A Generative Neuro‐Symbolic AI for Protein Sequence Design
We introduce EffieDes, a neuro‐symbolic framework coupling deep learning‐based fitness landscape parameterization with exact automated reasoning. Unlike greedy sampling, EffieDes identifies sequences that globally optimize fitness while satisfying intricate design constraints.
Marianne Defresne +12 more
wiley +1 more source
Validation of a commercial intraoral auto-segmentation algorithm against expert-annotated clinical data with comparison to a transparent algorithm. [PDF]
Adabdokht R +7 more
europepmc +1 more source
This study integrates single‐cell multi‐omics, spatial transcriptomics, and cross‐species comparative analyses to systematically characterize the cellular composition and differentiation trajectories of goat mammary epithelial cells, along with the gene regulatory networks and intercellular communication mechanisms governing these trajectories, thereby
Xiaoru Yan +12 more
wiley +1 more source
NbOx Mott Memristor‐Based Oscillatory P‐trit for Ternary Potts Machine
A ternary Potts machine utilizing NbOx‐based probabilistic trits (p‐trits) is demonstrated for efficient combinatorial optimization. By leveraging the electro‐thermal switching dynamics of NbOx memristors, this architecture generates three‐state stochastic fluctuations.
Hakseung Rhee +10 more
wiley +1 more source
Fast 3D Partial Boundary Data EIT Reconstructions Using Direct Inversion CGO-Based Methods. [PDF]
Hamilton SJ +3 more
europepmc +1 more source
Super‐multiplexed Label‐free Raman Imaging (SLRI) enables 2D/3D metabolic mapping of intact Drosophila testes. Moving beyond descriptive morphology, it establishes a multidimensional tool for tissue metabolic remodeling, and offers a generalizable platform for complex tissue analysis, with implications extending to development and disease. ABSTRACT The
Jiaxin Li +23 more
wiley +1 more source
Deep CNN chaotic key generator for multi-parameter elliptic curves over cybersecurity image encryption application. [PDF]
Alabdali AM, Hagras EAA.
europepmc +1 more source
Understanding and Mitigating Bias From Artificial Intelligence in Otolaryngology: A State-of-the-Art Review. [PDF]
Ryan MT, Gudis DA.
europepmc +1 more source
Building an interpretable machine learning prognosis prediction model-based on baseline examinations of patients with esophageal cancer undergoing surgery. [PDF]
Zhan R, Wang Q.
europepmc +1 more source
Advances in label-free dynamic imaging of live cells using fourier ptychographic microscopy. [PDF]
Shao L +6 more
europepmc +1 more source

