Results 121 to 130 of about 2,659,274 (336)

Transfer Learning and Permutation‐Invariance Improving Predicting Genome‐Wide, Cell‐Specific and Directional Interventions Effects of Complex Systems

Advanced Science, EarlyView.
SETComp, a transfer learning model based on permutation‐invariance, is pre‐trained on single‐compound intervention data and fine‐tuned on complex system (e.g., natural products) data. The model achieves up to 93.86% accuracy on complex system‐cell‐gene association predictions, outperforming the baseline by up to 27.59%.
Boyang Wang, Boyu Pan, Tingyu Zhang, Qingyuan Liu, Shao Li   +4 more
wiley   +1 more source

Codes and datasets associated with the paper "Parameterizing the Energy Dissipation Rate in Stably Stratified Flows"

, 2020
Sukanta Basu, Ping He, Adam W. DeMarco
openalex   +4 more sources

Malicious Code Detection Method Based on Hybrid Quantum Convolutional Neural Network [PDF]

Jisuanji kexue
Quantum computing is a new computing model based on quantum mechanics,with powerful parallel computing capabi-lity far beyond classical computing.Hybrid quantum convolutional neural network combines the dual advantages of quantum computing and classical ...
XIONG Qibing, MIAO Qiguang, YANG Tian, YUAN Benzheng, FEI Yangyang
doaj   +1 more source

Regional tectonic analysis of Venus equatorial highlands and comparison with Earth-based Magellan radar images [PDF]

Research on regional tectonic analysis of Venus equatorial highlands and comparison with earth-based and Magellan radar images is presented. Over the past two years, the tectonic analysis of Venus performed centered on global properties of the planet, in
Wetherill, George, Williams, David R.
core   +1 more source

A Wearable Electrochemical Biosensor for Salivary Detection of Periodontal Inflammation Biomarkers: Molecularly Imprinted Polymer Sensor with Deep Learning Integration

Advanced Science, EarlyView.
A wearable electrochemical biosensor integrated into a smart mouthguard enables the non‐invasive detection of salivary MMP‐8 for early monitoring of periodontal inflammation. Featuring a molecularly imprinted polymer‐based sensing layer, the platform offers high cytokine selectivity and impedance‐driven sensitivity. Combining wireless connectivity with
Sangheon Jeon, Sung Hyun Kim, Gyeonghwa Heo, Hye Jin Heo, Seon Yeong Chae, Young Woo Kwon, Shin‐Kyu Lee, Dong‐Wook Han, Hyun‐Joo Kim, Yun Hak Kim, Suck Won Hong   +10 more
wiley   +1 more source

Code and extensive data for training neural networks for radiation, used in "Implementation of a machine-learned gas optics parameterization in the ECMWF Integrated Forecasting System: RRTMGP-NN 2.0""

, 2022
Peter Ukkonen
openalex   +4 more sources

High-Level Models for Transformation-Oriented Design of Hardware and Embedded Systems

Advances in Electrical and Computer Engineering, 2008
Evolution of design methodologies follows a common trail: technology scaling leads to growing design complexity and rising abstraction level in the domain.
DAMASEVICIUS, R., STUIKYS, V.
doaj   +1 more source

Aging as a Loss of Goal‐Directedness: An Evolutionary Simulation and Analysis Unifying Regeneration with Anatomical Rejuvenation

Advanced Science, EarlyView.
The paper proposes that the root cause of aging is the loss of anatomical goal‐directedness after development. Using evolutionary neural cellular automata simulations, the authors show that after the organism has reached its developmental homeostatic setpoint (the adult morphology), the absence of target state to pursue leads to a drifting anatomical ...
Léo Pio‐Lopez, Benedikt Hartl, Michael Levin   +2 more
wiley   +1 more source

Dissecting the Molecular Determinants of α‐synuclein Phase Separation and Condensate Aging: The Pivotal Role of β‐Sheet‐Rich Motifs

Advanced Science, EarlyView.
Through multiscale simulations and experimental approaches, the molecular determinants of α‐synuclein phase separation and condensate aging, which are linked to Parkinson's disease, are uncovered. Seven motifs are identified with high β‐sheet propensity in monomeric α‐synuclein and increasing β‐sheet tendencies during condensation and pre ...
Yiming Tang, Jitao Wen, Zhongyuan Yang, Yifei Yao, Shaoshuai He, Jiyuan Zeng, Xuewei Dong, Qin Qiao, Yun Zhou, Sarah Perrett, Si Wu, Guanghong Wei   +11 more
wiley   +1 more source

Electronic‐Structure‐Guided Screening of Piperazine Derivatives: Achieving Efficient CO2 Capture with High Cyclic Capacity and Low Energy Consumption

Advanced Science, EarlyView.
A density functional theory (DFT)‐based framework is proposed to predict CO2 capture performance of piperazine derivatives. 2,6‐dimethylpiperazine (26DMPZ) is identified as a promising candidate: CO2‐induced precipitation in water eliminates the need for organic solvents; the low‐solubility, unstable dicarbamate enhances CO2 capture efficiency and ...
Feng Xie, Xuehua Shen, Han Lin, Junyang Lu, Feng Yan, Zuotai Zhang   +5 more
wiley   +1 more source