This study provides an introduction to Bayesian optimisation targeted for experimentalists. It explains core concepts, surrogate modelling, and acquisition strategies, and addresses common real‐world challenges such as noise, constraints, mixed variables, scalability, and automation.
Chuan He +2 more
wiley +1 more source
System Preparedness for Rising Kidney Replacement Therapy Demand: Late-Stage CKD Drives Costs, Healthcare Resource Utilisation and Environmental Impact in Switzerland. [PDF]
Campbell-James T +11 more
europepmc +1 more source
MusicSwarm: Biologically Inspired Intelligence for Music Composition
Biologically inspired swarms of frozen foundation models self‐organize to compose complex music without fine‐tuning. By coordinating through stigmergic signals, decentralized agents dynamically evolve specialized roles and adapt to solve complex tasks.
Markus J. Buehler
wiley +1 more source
Budget Impact of Secukinumab in Psoriatic Arthritis Patients with Contraindication to TNF-Alpha Inhibitors. [PDF]
Permsuwan U +2 more
europepmc +1 more source
Artificial intelligence (AI) is reshaping autonomous mobile robot navigation beyond classical pipelines. This review analyzes how AI techniques are integrated into core navigation tasks, including path planning and control, localization and mapping, perception, and context‐aware decision‐making. Learning‐based, probabilistic, and soft‐computing methods
Giovanna Guaragnella +5 more
wiley +1 more source
HomoTherm: An Open-Source Approach to Modelling Heat Exchange in Humans and Other Hominins in Diverse Environments. [PDF]
Kearney MR, Mitchell D, Maloney SK.
europepmc +1 more source
Electrical impedance tomography (EIT) tactile skins enable multiplexed measurements that trade sensing speed against information richness. This work introduces an economy‐of‐touch framework that treats tactile sensing as an information‐budgeting problem.
Xiaoxian Xu, David Hardman, Fumiya Iida
wiley +1 more source
A historical budget impact and expenditure analysis of meropenem and clavulanate-based treatment for adults with XDR-TB at a specialised TB hospital in South Africa. [PDF]
Mgoqi BB, McGee SA, Suleman F.
europepmc +1 more source
Abstract While multiple factors explain low adoption rates of improved varieties by small‐scale farmers in sub‐Saharan Africa, a key supply‐side constraint is the limited availability of seed embodying new traits in the volume, quality, price, and timeliness required by farmers. This constraint is partly attributable to classical failures in the market
Dawit Mekonnen +5 more
wiley +1 more source
RELEAP: reinforcement-enhanced label-efficient active phenotyping for electronic health records. [PDF]
Yang Y +5 more
europepmc +1 more source

