Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks
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
Improving the pricing of options: a neural network approach [PDF]
In this paper we apply statistical inference techniques to build neural network models which are able to explain the prices of call options written on the German stock index DAX.
Korn, Olaf +2 more
core
Research advances in brain-computer interfaces in oncology: from cancer pain management to neuroengineering for brain tumors and tumor-neural-immune interactions. [PDF]
Song Y +12 more
europepmc +1 more source
Simulation of Zhang Suen Algorithm using Feed- Forward Neural Networks
Gulshan Goyal, Ritika Luthra
openaire +1 more source
Ferroelectric Devices for In‐Memory and In‐Sensor Computing
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
Author Correction: Parkinson's disease as a somato-cognitive action network disorder. [PDF]
Ren J +41 more
europepmc +1 more source
This work reports on epitaxially grown Hf0.52Zr0.48O2 ferroelectric memristors with high stability (high durability exceeding 108 cycles and a retention time exceeding 104 s for 16 states) and ultra‐low operating energy consumption (∼121 fJ). A memristor array‐based reservoir computing system is constructed and applied for the first time in the field ...
Ying Liu +6 more
wiley +1 more source
Integrating tongue image and health examination records for MASLD risk prediction via multimodal deep learning: A prospective diagnostic accuracy study. [PDF]
Hu X, Shi J, Zhang Z, Qiu J, Pei W.
europepmc +1 more source
Using single‐cell transcriptomic and epigenomic profiling, researchers mapped microglial dysfunction across the lifespan of db/db mice. The authors uncovered a nonlinear microglial remodeling featuring early inflammatory priming, a mid‐stage transcriptional inflection, and late dysfunction.
Jizhou Zhang +6 more
wiley +1 more source
Exosomes in Traumatic Brain Injury: From Secondary Injury Mechanisms to Cell-Free Neurorepair. [PDF]
Gu G, Tang H, Fan H.
europepmc +1 more source

