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Armen G. Beck, Ph.D

Affiliations: 
2017-2023 Chemistry Purdue University, West Lafayette, IN, United States 
 2023- Analytical Research & Development Merck & Co., Inc. 
Area:
Machine Learning, Analytical Chemistry, Chromatography, Organic Synthesis, Drug Discovery
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Parents

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Jeffrey M. Carney research assistant 2015-2017 Christopher Newport University
Gaurav Chopra grad student 2017-2023 Purdue
Pankaj Aggarwal post-doc 2023- Merck & Co., Inc.

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Publications

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Beck AG, Fine J, Lam YH, et al. (2025) Dedenser: A Python Package for Clustering and Downsampling Chemical Libraries. Journal of Chemical Information and Modeling
Hemida M, Barrientos RC, Kinsey C, et al. (2024) Digitally Enabled Generic Analytical Framework Accelerating the Pace of Liquid Chromatography Method Development for Vaccine Adjuvant Formulations. Acs Pharmacology & Translational Science. 7: 3108-3118
Wang J, Yen R, Beck AG, et al. (2024) Predictions of Chromatography Methods by Chemical Structure Similarity to Accelerate High-Throughput Medicinal Chemistry. Acs Medicinal Chemistry Letters. 15: 1396-1401
Beck AG, Fine J, Aggarwal P, et al. (2024) Machine learning models and performance dependency on 2D chemical descriptor space for retention time prediction of pharmaceuticals. Journal of Chromatography. A. 1730: 465109
Beck AG, Muhoberac M, Randolph CE, et al. (2024) Recent Developments in Machine Learning for Mass Spectrometry. Acs Measurement Science Au. 4: 233-246
Evans BR, Beck AG, Yeung L, et al. (2023) Automated Bioanalytical Workflow for Ligand Binding-Based Pharmacokinetic Assay Development. Analytical Chemistry
Fine J, Kuan-Yu Liu J, Beck A, et al. (2020) Graph-based machine learning interprets and predicts diagnostic isomer-selective ion-molecule reactions in tandem mass spectrometry. Chemical Science. 11: 11849-11858
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