Multiplexed
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Related Articles from SNS
UMITIC: An unsupervised framework for the joint characterization of cellular phenotypes and spatial neighborhoods in multiplex and hyperplex immunofluorescence imaging data
Multiplexed imaging technologies enable the simultaneous measurement of dozens of protein markers while preserving context, providing a high-resolution view of tissue organization schemes. However, extracting meaningful insights from these high-dimensional datasets--particularly in hyperplex settings (>20 markers)--remains a major computational challenge, especially in the absence of annotated data. Here, we present UMITIC (Unsupervised Analysis of Multiplex Images via TIssue...
DropSynth-Gold: Golden Gate Assembly in Emulsions Extends Multiplexed Gene Libraries to Greater Lengths
The ability to synthesize longer genes at scale remains a central challenge in multiplexed gene synthesis. DropSynth is a pooled gene synthesis platform that enables highly multiplexed, compartmentalized assembly from microarray-derived oligonucleotides, but current implementations rely on polymerase cycling assembly (PCA), which constrains fragment number, construct length, and assembly fidelity. Here we present DropSynth-Gold, an evolution of the DropSynth platform that replaces PCA with...
Introducing multiplex semantic networks as multifaceted representations of creative associative knowledge across multilingual samples
arXiv:2606.09403v1 Announce Type: new Abstract: Creativity is a complex cognitive ability that relies on knowledge organisation and retrieval from semantic memory. Yet most research uses a single task to measure it, capturing only a fraction of this complexity. This study investigates multiplex networks - layered semantic networks obtained from six cognitive tasks - as a more comprehensive approach to modelling the associative knowledge underlying creativity.
Evolution of cooperation in the multiplex
arXiv:2606.00196v1 Announce Type: cross Abstract: Across biological and social systems, cooperation often depends on phenotypic cues rather than random encounters. To account for real-world interactions unfolding across multiple, simultaneous dimensions, here we develop a general framework for the evolution of cooperation in multiplex networks governed by multi-phenotype homophily. We derive analytical conditions for natural selection to favor cooperation across phenotypic traits that are...
Engineering Favorable Propagation: Near-Field IRS Deployment for Spatial Multiplexing
arXiv:2601.07317v2 Announce Type: replace Abstract: In intelligent reflecting surface IRS assisted multiple input multiple output MIMO systems, a strong line of sight LoS link is required to compensate for the severe cascaded path loss. However, such a link renders the effective channel highly rank deficient and fundamentally limits spatial multiplexing. To overcome this limitation, this paper leverages the large aperture of sparse arrays to harness near field spherical wavefronts, and...
Evolution of cooperation in the multiplex
arXiv:2606.00196v2 Announce Type: replace-cross Abstract: Across biological and social systems, cooperation often depends on phenotypic cues rather than random encounters. To account for real-world interactions unfolding across multiple, simultaneous dimensions, here we develop a general framework for the evolution of cooperation in multiplex networks governed by multi-phenotype homophily. We derive analytical conditions for natural selection to favor cooperation across phenotypic traits...
X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding
Announce Type: new Abstract: While video streaming understanding has made significant strides, real-world applications, such as live sports broadcasting, autonomous driving, and multi-screen collaboration, inherently demand continuous, multi-stream interactions. However, existing benchmarks are confined to single-stream paradigms, leaving a critical gap in evaluating online, cross-stream reasoning. To bridge this, we introduce X-Stream, the first benchmark dedicated to multi-stream streaming...
High-bandwidth frequency domain multiplexed readout of transition-edge sensors for neutrinoless double beta decay searches
arXiv:2601.23106v2 Announce Type: replace Abstract: The next-generation of cryogenic neutrinoless double-beta decay experiments require increasingly fast readout in order to improve background discrimination. These experiments, operated as cryogenic calorimeters at $\sim$10 mK, are usually read out by high-impedance neutron transmutation doped (NTD) thermistors, which provide good energy resolution, but are limited by $\sim$1 ms response times. Superconducting detectors, such as...
X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding
arXiv:2606.02482v2 Announce Type: replace Abstract: While video streaming understanding has made significant strides, real-world applications, such as live sports broadcasting, autonomous driving, and multi-screen collaboration, inherently demand continuous, multi-stream interactions. However, existing benchmarks are confined to single-stream paradigms, leaving a critical gap in evaluating online, cross-stream reasoning. To bridge this, we introduce X-Stream, the first benchmark dedicated to...
High-bandwidth frequency domain multiplexed readout of transition-edge sensors for neutrinoless double beta decay searches
arXiv:2601.23106v3 Announce Type: replace Abstract: The next-generation of cryogenic neutrinoless double-beta decay experiments require increasingly fast readout in order to improve background discrimination. These experiments, operated as cryogenic calorimeters at $\sim$10 mK, are usually read out by high-impedance neutron transmutation doped (NTD) thermistors, which provide good energy resolution, but are limited by $\sim$1 ms response times. Superconducting detectors, such as...