Paper List

Open Access Academic Papers from Research Square

3 results found
Research Article posted

FitWisdom: User perceptions of an explainable, fairness-audited exercise recommender in a community setting

Parvati Naliyatthaliyazchayil, Lalitha Pranathi Pulavarthy, Kevin Chen, Khushboo Chandnani, Viraj Gadeela, Donya Nemati, Navin Kaushal, Saptarshi Purkayastha

Mobile health (mHealth) recommender systems for physical activity increasingly employ sophisticated personalization, yet few integrate clinical-guideline-grounded user modeling, explainability, and fa...

Research Square 2026-04-22 rs-9436252
User modeling Health recommender systems Explainable AI Algorithmic fairness PLS-SEM Mobile health
View Original PDF
Article under-review

A Vertical Conversation: How Explainable Deep Learning reveals stability-dependent information pathways in the Atmospheric Boundary Layer

John Keithley Difuntorum, Marwan Katurji, Jiawei Zhang, Peyman Zawar-Reza

The atmospheric boundary layer (ABL) is a turbulent “vertical conversation” that couples motions across height and time in strongly stability-dependent ways, yet most learning systems neither reveal n...

Nature Portfolio 2026-04-21 rs-8998358
Atmospheric Boundary Layer Deep Learning Explainable AI
View Original PDF
Research Article under-review

Physics-Guided AI Cascaded Corrector Model Significantly Extends Madden-Julian Oscillation Prediction Skill

Xiao Zhou, Yuze Sun, Jie Wu, Xiaomeng Huang

The Madden-Julian Oscillation (MJO) is an important driver of global weather and climate extremes, but its prediction in operational dynamical models remains challenging, with skillful forecasts typic...

Climate Dynamics 2026-04-20 rs-9352677
Madden-Julian Oscillation Deep learning Bias correction Explainable AI
View Original PDF
Back to Top
Home
Browse
Submit
About
0.035853s