T. Nakamura, R. Okonkwo, L. Chen, & S. Patel
📖 Transactions of Computational Linguistics
📅 Feb 2025
🔗 DOI: 10.1145/aevum.210.8842
We propose a novel attention routing mechanism that dynamically allocates compute across expert networks based on input token entropy. Evaluated across 42 low-resource languages, our model reduces inference latency by 38% while maintaining BLEU scores within 1.2% of dense baselines. The framework introduces entropy-aware gating and cross-lingual parameter sharing...
NLP
Mixture-of-Experts
Low-Resource Languages
Attention Mechanisms
M. E. Rodriguez, J. Al-Farsi, & K. Tanaka
📖 Nature Immunology Reviews
📅 Jan 2025
🔗 DOI: 10.1038/aevum.210.7721
Tumor-associated macrophages (TAMs) exhibit profound metabolic shifts driven by hypoxic microenvironments and lactate accumulation. This review synthesizes multi-omics datasets from 84 clinical cohorts to map metabolic dependencies across TAM polarization states. We identify glycolytic checkpoint inhibitors as promising adjuvants for immunotherapy...
Oncology
Immunometabolism
Systems Biology
Multi-omics
A. Petrov, L. B. Singh, & F. Dubois
📖 Proceedings of Earth System Modeling
📅 Mar 2025
🔗 DOI: 10.1126/aevum.210.5590
Traditional threshold-based methods fail to capture nonlinear regime shifts in climate systems. TopoGraph constructs persistence landscapes from high-dimensional atmospheric data to identify early warning signals. Applied to Atlantic Meridional Overturning Circulation (AMOC) simulations, the method detects bifurcation points 18–24 months earlier than variance-autocorrelation metrics...
Climate Science
Topological Data Analysis
AMOC
Early Warning Signals
Y. Li, C. Müller, & R. Okafor
📖 Physical Review Letters
📅 Dec 2024
🔗 DOI: 10.1016/aevum.210.3314
We report zero-field NMR measurements on Herbertsmithite-variant kagome systems under uniaxial strain. The relaxation rate exhibits a power-law temperature dependence consistent with deconfined spinon excitations. Our findings provide experimental evidence for algebraic quantum spin liquid behavior and constrain theoretical models of fractionalization...
Condensed Matter
Quantum Materials
Spin Liquids
NMR Spectroscopy
E. Zhang, & M. Al-Rashid
📖 Journal of Financial Technology
📅 Jan 2025
🔗 DOI: 10.1007/aevum.210.9901
Using on-chain transaction data from 12 leading DeFi protocols, we quantify how loss aversion impacts liquidity provision decisions. Contrary to rational expectations models, liquidity providers exhibit 3.2x higher withdrawal rates following asymmetric price movements. We introduce a behavioral AMM routing mechanism that reduces impermanent loss exposure by 27%...
Behavioral Economics
DeFi
Liquidity Pools
On-chain Analysis
S. K. Wright, D. Morales, & H. Park
📖 Neuron Systems
📅 Feb 2025
🔗 DOI: 10.1101/aevum.210.4488
High-density EEG recordings across 64 participants reveal phase-amplitude coupling between thalamic delta and hippocampal theta oscillations during slow-wave sleep. Disrupting this coupling via targeted acoustic stimulation reduces next-day memory retention by 41%, establishing a causal role for thalamocortical dynamics in offline consolidation...
Memory
Sleep Neuroscience
EEG
Oscillations