Results 81 to 90 of about 396,010 (290)

Bayesian inference and model comparison for metallic fatigue data

, 2015
In this work, we present a statistical treatment of stress-life (S-N) data drawn from a collection of records of fatigue experiments that were performed on 75S-T6 aluminum alloys.
Babuska, Ivo, Sawlan, Zaid, Scavino, Marco, Szabó, Barna, Tempone, Raúl   +4 more
core   +1 more source

Universal Electronic‐Structure Relationship Governing Intrinsic Magnetic Properties in Permanent Magnets

Advanced Functional Materials, EarlyView.
Permanent magnets derive their extraordinary strength from deep, universal electronic‐structure principles that control magnetization, anisotropy, and intrinsic performance. This work uncovers those governing rules, examines modern modeling and AI‐driven discovery methods, identifies critical bottlenecks, and reveals electronic fingerprints shared ...
Prashant Singh
wiley   +1 more source

Pemilihan Model Regresi Terbaik Dengan BIC (Bayesian Information Criteria) [PDF]

, 2010
Analisis regresi adalah teknik statistika untuk membuat model dan menyelidiki hubungan antara dua variabel atau lebih. Hubungan antara variabel bebas dan variabel tak bebas dinyatakan dengan persamaan estimasi yang disebut persamaan regresi.
Hijrihani, Curie Putri
core  

Artificial Intelligence as the Next Visionary in Liquid Crystal Research

Advanced Functional Materials, EarlyView.
The functions of AI in the research laboratory are becoming increasingly sophisticated, allowing the entire process of hypothesis formulation, material design, synthesis, experimental design, and reiterative testing to be automated. In our work, we conceive how the incorporation of AI in the laboratory environment will transform the role and ...
Mert O. Astam, Ouassim L'Karkouri, Danqing Liu   +2 more
wiley   +1 more source

Bayesian Item Selection in Constrained Adaptive Testing Using Shadow Tests

Psicológica, 2010
Application of Bayesian item selection criteria in computerized adaptive testing might result in improvement of bias and MSE of the ability estimates.
Bernard P. Veldkamp
doaj  

Complexity: Frontiers in Data-Driven Methods for Understanding, Prediction, and Control of Complex Systems 2022 on the Development of Information Theoretic Model Selection Criteria for the Analysis of Experimental Data

Complexity, 2022
It can be argued that the identification of sound mathematical models is the ultimate goal of any scientific endeavour. On the other hand, particularly in the investigation of complex systems and nonlinear phenomena, discriminating between alternative ...
Andrea Murari, Michele Lungaroni, Riccardo Rossi, Luca Spolladore, Michela Gelfusa   +4 more
doaj   +1 more source

Bayesian optimal experimental design with Wasserstein information criteria

Bayesian optimal experimental design (OED) provides a principled framework for selecting the most informative observational settings in experiments. With rapid advances in computational power, Bayesian OED has become increasingly feasible for inference problems involving large-scale simulations, attracting growing interest in fields such as inverse ...
Helin, Tapio, Marzouk, Youssef, Rojo-Garcia, Jose Rodrigo   +2 more
openaire   +2 more sources

BACH, a Bayesian Optimization Protocol for Accurate Coarse‐Grained Parameterization of Organic Liquids

Advanced Functional Materials, EarlyView.
We present a fully automated Bayesian optimization (BO) protocol for the parameterization of nonbonded interactions in coarse‐grain CG force fields (BACH). Using experimental thermophysical data, we apply the protocol to a broad range of liquids, spanning linear, branched, and unsaturated hydrocarbons, esters, triglycerides, and water.
Janak Prabhu, Akhil Pratap Singh, Pablo Campomanes, Stefano Vanni   +3 more
wiley   +1 more source

PREDICTIVE INFORMATION CRITERIA FOR BAYESIAN NONLINEAR REGRESSION MODELS [PDF]

Bulletin of informatics and cybernetics, 2012
Daeju Kim, Shuichi Kawano, Sadanori Konishi   +2 more
openaire   +3 more sources

Isolation Defines Identity: Functional Consequences of Extracellular Vesicle Purification Strategies

Advanced Healthcare Materials, EarlyView.
Four extracellular vesicle purification strategies are compared using ovarian‐cancer ascites and ES‐2 cell supernatants. A novel workflow links purification to function by combining particle‐normalized proteomics with matched cell‐free and cell‐based assays.
Christian Preußer, Dolores J. Salander, Witold Szymanski, Johannes Graumann, Yukai Wang, Kai Zhao, Jörg W. Bartsch, María Gómez‐Serrano, Daniel Bachurski, Silke Reinartz, Elke von Pogge von Strandmann   +10 more
wiley   +1 more source