Results 231 to 240 of about 1,879,580 (356)

A new way of investigating the asymptotic behaviour of a stochastic SIS system with multiplicative noise

Applied Mathematics Letters, 2019
Zhengbo Chang, Xinzhu Meng, Tonghua Zhang   +2 more
semanticscholar   +1 more source

Excitation Energy Transfer between Porphyrin Dyes on a Clay Surface: A Study Employing Multifidelity Machine Learning

Advanced Theory and Simulations, EarlyView.
Inspired by natural light‐harvesting systems, this study computationally investigates a synthetic antenna by arranging cationic free‐base porphyrin molecules on an anionic clay surface. Using a multiscale quantum mechanics/molecular mechanics (QM/MM) approach combined with a multifidelity machine learning method, excitation energies are predicted ...
Dongyu Lyu, Vivin Vinod, Matthias Holzenkamp, Yannick Marcel Holtkamp, Sayan Maity, Carlos R. Salazar, Ulrich Kleinekathöfer, Peter Zaspel   +7 more
wiley   +1 more source

The random noise modulations on the nonlinear Chiral Schrödinger structures. [PDF]

PLoS One
Alhazmi H, Bajri SA, El-Shewy EK, Abdelrahman MAE.   +3 more
europepmc   +1 more source

Toward a Universal Czochralski Growth Model Leveraging Data‐Driven Techniques

Advanced Theory and Simulations, EarlyView.
This data‐driven study investigates Czochralski growth using Decision Trees, Symbolic Regression, ANN, and SHAP to assess the impact of 21 process and design parameters on crystal quality. Trained on 632 CFD simulation datasets across four crystalline materials, it demonstrates the feasibility of a universal Cz model applicable to various ...
Natasha Dropka, Milena Petkovic, Christiane Frank‐Rotsch, David Linke, Martin Holena   +4 more
wiley   +1 more source

Optical soliton solutions of the stochastic generalized nonlinear Schrödinger equation with arbitrary refractive index in Itô sense. [PDF]

Sci Rep
Trouba NT, Xu H, Alngar MEM, Shohib RMA, El-Meligy M, Zhu X, Sharaf M.   +6 more
europepmc   +1 more source

A Comprehensive Lateral Flow Strip Assay for On‐Site mRNA Vaccine Quality Control in Decentralized Manufacturing

Advanced Science, EarlyView.
A rapid, portable lateral flow strip assay for on‐site mRNA quality control is developed, enabling sequence‐independent analysis of 5' capping, integrity, and LNPs encapsulation efficiency. This cost‐effective method offers real‐time stability monitoring, reduced sample requirements, and comparable accuracy to standard techniques, enhancing ...
Dengwang Luo, Ziwei Zhang, Jing Guo, Jieli Zhang, Arong Huang, Qinghao Cao, Jiangnan Zheng, Yingjin Yuan, Daming Wang, Yuhong Cao   +9 more
wiley   +1 more source

Noise effects on soliton structures of nonlinear Schrödinger equation with generalized Kudryashov's law non-linearity using modified extended mapping technique. [PDF]

Sci Rep
Mshary N, Bossly R, Ahmed HM.
europepmc   +1 more source

Stochastic effects at ripple formation processes in anisotropic systems with multiplicative noise [PDF]

, 2010
Dmitrii O. Kharchenko, Vasyl O. Kharchenko, Irina O. Lysenko, S. V. Kokhan   +3 more
openalex   +1 more source

CellPhenoX: An Explainable Machine Learning Method for Identifying Cell Phenotypes To Predict Clinical Outcomes from Single‐Cell Multi‐Omics

Advanced Science, EarlyView.
CellPhenoX is an explainable machine learning framework that identifies cell‐specific phenotypes and interaction effects from single‐cell omics data. By leveraging interpretable models, it enables robust discovery of cell‐level phenotypes that contribute to clinical outcomes.
Jade Young, Jun Inamo, Zachary Caterer, Revanth Krishna, Fan Zhang   +4 more
wiley   +1 more source

Comprehensive study of stochastic soliton solutions in nonlinear models with application to the Davey Stewartson equations. [PDF]

Sci Rep
Madani YA, Hussain S, Almalahi MA, Muflh B, Aldwoah KA, Abdalla MYY.   +5 more
europepmc   +1 more source