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Prashant Kumar, Ph.D.
Prashant Kumar, Ph.D.
ZS Associates, AbbVie, UW-Madison, Ecole Polytechnique, Indian Institute of Technology Guwahati
Verified email at wisc.edu - Homepage
Title
Cited by
Cited by
Year
A machine learning framework for computationally expensive transient models
P Kumar, K Sinha, NK Nere, Y Shin, R Ho, LB Mlinar, AY Sheikh
Scientific reports 10 (1), 11492, 2020
242020
Electric field induced instabilities of thin leaky bilayers: Pathways to unique morphologies and miniaturization
K Mondal, P Kumar, D Bandyopadhyay
The Journal of Chemical Physics 138, 024705, 2013
182013
Active and machine learning-based approaches to rapidly enhance microbial chemical production
P Kumar, PA Adamczyk, X Zhang, RB Andrade, PA Romero, ...
Metabolic Engineering 67, 216-226, 2021
142021
A novel computational approach coupled with machine learning to predict the extent of agglomeration in particulate processes
K Sinha, E Murphy, P Kumar, KA Springer, R Ho, NK Nere
AAPS PharmSciTech 23, 1-16, 2022
72022
Toward a holistic approach to assess particle agglomeration: impact of intrinsic materials properties
YJ Shin, R Ho, AY Sheikh, P Kumar, K Sinha, NK Nere, L Mlinar
Industrial & Engineering Chemistry Research 58 (24), 10394-10401, 2019
52019
Metabolic modeling for design of cell factories
M Tian, P Kumar, STP Gupta, JL Reed
Systems Biology 6, 71-107, 2017
42017
Advanced image analytics to study powder mixing in a novel laboratory scale agitated filter dryer
R Ho, Y Shin, S Zhang, A Zhu, P Kumar, H Goyal
Powder Technology 417, 118273, 2023
2023
Using Machine Learning to Develop Deeper Understanding of Agitated Filter Dryer
P Kumar, K Sinha, N Nandkishor, Y Shin, R Ho, A Sheikh, L Mlinar
AICHE Spring Meeting 2019 (https://aiche.confex.com/aiche/s19/meetingapp.cgi …, 2019
2019
Machine Learning and Optimization Methods to Engineer Microbes
P Kumar
https://depot.library.wisc.edu/repository/fedora/1711.dl:API2VUSGGSDI58C …, 2018
2018
Machine Learning and Optimization Methods to Engineer Microbes
P Kumar
University of Wisconsin--Madison, 2018
2018
Application of machine learning and active learning to enhance chemical yields in microbes
P Kumar, P Adamczyk, X Zhang, P Ramanathan, J Reed
2017 AIChE Annual Meeting, 2017
2017
Application of machine learning and active learning to enhance chemical yields in microbes
JLR Prashant Kumar, Paul A. Adamczyk, Xiaolin Zhang, Parameswaran Ramanathan
Genomic Sciences Program Annual PI Meeting, 2017
2017
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Articles 1–12