Advanced Science, EarlyView.Deep‐learning‐based signal enhancement is an effective way to recover high‐resolution details from a low‐resolution chromatin contact map. However, due to computational challenges, existing methods commonly divide up the contact map into small patches and create artificial discontinuities at patch boundaries.
Qinyao Li +6 more
wiley +1 more source
Leveraging word embeddings to enhance co-occurrence networks: A statistical analysis. [PDF]
PLoS OneAmancio DR, Machicao J, Quispe LVC.
europepmc +1 more source
Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks. [PDF]
Proc Conf Assoc Comput Linguist Meet, 2022 Bajaj G +7 more
europepmc +1 more source
Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks
Advanced Science, EarlyView.A high‐throughput screening framework based on graph neural networks (GNNs) and multi‐level validation facilitates the identification of singlet fission (SF) candidates. By efficiently predicting excitation energies across 20 million molecules, and integrating TDDFT calculations, synthetic accessibility assessments, and GW+BSE calculations, this ...
Li Fu +5 more
wiley +1 more source
Back-translation effects on static and contextual word embeddings for topic classification embedding in classification tasks. [PDF]
PLoS OneDržík D, Kelebercová L.
europepmc +1 more source
The Application of Projection Word Embeddings on Medical Records Scoring System. [PDF]
Healthcare (Basel), 2021 Lin C +7 more
europepmc +1 more source
Ferroelectric Devices for In‐Memory and In‐Sensor Computing
Advanced Science, EarlyView.Inspired by biological systems, in‐memory and in‐sensor computing overcome von Neumann bottlenecks. Ferroelectric devices can mimic synaptic functions and sense stimuli like light or force, therefore are ideal for these paradigms. This review introduces the ferroelectric devices applied for in‐memory and in‐sensor computing, covering their structures ...
Hong Fang +5 more
wiley +1 more source
Detecting gender bias in Arabic text through word embeddings. [PDF]
PLoS OneMourad A, Abu Salem FK, Elbassuoni S.
europepmc +1 more source
subs2vec: Word embeddings from subtitles in 55 languages. [PDF]
Behav Res Methods, 2021 van Paridon J, Thompson B.
europepmc +1 more source
Harnessing Phase Separation for the Development of High‐Performance Hydrogels
Advanced Science, EarlyView.ABSTRACT Hydrogels are indispensable for the development of next‐generation bioelectronics, soft robotics, and biomedical devices, where their mechanical properties determine performance and reliability. Among strategies to enhance hydrogel mechanics, phase separation enables controlled heterogeneity resulting in gel networks that are reinforced by ...
Yue Shao +3 more
wiley +1 more source