Trustworthy Inverse Molecular Design via Alignment with Molecular Dynamics
Data‐driven inverse molecular design (IMD) is a promising approach to discovering new molecules with desired properties. Despite the remarkable progress, existing IMD methods lag behind in terms of trustworthiness, as indicated by their misalignment with the ground‐truth function that models the molecular dynamics.
Kevin Tirta Wijaya+3 more
wiley +1 more source
Control-Informed Reinforcement Learning for Chemical Processes. [PDF]
Bloor M+5 more
europepmc +1 more source
Behavior Acquisition by Multi-Layered Reinforcement Learning.
Yasutake Takahashi, Minoru Asada
openalex +2 more sources
Speeding Up Relational Reinforcement Learning through the Use of an Incremental First Order Decision Tree Learner [PDF]
Kurt Driessens+2 more
openalex +1 more source
From Code to Life: The AI‐Driven Revolution in Genome Editing
This review explores AI‐driven advancements in genome editing, focusing on CRISPR optimization, enhanced targeting precision, reduced off‐target effects, and novel tool design. It addresses ethical challenges, data biases, and highlights future prospects in precision medicine, agriculture, and synthetic biology.
Zhidong Li+10 more
wiley +1 more source
Cyber security Enhancements with reinforcement learning: A zero-day vulnerabilityu identification perspective. [PDF]
Naeem MR+5 more
europepmc +1 more source
Advanced Pharmaceutical Nanotechnologies Applied for Chinese Herbal Medicines
This review offers a comprehensive overview of pharmaceutical nanotechnology strategies to address limitations associated with the complex material basis and relative mild therapeutic efficacy of Chinese herbal medicines, and summarizes the advantages of these strategies.
Jiameng Li+11 more
wiley +1 more source
scRL: Utilizing Reinforcement Learning to Evaluate Fate Decisions in Single-Cell Data. [PDF]
Fu Z, Chen C, Wang S, Wang J, Chen S.
europepmc +1 more source
DQL: A New Updating Strategy for Reinforcement Learning Based on Q-Learning [PDF]
Carlos E. Mariano, Eduardo F. Morales
openalex +1 more source
Molecular mechanism study of self‐assembled M2pep‐Cs NPs/Plerixafor nanoparticles in targeting MΦ reprogramming by regulating the CXCL12–CXCR4 signaling pathway to enhance immune recognition and clearance of GC (Created by BioRender). Abstract Gastric carcinoma (GC) remains a major global health challenge, requiring novel therapeutic approaches.
Qianqian Cao+9 more
wiley +1 more source