Causality in liquid water as a hallmark of emergent glassy dynamics.
Key Insights
- In molecular liquids such as water, time-delayed influences between microscopic or mesoscopic variables are typically probed using time-correlation functions, which are symmetric under detailed balance and therefore blind to dynamical asymmetries.
- Here, we characterize water's dynamics using a causa.
Show formatted citation
@misc{ acaciamarkets-research-causality-in-liquid-water-as-a-hallmark-of-emergent-glassy-d,
title = { Causality in liquid water as a hallmark of emergent glassy dynamics. },
author = { L Huet, V Del Tatto, D Banerjee et al. },
year = { 2026 },
doi = { 10.1073/pnas.2616852123 },
url = { https://pubmed.ncbi.nlm.nih.gov/42900731/ },
note = {Summarized and classified by AcaciaFund}
}
TY - GEN TI - Causality in liquid water as a hallmark of emergent glassy dynamics. AU - L Huet, V Del Tatto, D Banerjee et al. PY - 2026 DO - 10.1073/pnas.2616852123 UR - https://pubmed.ncbi.nlm.nih.gov/42900731/ ER -
Edit on GitHub — registry.json
Overview
In molecular liquids such as water, time-delayed influences between microscopic or mesoscopic variables are typically probed using time-correlation functions, which are symmetric under detailed balance and therefore blind to dynamical asymmetries. Here, we characterize water's dynamics using a causal inference metric that captures asymmetric couplings between collective variables. Analyzing equilibrium molecular dynamics simulations at ambient conditions and in the high-density liquid (HDL) regi
Key Topics
- Market Microstructure: A theme covered by this item within the markets context.
- Quantitative Modeling: A theme covered by this item within the markets context.
Why It Matters
This item adds to the markets knowledge base. Practitioners can use it to stay current on Causality in liquid water as a hallmark of emergent glassy dynamics, but should validate its claims against primary sources and more recent work before relying on it in production decisions.
Key Takeaways
- Understand how Causality in liquid water as a hallmark of emergent glassy dynamics relates to markets workflows and controls.
- Assess evidence quality and freshness before acting on the findings.
- Use the tagged topics to connect this item to related content in the library.