Pin-Kuang Lai at Stevens Institute of Technology - Research Interests, Publications & Academic Profile

Pin-Kuang Lai

Assistant Professor

Stevens Institute of Technology

United States

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Research Interests

Pharmaceutical Chemistry

20%

Immunology

40%

Antibodies

50%

Biopharmaceutics

30%

Rheology

20%

Protein Chemistry

20%

Nanomedicine

10%

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Articles6

Machine learning prediction of antibody aggregation and viscosity for high concentration formulation development of protein therapeutics

Article Link

Year:

2022

DeepSCM: An efficient convolutional neural network surrogate model for the screening of therapeutic antibody viscosity

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Year:

2022

Differences in human IgG1 and IgG4 S228P monoclonal antibodies viscosity and self-interactions: Experimental assessment and computational predictions of domain interactions

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Year:

2021

Calculation of therapeutic antibody viscosity with coarse-grained models, hydrodynamic calculations and machine learning-based parameters

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Year:

2021

Machine Learning Applied to Determine the Molecular Descriptors Responsible for the Viscosity Behavior of Concentrated Therapeutic Antibodies

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Year:

2021

Machine Learning Feature Selection for Predicting High Concentration Therapeutic Antibody Aggregation

Article Link

Year:

2020

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