Bulk and genotype‐imputed transcriptomes obscure the cellular drivers of complex disease. CausalCellInfer resolves them by integrating invariant marker selection, deep learning deconvolution, and regularized matrix completion. Applied to ∼500 000 UK Biobank participants across 29 traits, it uncovers hallmark cell‐type proportion shifts, including ...
Liangying Yin +6 more
wiley +1 more source
Ultra-low-power probabilistic graphical computing based on memristors enabling communications signal processing. [PDF]
Jiang C +7 more
europepmc +1 more source
Probabilistic Ising machines are introduced as hardware‐native Gaussian samplers for edge communication workloads. Tunable variance and sampling density enable accurate distributions for Falcon‐class post‐quantum signatures and diffusion‐based semantic communication.
Davi Rodrigues +10 more
wiley +1 more source
Large-scale compressive microscopy via diffractive multiplexing across a sensor array. [PDF]
Zhou KC +8 more
europepmc +1 more source
Unlocking the Full Potential of Jumping Condensation on Microstructured Surfaces
Microcone arrays exhibit a spacing‐dependent transition between jumping and non‐jumping condensation. Dense microstructures favor full Cassie droplets, which depart cleanly, while wider spacing favors partial Cassie droplets that retain a localized wet region initiating new nucleation. These findings establish a link between microdroplet morphology and
Mariia S. Kiseleva +13 more
wiley +1 more source
A Run-Length-Compressed Skiplist Data Structure for Dynamic GBWTs Supports Time- and Space-Efficient Pangenome Operations over Syncmers. [PDF]
Durbin R.
europepmc +1 more source
Quantized Analog Inference Hardware Enabled by MoS2–Hf1‐xZrxO2 FeFET Synapses
A monolayer MoS2–HZO FeFET is presented as a pulse‐engineered neuromorphic device suitable for crossbar‐based analog computing. Programming‐pulse design enables tunable conductance trajectories for synaptic weight updates, while quantized machine‐learning approaches account for device variation, nonlinearity, and write noise, translating analog ...
Jeongmin Park +8 more
wiley +1 more source
Edge-Aware Short-Chain Diffusion Enables High-Fidelity Sparse-Sampling Optoacoustic Tomography. [PDF]
Fan Y +5 more
europepmc +1 more source
Mechanism of Direct Acoustic Construction and Gradient Properties Tuning
Directed acoustic construction enables omnidirectional gradient tuning of fingerprint‐inspired microstructures. By investigating the DAC mechanisms, diamond particles are found to enhance acoustic physical, mechanical, and chemical effects, promoting acoustic curing and broadening the range of gradient property tuning.
Dandan Wu +6 more
wiley +1 more source
Optimizing sparse and skew hashing: faster k-mer dictionaries. [PDF]
Pibiri GE, Patro R.
europepmc +1 more source

