Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Vinay Kumar

5PUBLICATIONS
18CO-AUTHORS
Cheminformatics and quantitative structure-activity relationshipsDeep learningAdversarial machine learningSurface water quality processes and contaminated sediment assessment
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (5)

Sort by Publication Date:
|Jun 08, 2026
A round-robin exercise for the precise prediction of aqueous solubility of organic chemicals using chemometric, machine learning, and stacking ensemble of deep learning models.

|Jan 23, 2026
Comparative machine learning and deep learning frameworks for robust carcinogenicity prediction and activity cliff analysis.

Arkaprava Banerjee, Vinay Kumar, Kunal Roy

|Aug 15, 2025
Machine learning-based q-RASAR modelling for the in silico identification of novel α7nAChR agonists for anti-Alzheimer's drug discovery.

V Kumar, K Roy

|Jan 08, 2025
The q-RASPR approach for predicting the property and fate of persistent organic pollutants.

Chia Ming Chang, Arkaprava Banerjee, Vinay Kumar

|Jun 13, 2022
Repurposing FDA approved drugs as possible anti-SARS-CoV-2 medications using ligand-based computational approaches: sum of ranking difference-based model selection.

Priyanka De, Vinay Kumar, Supratik Kar

Pageof 1

Frequent Collaborators

5 joint publications

Kunal Roy

3 joint publications

Arkaprava Banerjee

2 joint publications

Supratik Kar

1 joint publications

Priyanka De

1 joint publications

Jerzy Leszczynski

1 joint publications

Chia Ming Chang

1 joint publications

Emilio Benfenati

1 joint publications

Shubha Das

1 joint publications

Prodipta Bhattacharyya

1 joint publications

Probir Kumar Ojha

Frequent Collaborators

5 joint publications

Kunal Roy

3 joint publications

Arkaprava Banerjee

2 joint publications

Supratik Kar

1 joint publications

Priyanka De