Armen G. Beck - Publications, H-index & Citations

Armen G. Beck

Merck & Co., Inc.

4H指数

20论文数

136被引数

收录论文 7

发表时间

Uncertainty-Aware Learning of Multiple Conditions as a Framework for Streamlined Retention Time Prediction to Accelerate Method Development 将多个条件的不确定性感知学习作为简化保留时间预测的框架，以加速方法开发

Analytical Chemistry

IF6.7

2026-02-02

PREAI

Armen G. Beck; Gwenyth Jones; Andrew Singh; Jonathan Fine; Rojan Shrestha; Rodell C. Barrientos; Edward C. Sherer; Katharine B. Williams; Erik L. Regalado; Pankaj Aggarwal

Dedenser: A Python Package for Clustering and Downsampling Chemical Libraries

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2025-01-30

PREAI

Beck, Armen G.; Fine, Jonathan; Lam, Yu-hong; Sherer, Edward C.; Regalado, Erik L.; Aggarwal, Pankaj

Paddy: an evolutionary optimization algorithm for chemical systems and spaces Paddy：一种用于化学系统和空间的进化优化算法

DIGITAL DISCOVERY

IF5.6

2025-01-01

OAAI

Beck, Armen G.; Iyer, Sanjay; Fine, Jonathan; Chopra, Gaurav

Machine learning models and performance dependency on 2D chemical descriptor space for retention time prediction of pharmaceuticals 用于药物保留时间预测的2D化学描述符空间上的机器学习模型和性能依赖性

JOURNAL OF CHROMATOGRAPHY A

IF4

2024-08-01

PREAI

Beck, Armen G.; Fine, Jonathan; Aggarwal, Pankaj; Regalado, Erik L.; Levorse, Dorothy; Silva, Jordan De Jesus; Sherer, Edward C.

Predictions of Chromatography Methods by Chemical Structure Similarity to Accelerate High-Throughput Medicinal Chemistry

ACS MEDICINAL CHEMISTRY LETTERS

IF4

2024-07-12

PREAI

Wang, Jun; Yen, Rose; Beck, Armen G.; Aggarwal, Pankaj; Kong, May; Hayes, Michael; Jabri, Salman; Greshock, Thomas J.; Hettiarachchi, Kanaka

Automated Bioanalytical Workflow for Ligand Binding-Based Pharmacokinetic Assay Development

ANALYTICAL CHEMISTRY

IF6.7

2023-12-29

PREAI

Evans, Brad R.; Beck, Armen G.; Yeung, Lai; Li, Annie; Lee, Dong Hun; Bateman, Kevin P.; Chopra, Gaurav

Graph-based machine learning interprets and predicts diagnostic isomer-selective ion-molecule reactions in tandem mass spectrometry

CHEMICAL SCIENCE

IF7.4

2020-01-01

OAAI

Fine, Jonathan; Liu, Judy Kuan-Yu; Beck, Armen; Alzarieni, Kawthar Z.; Ma, Xin; Boulos, Victoria M.; Kenttamaa, Hilkka, I; Chopra, Gaurav

研究方向