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 | 24 | 2020 |
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 | 18 | 2013 |
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 | 14 | 2021 |
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 | 7 | 2022 |
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 | 5 | 2019 |
Metabolic modeling for design of cell factories M Tian, P Kumar, STP Gupta, JL Reed Systems Biology 6, 71-107, 2017 | 4 | 2017 |
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 |