chemical Structure Similarity to Accelerate High-Throughput Medicinal Chemistry
errACS MEDICINAL CHEMISTRY LETTERS
IF4
err2024-07-12
err0
PREAI
errWang, Jun; Yen, Rose; Beck, Armen G.; Aggarwal, Pankaj; Kong, May; Hayes, Michael; Jabri, Salman; Greshock, Thomas J.; Hettiarachchi, Kanaka
errShare
errSave
Automated Bioanalytical Workflow for Ligand Binding-Based Pharmacokinetic Assay Development
errANALYTICAL CHEMISTRY
IF6.7
err2023-12-29
err4
PREAI
errEvans, Brad R.; Beck, Armen G.; Yeung, Lai; Li, Annie; Lee, Dong Hun; Bateman, Kevin P.; Chopra, Gaurav
errShare
errSave
Graph-based machine learning interprets and predicts diagnostic isomer-selective ion-molecule reactions in tandem mass spectrometry
errCHEMICAL SCIENCE
IF7.4
err2020-01-01
err13
errOAAI
errFine, Jonathan; Liu, Judy Kuan-Yu; Beck, Armen; Alzarieni, Kawthar Z.; Ma, Xin; Boulos, Victoria M.; Kenttamaa, Hilkka, I; Chopra, Gaurav
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errSave

Research Directions

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Co-authors
Cooperation Journals
D
Dong Hun Lee
H-index: 56 · Papers: 715
J
Jun Wang
H-index: 48 · Papers: 403
H
Hilkka I. Kenttämaa
H-index: 46 · Papers: 376
E
Erik L. Regalado
H-index: 38 · Papers: 173
K
Kevin P. Bateman
H-index: 37 · Papers: 113
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