Ying Qin
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Computer Science > Computer Science and Game Theory
We study gains from trade in matching markets with independent private values and costs, Bayesian incentive compatibility, interim individual rationality, and no expected budget deficit. A second-best guarantee for finite bilateral trade extends without loss to matching markets with independent Borel priors, arbitrary downward-closed feasibility, and finite expected first-best gains.
On-demand design of controlled-release systems using an expert-mimic AI framework
Abstract Navigating a vast formulation-preparation design space that is highly sensitive to perturbations makes trial-and-error approaches inefficient and costly for diverse clinical needs. Here, we introduce an expert-mimic AI framework called E-MAF that integrates a process-aware surrogate with an optimized genetic algorithm to emulate coarse-to-fine reasoning, autonomously generating lab-ready designs tailored to desired release profiles.
Arabidopsis STN7/STN8 alleviates oxidative damages via different regulatory patterns under drought stress
INTRODUCTION The photosynthetic apparatus is composed of pigment–protein complexes that are located in the thylakoid membrane. Light energy is harvested by the LHC system and converted into chemical form via two large multi-subunit pigment–protein complexes called photosystems I (PSI) and II (PSII). PSII is easily damaged, and the damage is linearly dependent on light intensity.
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