Paper List
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MCP-AI: Protocol-Driven Intelligence Framework for Autonomous Reasoning in Healthcare
This paper addresses the critical gap in healthcare AI systems that lack contextual reasoning, long-term state management, and verifiable workflows by...
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Model Gateway: Model Management Platform for Model-Driven Drug Discovery
This paper addresses the critical bottleneck of fragmented, ad-hoc model management in pharmaceutical research by providing a centralized, scalable ML...
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Tree Thinking in the Genomic Era: Unifying Models Across Cells, Populations, and Species
This paper addresses the fragmentation of tree-based inference methods across biological scales by identifying shared algorithmic principles and stati...
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SSDLabeler: Realistic semi-synthetic data generation for multi-label artifact classification in EEG
This paper addresses the core challenge of training robust multi-label EEG artifact classifiers by overcoming the scarcity and limited diversity of ma...
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Decoding Selective Auditory Attention to Musical Elements in Ecologically Valid Music Listening
This paper addresses the core challenge of objectively quantifying listeners' selective attention to specific musical components (e.g., vocals, drums,...
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Physics-Guided Surrogate Modeling for Machine Learning–Driven DLD Design Optimization
This paper addresses the core bottleneck of translating microfluidic DLD devices from research prototypes to clinical applications by replacing weeks-...
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Mechanistic Interpretability of Antibody Language Models Using SAEs
This work addresses the core challenge of achieving both interpretability and controllable generation in domain-specific protein language models, spec...
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Fluctuating Environments Favor Extreme Dormancy Strategies and Penalize Intermediate Ones
This paper addresses the core challenge of determining how organisms should tune dormancy duration to match the temporal autocorrelation of their envi...
Collective adsorption of pheromones at the water-air interface
Aix Marseille Univ, CNRS, Centrale Med, IRPHE (UMR 7342), Marseille, France | ICSM, CEA, CNRS, ENSCM, Univ. Montpellier, Marcoule, France | Institut de Recherche sur la Biologie de l’Insecte, UMR 7261, CNRS-Université de Tours, Tours, France
30秒速读
IN SHORT: This paper addresses the core challenge of understanding how amphiphilic pheromones, previously assumed to be transported in the gas phase, can be stabilized and concentrated at the water-air interface of atmospheric aerosols through collective adsorption and a 2D phase transition.
核心创新
- Methodology Presents state-of-the-art all-atom molecular dynamics simulations to construct a full Langmuir adsorption isotherm for a pheromone monolayer, a comprehensive approach rare in the field.
- Biology Quantifies the collective adsorption free energy gain (~2kBT per molecule) for bombykol at the water-air interface, providing a mechanistic explanation for pheromone enrichment on atmospheric aerosols.
- Theory Identifies and characterizes a two-dimensional liquid-gas phase transition within the pheromone monolayer, modeled successfully with a soft-sticky particle equation of state.
主要结论
- Collective interactions within a bombykol monolayer at the water-air interface provide a stabilization free energy of approximately 2kBT per molecule, significantly enhancing adsorption compared to individual molecules.
- The monolayer exhibits a clear two-dimensional liquid-gas phase transition, accurately described by a soft-sticky particle equation of state, with the transition plateau evident in the surface tension vs. concentration isotherm.
- The calculated adsorption free energy increases under lower estimates of the condensing surface concentration (ΓC), indicating that pheromone adsorption onto aerosols is more favorable in dilute regimes, relevant for atmospheric conditions.
摘要: Understanding the phase behaviour of pheromones and other messaging molecules remains a significant and largely unexplored challenge, even though it plays a central role in chemical communication. Here, we present all-atom molecular dynamics simulations to investigate the behavior of bombykol, a model insect pheromone, adsorbed at the water–air interface. This system serves as a proxy for studying the amphiphilic nature of pheromones and their interactions with aerosol particles in the atmosphere. Our simulations reveal the molecular organization of the bombykol monolayer and its adsorption isotherm. A soft-sticky particle equation of state accurately describes the monolayer’s behavior. The analysis uncovers a two-dimensional liquid–gas phase transition within the monolayer. Collective adsorption stabilises the molecules at the interface and the calculated free energy gain is approximately 2kBT. This value increases under lower estimates of the condensing surface concentration, thereby enhancing pheromone adsorption onto aerosols. Overall, our findings hold broad relevance for molecular interface science, atmospheric chemistry, and organismal chemical communication, particularly in highlighting the critical role of phase transition phenomena.