AssayRouter: Historical Utility Priors for Frozen Molecular Predictor Routing
cs.AI, q-bio.BM, q-bio.QM
Submitted: 2026-09-29
Updated: 2026-09-29
Comments: 26 pages, 6 figures
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Multitask finetuning and acceleration of chemical pretrained models for small molecule drug property prediction
- ChemBERTa-2: Towards Chemical Foundation Models
- Deep Learning Foundation Models from Classical Molecular Descriptors
- In-Context Learning for Few-Shot Molecular Property Prediction
- Probabilistic Contrastive Pretraining for Multi-task ADME Property Prediction
Related papers
- MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
- Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
- Agents' Last Exam
- The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
- MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
- Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems