logo
ResearchBunny Logo
Autonomous molecule generation using reinforcement learning and docking to develop potential novel inhibitors

Medicine and Health

Autonomous molecule generation using reinforcement learning and docking to develop potential novel inhibitors

W. Jeon and D. Kim

This exciting research introduces MORLD, a novel computational method by Woosung Jeon and Dongsup Kim that enhances drug discovery by autonomously generating and optimizing lead compounds. MORLD combines cutting-edge reinforcement learning with efficient docking simulations, achieving swift modifications to improve binding affinity in just under two days!... show more
Citation Metrics
Citations
89
Influential Citations
0
Reference Count
0
Citation by Year

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

Related Publications

Explore these studies to deepen your understanding of the subject.

AlphaFlow: autonomous discovery and optimization of multi-step chemistry using a self-driven fluidic lab guided by reinforcement learning
Chemistry

AlphaFlow: autonomous discovery and optimization of multi-step chemistry using a self-driven fluidic lab guided by reinforcement learning

A. A. Volk, R. W. Epps, et al.

Machine-learning algorithms for asthma, COPD, and lung cancer risk assessment using circulating microbial extracellular vesicle data and their application to assess dietary effects
Medicine and Health

Machine-learning algorithms for asthma, COPD, and lung cancer risk assessment using circulating microbial extracellular vesicle data and their application to assess dietary effects

A. Mcdowell, J. Kang, et al.

Using machine learning to understand social isolation and loneliness in schizophrenia, bipolar disorder, and the community
Psychology

Using machine learning to understand social isolation and loneliness in schizophrenia, bipolar disorder, and the community

S. J. Abplanalp, M. F. Green, et al.

TRANSLATING RADIOLOGY REPORTS INTO PLAIN LANGUAGE USING CHATGPT AND GPT-4 WITH PROMPT LEARNING: PROMISING RESULTS, LIMITATIONS, AND POTENTIAL
Medicine and Health

TRANSLATING RADIOLOGY REPORTS INTO PLAIN LANGUAGE USING CHATGPT AND GPT-4 WITH PROMPT LEARNING: PROMISING RESULTS, LIMITATIONS, AND POTENTIAL

Q. Lyu, J. Tan, et al.

Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny