Trustworthy Inverse Molecular Design via Alignment with Molecular Dynamics
Abstract Data‐driven inverse molecular design (IMD) has attracted significant attention in recent years. Despite the remarkable progress, existing IMD methods lag behind in terms of trustworthiness, as indicated by their misalignment to the ground‐truth function that models the molecular dynamics. H...
Saved in:
Main Authors: | Kevin Tirta Wijaya, Navid Ansari, Hans‐Peter Seidel, Vahid Babaei |
---|---|
Format: | Article |
Language: | English |
Published: |
Wiley
2025-07-01
|
Series: | Advanced Science |
Subjects: | |
Online Access: | https://doi.org/10.1002/advs.202416356 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Exploration and practice of human-machine trustworthy mechanism in XAI
by: LUO Zhongyan, et al.
Published: (2025-07-01) -
Uncovering the molecular targets of phytocannabinoids: mechanistic insights from inverse molecular docking fingerprint approaches
by: Vid Ravnik, et al.
Published: (2025-06-01) -
AI_TAF: A Human-Centric Trustworthiness Risk Assessment Framework for AI Systems
by: Eleni Seralidou, et al.
Published: (2025-06-01) -
Dynamic facial trustworthiness perception in real-time social contexts
by: Haoming Qi, et al.
Published: (2025-07-01) -
Respect for Autonomous Risky Decisions and People with IDD: Prioritizing Healthcare Provider Trustworthiness
by: Andria Bianchi
Published: (2025-07-01)