Mapping uncertainty using differentiable programming
Abstract Uncertainty quantification (UQ) and propagation is a ubiquitous challenge in science, permeating our field in a general fashion, and its importance cannot be overstated. Recently, the commoditization of differentiable programming, motivated by the development of machine learning, has allowed easier access to tools for evaluating derivatives of
Victor Alves+3 more
wiley +1 more source
A mixed-methods study on the recruitment of patients from ethnic minority groups to clinical trials in a central London teaching hospital. [PDF]
Vindrola-Padros C+9 more
europepmc +1 more source
opXRD: Open Experimental Powder X‐Ray Diffraction Database
We introduce the Open Experimental Powder X‐ray Diffraction Database, the largest openly accessible collection of experimental powder diffractograms, comprising over 92,000 patterns collected across diverse material classes and experimental setups. Our ongoing effort aims to guide machine learning research toward fully automated analysis of pXRD data ...
Daniel Hollarek+23 more
wiley +1 more source
"At home, I never felt included, I always felt on the outside": Deaf peoples' perspectives on how inadequate access to childhood communication influences mental health outcomes. [PDF]
McRae R+4 more
europepmc +1 more source
Training Teacher Trainees of the Slovak Language and Literature Teacher in a Minority Environment
Zdenka Kumorová
openalex +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
Experiences of stigma and access to care among long COVID patients: a qualitative study in a multi-ethnic population in the Netherlands. [PDF]
Nyaaba GN+11 more
europepmc +1 more source
Minority Language Media and Journalists in the Context of Societal Integration in Estonia [PDF]
Maria Jufereva, Epp Lauk
openalex