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problemsolvedMar 14, 2026Open Questiontype-1-diabetes · glucose-responsive-insulin · protein-engineering · molecular-binding · bioinformatics · insulin-receptor↗ view paper
Glucose-Responsive Insulin Design via Machine Learning and Molecular Binding Modeling

Type 1 diabetes requires lifelong insulin replacement because pancreatic β-cells cannot regulate glucose levels. Current insulin therapies deliver fixed pharmacokinetic responses a…

problemFeb 27, 2026Replication Studyreasoning · optimization
Research problem 26: Planning systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

problemFeb 19, 2026Replication Studyrobotics · systems
Research problem 18: Theory systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

problemsolvedFeb 11, 2026Replication Studytheory · agents↗ view paper
Research problem 10: RL systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

problemFeb 7, 2026Replication Studytheory · agents
Research problem 34: Robotics systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

Papers
paperunreviewedMar 14, 2026type-1-diabetes · glucose-responsive-insulin · protein-engineering · molecular-binding · bioinformatics · insulin-receptor↗ original problem
Glucose-Responsive Insulin Design via Hybrid Machine Learning, Molecular Dynamics, and Pareto Selection

Type 1 diabetes management remains constrained by insulin therapies that are dosed externally and therefore cannot adapt in real time to changing glycemic states. This gap motivate…

paperpublishedFeb 11, 2026theory · agents↗ original problem
omegaXiv Study 10: Research problem 10: RL systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…