Determinants of Poor Health‐Related Quality of Life in Patients With Food Allergy
Allergy, EarlyView.Machine‐learning analysis of 502 well‐characterised food‐allergic patients was used to identify key determinants of poor FA‐HRQL, defined as FAQLQ ≥ 5. The most relevant predictors were adult age, female sex, multiple food allergies, severe reactions, need for urgent care, onset before 18 years, and longer disease duration.
Rosialzira Natasha Vera‐Berrios +24 more
wiley +1 more source
Value-Regularized Reinforcement Learning for Model Predictive Control of Autonomous Mobile Robots Under Stochastic Disturbances. [PDF]
Sensors (Basel)Yu C, Zhang W, Li Q, Cheng Y, Li Z.
europepmc +1 more source
Scalable Computation of Topological Abstractions for Scalar Data
Computer Graphics Forum, EarlyView.Abstract Topological data analysis has become an important tool for large scale scalar data analysis and visualization, efficiently extracting the inherent structure and features of interest of the data. However, with growing dataset sizes and complexity, it is increasingly becoming infeasible to compute topological abstractions of interest in serial ...
M. Will +6 more
wiley +1 more source
Data-Driven Nonlinear Model Predictive Control for Air Separation Units. [PDF]
ACS OmegaKrespach V +9 more
europepmc +1 more source
Fluid Control with Localized Spacetime Windows
Computer Graphics Forum, EarlyView.Abstract We present a physics‐based fluid control method utilizing localized spacetime windows, extending force‐based fluid control to substantially larger simulation scales. In many practical editing scenarios, user‐specified objectives affect only a small region of an otherwise satisfactory simulation, resulting in optimal control force distributions
Y. Chen, D. I. W. Levin, T. R. Langlois
wiley +1 more source
Dynamic Modeling and Model Predictive Control of an Oxygen Distribution Pipeline System. [PDF]
Ind Eng Chem ResHamdan H, Chachad A, Lou HH, Xu Q.
europepmc +1 more source
Practical Guidance for the Use of Control‐IQ Technology During Physical Activity and Exercise
Diabetes, Obesity and Metabolism, EarlyView.ABSTRACT Introduction Use of automated insulin delivery (AID) systems during physical activity and exercise (PA) is safe and associated with improved glucose outcomes when compared with insulin pump therapy in manual mode and insulin pen therapy, provided that appropriate adjustments to insulin doses and carbohydrate intake are ensured. Aim This expert
Sergio Di Molfetta +7 more
wiley +1 more source
Scaling Gaussian Processes for Deterministic Model Predictive Control with Online Updates: A Framework for Model Selection and Re-identification in Process Control. [PDF]
Ind Eng Chem ResFouts MW, Mebane DS, Lima FV.
europepmc +1 more source
Impacts of Edge AI/agentic AI on supply chain management and operations research
International Transactions in Operational Research, EarlyView.Abstract Edge AI refers to the deployment and execution of artificial intelligence (AI) algorithms on decentralized, local computing devices (e.g., Internet of Things) rather than relying on centralized cloud‐based computing infrastructures. The literature has addressed the increasing importance of AI in supply chain and operations management (SCOM ...
Dmitry Ivanov
wiley +1 more source
A model predictive control-based energy management strategy for grid-connected nanogrids. [PDF]
Sci RepSelmy M +4 more
europepmc +1 more source