$$ \alpha $$ -KIDS: A Novel Feature Evaluation in the Ultrahigh-Dimensional Right-Censored Setting, With Application to Head and Neck Cancer. [PDF]
Urmi AF, Ke C, Bandyopadhyay D.
europepmc +1 more source
Large Language Model in Materials Science: Roles, Challenges, and Strategic Outlook
Large language models (LLMs) are reshaping materials science. Acting as Oracle, Surrogate, Quant, and Arbiter, they now extract knowledge, predict properties, gauge risk, and steer decisions within a traceable loop. Overcoming data heterogeneity, hallucinations, and poor interpretability demands domain‐adapted models, cross‐modal data standards, and ...
Jinglan Zhang +4 more
wiley +1 more source
Leveraging historical trials to predict Fusarium head blight resistance in spring wheat breeding programs. [PDF]
Brault C +8 more
europepmc +1 more source
Advanced Experiment Design Strategies for Drug Development
Wang et al. analyze 592 drug development studies published between 2020 and 2024 that applied design of experiments methodologies. The review surveys both classical and emerging approaches—including Bayesian optimization and active learning—and identifies a critical gap between advanced experimental strategies and their practical adoption in ...
Fanjin Wang +3 more
wiley +1 more source
A Complete Density Correction using Normalizing Flows (CDC-NF) for CMIP6 GCMs. [PDF]
Fang S +4 more
europepmc +1 more source
Bounded symbols and Reproducing Kernel Thesis for truncated Toeplitz operators
Anton Baranov +4 more
openalex +1 more source
A Generalized Framework for Data‐Efficient and Extrapolative Materials Discovery for Gas Separation
This study introduces an iterative supervised machine learning framework for metal‐organic framework (MOF) discovery. The approach identifies over 97% of the best performing candidates while using less than 10% of available data. It generalizes across diverse MOF databases and gas separation scenarios.
Varad Daoo, Jayant K. Singh
wiley +1 more source
Principal component guided DCGAN for mitigating mode collapse in electromagnetic pulse signal synthesis. [PDF]
Gao Z +5 more
europepmc +1 more source
Using reproducing kernel for solving a class of singularly perturbed problems
Yulan Wang +3 more
openalex +1 more source

