Results 211 to 220 of about 3,744,625 (291)

Advances in Thermal Modeling and Simulation of Lithium‐Ion Batteries with Machine Learning Approaches

Advanced Intelligent Discovery, EarlyView.
Heat generation in lithium‐ion batteries affects performance, aging, and safety, requiring accurate thermal modeling. Traditional methods face efficiency and adaptability challenges. This article reviews machine learning‐based and hybrid modeling approaches, integrating data and physics to improve parameter estimation and temperature prediction ...
Qi Lin, Kang Fu, Junjie Ding, Kai Sun, Peng Tan   +4 more
wiley   +1 more source

Quantitative Risk Assessment of Hepatitis E Virus from Shellfish Consumption Among Chinese Residents Using Monte Carlo Simulation. [PDF]

Microorganisms
Xie Q, Liu Y, Zhang Z, Zhang H, Xu J, Wang Y, Zhao Y.   +6 more
europepmc   +1 more source

Sampling Strategy: An Overlooked Factor Affecting Artificial Intelligence Prediction Accuracy of Peptides’ Physicochemical Properties

Advanced Intelligent Discovery, EarlyView.
This study reveals that sampling strategy (i.e., sampling size and approach) is a foundational prerequisite for building accurate and generalizable AI models in peptide discovery. Reaching a threshold of 7.5% of the total tetrapeptide sequence space was essential to ensure reliable predictions.
Meiru Yan, Ankeer Abuduhebaier, Haojin Zhou, Jiaqi Wang   +3 more
wiley   +1 more source

Feasibility of public CPR training kiosks to increase bystander resuscitation: a Monte Carlo simulation study. [PDF]

Resusc Plus
Ohle R, Savage DW, Roy D, Yadav K, Chhabra S, McIsaac S.   +5 more
europepmc   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

Authors' response to comment on evaluation of high dose post-dialytic versus daily beta-lactam dosing in hemodialysis patients using Monte Carlo simulation. [PDF]

Int J Clin Pharm
Lewis SJ, Bauman AJ, Caiazza OG, Wan N, Payer S, Pauly OG, Shoemaker S.   +6 more
europepmc   +1 more source

Why Physics Still Matters: Improving Machine Learning Prediction of Material Properties With Phonon‐Informed Datasets

Advanced Intelligent Discovery, EarlyView.
Phonons‐informed machine‐learning predictive models are propitious for reproducing thermal effects in computational materials science studies. Machine learning (ML) methods have become powerful tools for predicting material properties with near first‐principles accuracy and vastly reduced computational cost.
Pol Benítez, Cibrán López, Edgardo Saucedo, Teruyasu Mizoguchi, Claudio Cazorla   +4 more
wiley   +1 more source

Monte Carlo Simulation on Adiabatic Ensembles and a Genetic Algorithm. [PDF]

Entropy (Basel)
Silva Fernandes FMS.
europepmc   +1 more source

AI‐Guided Co‐Optimization of Advanced Field‐Effect Transistors: Bridging Material, Device, and Fabrication Design

Advanced Intelligent Discovery, EarlyView.
This article outlines how artificial intelligence could reshape the design of next‐generation transistors as traditional scaling reaches its limits. It discusses emerging roles of machine learning across materials selection, device modeling, and fabrication processes, and highlights hierarchical reinforcement learning as a promising framework for ...
Shoubhanik Nath, Shauryaraj K. Jilkar, Aditya Udgaonkar, Yu (Joe) Lu, Ali Mesbah   +4 more
wiley   +1 more source

Limitations of blood supply and walking blood bank implementation in Forward Resuscitative Surgical Detachments during large-scale combat operations: A Monte Carlo simulation model. [PDF]

J Trauma Acute Care Surg
Nye K, Nye K, Wang JC, Remondelli MH, Wang A, Seamons B, Wang M, Atwood RE, Yuan TT, Ho VB, Bozzay JD, Do WS, Green JT, Powell EK, Gurney JM, Burmeister DM, Elster EA, Bradley MJ, Walker PF, Bethesda, Maryland.   +20 more
europepmc   +1 more source