Objectives and Key Results–Driven Multiagent Framework for Mechanical Design and Simulation
Advanced Intelligent Systems, EarlyView.Objectives and key results (OKR)‐agent, an OKR‐driven multiagent framework, turns a plain‐language engineering goal into completed mechanical simulations. Three peer agents—supervisor, modeler, and simulator—share a compact board of OKR and coordinate external molecular dynamics (MD) and finite‐element solvers through a standardized tool interface. The
Jie Tian +10 more
wiley +1 more source
Time Flows With the Changing of Events. [PDF]
Ann N Y Acad SciLogie M +2 more
europepmc +1 more source
Clarke Transform: A Lingua Franca for Continuum Robotics
Advanced Intelligent Systems, EarlyView.Using the Clarke transform, both robot‐dependent mappings are known exactly for kinematic models, leading to a complete chain of transformations between spaces with associated abstraction. This eases the derivation. Therefore, proposing the Clarke transform as a lingua franca and utilizing a practical fact sheet can pave the way for more systematic ...
Reinhard M. Grassmann, Sami Haddadin
wiley +1 more source
Leakage-Controlled Classification of Dataset-Derived Ordinal p53-Signature Size Categories in Fallopian-Tube Immunohistochemistry. [PDF]
Diagnostics (Basel)Alhazmi A.
europepmc +1 more source
MetaPaCS: A Novel Meta‐Learning Framework for Pancreatic Cancer Subtype Identification
Advanced Intelligent Systems, EarlyView.We have developed MetaPaCS, an ensemble meta‐learning framework for reliable prediction of pancreatic cancer subtypes with high accuracy. MetaPaCS is capable of capturing subtype‐specific distinct gene expression patterns and drug‐disease associations for pancreatic cancer.
Nick B. Peterson +4 more
wiley +1 more source
Validation design and experimental provenance shape apparent machine-learning transferability in legacy Mössbauer spectroscopy. [PDF]
RSC AdvArmağan O, Bedi̇r ME.
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.A controlled library of virgin polypropylene, one post‐industrial recycled grade, and recycled/virgin blends after accelerated weathering is combined with multimodal learning. Sequential analysis identifies X‐ray diffraction combined with Raman peak and spectral representations as a useful core for estimating Charpy impact strength within this library.
Kazuki Hammura +3 more
wiley +1 more source
Development and External Validation of Machine Learning Models for Ionized Calcium Estimation in Hypoalbuminemia. [PDF]
Diagnostics (Basel)Deniz L +5 more
europepmc +1 more source
American Journal of Agricultural Economics, EarlyView.Abstract This study develops and empirically estimates a structural framework to decompose the causal pathways of multilevel behavioral interventions targeting adolescent health behaviors. We apply this framework to the Kids SIPsmartER (KSS) program, a 6‐month, school‐based intervention evaluated through a clustered randomized controlled trial in rural
Naveen Abedin +5 more
wiley +1 more source
Lost in aggregation? On the importance of local food price data for food poverty estimates
American Journal of Agricultural Economics, EarlyView.Abstract This paper explores within‐country variations in food price dynamics and food poverty estimates by employing local market price data and national consumer price index (CPI) data. Our results show that national CPI data may be useful for approximating national trends but they fail to detect and identify spatial variations in local trends, which
Stephan Dietrich +4 more
wiley +1 more source