A Predictive Theory-Guided and Experimentally Controllable Framework for Rational Design of Two-Dimensional Magnetism: Discovery of a Scandium-Based ScCl Magnet. [PDF]
Jia J +10 more
europepmc +1 more source
CoSP: Reconfigurable Metamaterial Inverse Design via Contrastive Pretrained Large Language Model
In this work, CoSP (contrastive multi‐state pretrain), an intelligent inverse design method for reconfigurable metamaterials based on a contrastive pretrained large language model, is proposed. Numerical experiments demonstrate that CoSP can design reconfigurable metamaterial structures for multi‐state, multi‐band optical responses, showing great ...
Shujie Yang +4 more
wiley +1 more source
Accelerated Ostwald Ripening by Chemical Activity. [PDF]
Sorkin B, Wingreen NS.
europepmc +1 more source
Perovskite photovoltaics face persistent challenges in stability, reproducibility, data fragmentation, and scale‐up. An interconnected discovery ecosystem is proposed to bridge the gap between prediction and experimental realization by integrating AI‐assisted design, autonomous experimentation, physical–digital synchronization, provenance‐aware data ...
Jamal Uddin Ahamed +3 more
wiley +1 more source
Realizability in Proper Total Domination in Graphs [PDF]
Gary Chartrand +2 more
doaj +1 more source
Eigenspace-based reinforcement learning acceleration of statistical convergence in turbulent flows.
Masclans N, Jofre L.
europepmc +1 more source
How School-Based Interventions Shape the Developing Brain during 3-12 Years: A Systematic Review and Exploratory Meta-analysis. [PDF]
Li J, Huang R, Li H.
europepmc +1 more source
Economic Impact of a Deep Learning Algorithm for Automated Head and Neck Surgery Referral Triage
This prospective cost–benefit analysis evaluated a deep learning algorithm for automated referral triage across 214 new patient referrals at a high‐volume Head and Neck Surgical Oncology center operating under a fee‐for‐service model. The algorithm reduced referral triage labor by 98.5% (displacing 0.94 FTEs per division) and identified 80 verified ...
Stephanie Younan +6 more
wiley +1 more source
BioMem-FWK4α: A Fractional Windkessel-Constant Phase Framework for Analog Simulation and Frequency-Domain Interpretation of Biological Ion Channels. [PDF]
Teuguia JP +6 more
europepmc +1 more source
ABSTRACT Artificial intelligence (AI) is transforming synthetic chemistry from task‐specific predictors into integrated platforms that unify retrosynthesis, reaction optimization, and closed‐loop robotic automation. This review highlights how AI‐assisted planning and robotic execution shorten cycle times, reduce step counts, and improve route ...
Amit Gangwal, Antonio Lavecchia
wiley +1 more source

