Results 101 to 110 of about 2,248,018 (313)

Machine Learning‐Assisted Inverse Design of Soft and Multifunctional Hybrid Liquid Metal Composites

Advanced Functional Materials, EarlyView.
A machine learning framework is presented for inverse design of synthesizable multifunctional composites containing both liquid metal and solid inclusions. By integrating physics‐based modeling, data‐driven prediction, and Bayesian optimization, the approach enables intelligent design of experiments to identify optimal compositions and realize these ...
Lijun Zhou, Yunsik Ohm, Ren‐Mian Chin, Olivia Kerr, Krithika Manohar, Mohammad H. Malakooti   +5 more
wiley   +1 more source

STOC Free: An Innovative Framework to Compare Probability of Freedom From Infection in Heterogeneous Control Programmes

Frontiers in Veterinary Science, 2019
The existence, stage of eradication and design of control programmes (CPs) for diseases that are not regulated by the EU differ between Member States. When freedom from infection is reached or being pursued, safe trade is essential to protect or reach ...
Annika M. van Roon, Inge M. G. A. Santman-Berends, Inge M. G. A. Santman-Berends, David Graham, Simon J. More, Mirjam Nielen, Aurélien Madouasse, Mathilde Mercat, Christine Fourichon, Jörn Gethmann, Jenny Frössling, Ann Lindberg, Carla Correia-Gomes, George J. Gunn, Carola Sauter-Louis, Madeleine K. Henry, Linda van Duijn, Gerdien van Schaik, Gerdien van Schaik   +18 more
doaj   +1 more source

Bayesian Thought in Early Modern Detective Stories: Monsieur Lecoq, C. Auguste Dupin and Sherlock Holmes

, 2010
This paper reviews the maxims used by three early modern fictional detectives: Monsieur Lecoq, C. Auguste Dupin and Sherlock Holmes. It find similarities between these maxims and Bayesian thought.
Kadane, Joseph B.
core   +1 more source

Beyond Presumptions: Toward Mechanistic Clarity in Metal‐Free Carbon Catalysts for Electrochemical H2O2 Production via Data Science

Advanced Materials, EarlyView.
Metal‐free carbon catalysts enable the sustainable synthesis of hydrogen peroxide via two‐electron oxygen reduction; however, active site complexity continues to hinder reliable interpretation. This review critiques correlation‐based approaches and highlights the importance of orthogonal experimental designs, standardized catalyst passports ...
Dayu Zhu, Hsi‐wen Wu, Xiao Wang, Jie Zhang   +3 more
wiley   +1 more source

Bayesian or frequentist? Testing the association between statistical approach in a research methods class project and research attitudes

International Journal for the Scholarship of Teaching and Learning
Research methods courses commonly include an empirical project. This quasi-experimental study examined whether using Bayesian statistics to analyze data would be associated with more positive student perceptions of research methods projects. At a private
Jacob B Rode
doaj   +1 more source

Bayesian Restricted Likelihood Methods: Conditioning on Insufficient Statistics in Bayesian Regression

, 2018
Bayesian methods have proven themselves to be successful across a wide range of scientific problems and have many well-documented advantages over competing methods.
Lee, Yoonkyung, Lewis, John R., MacEachern, Steven N.   +2 more
core  

Self‐Assembled Monolayers in p–i–n Perovskite Solar Cells: Molecular Design, Interfacial Engineering, and Machine Learning–Accelerated Material Discovery

Advanced Materials, EarlyView.
This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley   +1 more source

Bayesian efficiency analysis with a flexible form: The aim cost function [PDF]

Sampling;Bayesian ...
Koop, G., Osiewalski, J., Steel, M.F.J.
core   +1 more source

Comment: Bayesian Checking of the Second Levels of Hierarchical Models

, 2008
Comment: Bayesian Checking of the Second Levels of Hierarchical Models [arXiv:0802.0743]Comment: Published in at http://dx.doi.org/10.1214/07-STS235A the Statistical Science (http://www.imstat.org/sts/) by the Institute of Mathematical Statistics ...
Gelman, Andrew
core   +2 more sources

Neuromorphic Electronics for Intelligence Everywhere: Emerging Devices, Flexible Platforms, and Scalable System Architectures

Advanced Materials, EarlyView.
The perspective presents an integrated view of neuromorphic technologies, from device physics to real‐time applicability, while highlighting the necessity of full‐stack co‐optimization. By outlining practical hardware‐level strategies to exploit device behavior and mitigate non‐idealities, it shows pathways for building efficient, scalable, and ...
Kapil Bhardwaj, Roshni Satheesh Babu, Yuxin Xia, Eva Bestelink, Radu Sporea, Nikos Hastas, Ioannis Zeimpekis, Dimitra G. Georgiadou, Sayani Majumdar   +8 more
wiley   +1 more source