Manan Goel

International Institute of Information Technology, Hyderabad — India

Computer Science · Physical Sciences

4h-index113citations5works0.02yr avg
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Research Topics

Computational Drug Discovery Methods(5), Machine Learning in Materials Science(5), Protein Structure and Dynamics(2), Innovative Microfluidic and Catalytic Techniques Innovation(2), Various Chemistry Research Topics(1)

Publications5 total

Streamlining pipeline efficiency: a novel model-agnostic technique for accelerating conditional generative and virtual screening pipelines
Scientific Reports·2023· 1 citedOpen Access
MO-MEMES: A method for accelerating virtual screening using multi-objective Bayesian optimization
Frontiers in Medicine·2022· 6 citedOpen Access
Efficient and enhanced sampling of drug‐like chemical space for virtual screening and molecular design using modern machine learning methods
Wiley Interdisciplinary Reviews Computational Molecular Science·2022· 21 cited
Modern machine learning for tackling inverse problems in chemistry: molecular design to realization
Chemical Communications·2022· 43 cited
MoleGuLAR: Molecule Generation Using Reinforcement Learning with Alternating Rewards
Journal of Chemical Information and Modeling·2021· 42 cited

Frequent Co-authors

U. Deva Priyakumar(5), Bhuvanesh Sridharan(2), Siddhartha Laghuvarapu(2), Shampa Raghunathan(1), Rishal Aggarwal(1), Pradeep Kumar Pal(1), Sarvesh Mehta(1), Karthik Viswanathan(1), Girish Varma(1)