Results 231 to 240 of about 474,657 (298)

Interpretability and Representability of Commutative Algebra, Algebraic Topology, and Topological Spectral Theory for Real‐World Data

Advanced Intelligent Discovery, EarlyView.
This article investigates how persistent homology, persistent Laplacians, and persistent commutative algebra reveal complementary geometric, topological, and algebraic invariants or signatures of real‐world data. By analyzing shapes, synthetic complexes, fullerenes, and biomolecules, the article shows how these mathematical frameworks enhance ...
Yiming Ren, Guo‐Wei Wei
wiley   +1 more source

A Multimodal Intelligent System for Human Digital Twin Simulation with Continuous Kinematic Data Tracking, Biometric Prognosis, and Cognitive State Feedback in Industrial Environments

Advanced Intelligent Discovery, EarlyView.
This article implements a unified human digital twin framework that integrates cutting edge actuation, sensing, simulation, and bidirectional feedback capability. The approach includes integrating multimodal sensing, AI, and biomechanical simulation into one compact system.
Tajbeed Ahmed Chowdhury, Sebastian Gratz‐Kelly, Eric Wagner, Paul Motzki, Martina Lehser   +4 more
wiley   +1 more source

DeepMapper: Attention‐Based AutoEncoder for System Identification in Wound Healing and Stage Prediction

Advanced Intelligent Discovery, EarlyView.
The authors develop a deep learning model for real‐time tracking of wound progression. The deep learning framework maps the nonlinear evolution of a time series of images to a latent space, where they learn a linear representation of the dynamics. The linear model is interpretable and suitable for applications in feedback control.
Fan Lu, Ksenia Zlobina, Michael Briden, Oscar Avalos, Héctor Carrión, Sebastian Osorio, Hsin‐ya Yang, Alexandra Nava, Michelle D. Bagood, Marco Rolandi, Roslyn Rivkah Isseroff, Marcella Gomez   +11 more
wiley   +1 more source

An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting

Advanced Intelligent Discovery, EarlyView.
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto, Gabriel Villarrubia Gonzalez, Ademir Nied, Laio Oriel Seman, Anne Carolina Rodrigues Klaar, Stefano Frizzo Stefenon   +5 more
wiley   +1 more source

Practical Considerations of FDA’s CLAP List to Support Testing of Extractables for Pharmaceuticals and Medical Devices

ACS Omega
Megan Flohl, Maria Tolstyakova, Emre Seyyal, Anna Michelson, Louis Fleck, Gyorgy Vas   +5 more
doaj   +1 more source

Uncertainty‐Guided Selective Adaptation Enables Cross‐Platform Predictive Fluorescence Microscopy

Advanced Intelligent Discovery, EarlyView.
Deep learning models often fail when transferred to new microscopes. A novel framework overcomes this by selectively adapting the early layers governing low‐level image statistics, while freezing deep layers that encode morphology. This uncertainty‐guided approach enables robust, label‐free virtual staining across diverse systems, democratizing ...
Kai‐Wen K. Yang, Andrew Bai, Alexandra Bermudez, Yunqi Hong, Zoe Latham, Iris Sloan, Michael Liu, Vishrut Goyal, Cho‐Jui Hsieh, Neil Y. C. Lin   +9 more
wiley   +1 more source

Definitions of community‐level approaches to address substance‐related harms and lessons learned: A systematic overview of reviews

American Journal of Community Psychology, EarlyView.
Abstract Community action focused on sociocultural and environmental influences to prevent alcohol and other drug (AOD) use and related harms is a global priority. Despite this recognition, understanding of effective community‐level approaches is limited.
Peter Gates, Andrea Zocco, Sara Farnbach
wiley   +1 more source

The Longitudinal Effect of APOL1 Risk Alleles on Sickle Cell Anemia‐Associated Kidney Function

American Journal of Hematology, EarlyView.
ABSTRACT Progressive kidney injury is a major cause of morbidity and mortality in sickle cell anemia (SCA). The high risk APOL1 G1/G2 variants contribute to the development of kidney disease in individuals of African ancestry, including those with SCA.
Sara R. Rashkin, Guolian Kang, Clifford M. Takemoto, Mitchell J. Weiss, Kenneth I. Ataga, Santosh L. Saraf, Jeffrey Lebensburger, Rima S. Zahr   +7 more
wiley   +1 more source

G‐CSF for Mobilizing CD34+ Cells in Individuals With SCD: A Word of Caution

American Journal of Hematology, EarlyView.
Akshay Sharma, Allistair Abraham, Monica Bhatia, María Cancio, Sonali Chaudhury, Selim Corbacioglu, Gregory M. T. Guilcher, Ashish O. Gupta, Rabi Hanna, Matthew M. Heeney, Tami John, Lakshmanan Krishnamurti, James L. LaBelle, Hemalatha G. Rangarajan, Shalini Shenoy, Elizabeth Stenger, Crawford Strunk, Courtney D. Fitzhugh   +17 more
wiley   +1 more source