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Bayesian Multi-Objective Optimisation with Mixed Analytical and Black-Box Functions: Application to Tissue Engineering

Simon Olofsson, Mohammad Mehrian, Roberto Calandra, Liesbet Geris, Marc Deisenroth, Ruth Misener
2018 IEEE Transactions on Biomedical Engineering  
We make novel extensions to Bayesian multiobjective optimisation in the case of one analytical objective function and one black-box, i.e. simulation based and objective function.  ...  The multiobjective optimisation method applies to real-world problems combining black-box models with easy-to-quantify objectives such as cost.  ...  This manuscript introduces a method for finding solutions to the MOO problem using a novel extension of Bayesian MOO methods that exploits the mixed analytical and black-box natures of the objective functions  ... 
doi:10.1109/tbme.2018.2855404 pmid:30028684 fatcat:lfp3wv3xsbgw7fno7ghebtaphu

Table of Contents

2019 IEEE Transactions on Biomedical Engineering  
Copot and C. Ionescu 718 Bayesian Multiobjective Optimisation With Mixed Analytical and Black-Box Functions: Application to Tissue Engineering . . . . . . . . . . . .  ...  Ogden 881 Validation and Use of a Musculoskeletal Gait Model to Study the Role of Functional Electrical Stimulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/tbme.2019.2893984 fatcat:d4eizlxklvd4bjimwz3oqr4b3u

2019 Index IEEE Transactions on Biomedical Engineering Vol. 66

2019 IEEE Transactions on Biomedical Engineering  
., +, TBME Sept. 2019 2684-2692 Bayesian Multiobjective Optimisation With Mixed Analytical and Black- Box Functions: Application to Tissue Engineering.  ...  Zhang, D., +, TBME Feb. 2019 411-420 Bayesian Multiobjective Optimisation With Mixed Analytical and Black- Box Functions: Application to Tissue Engineering.  ... 
doi:10.1109/tbme.2020.2964087 fatcat:mdfzsmdahnao5ccnuj232hycsm

Welcome message from the General Chairs

Giovanni Giambene, Boon Sain Yeo
2009 2009 International Workshop on Satellite and Space Communications  
Many papers demonstrated notable systems with good analytical and/or empirical analyses. Each paper was reviewed by at least two reviewers (most papers received three reviews each).  ...  All accepted papers will be included in the Proceeding of Adaptation, Learning and Optimization Series published by Springer-Verlag.  ...  Third, a black box diagram is applied to understand and consider the functions of a product during assembly and disassembly operations.  ... 
doi:10.1109/iwssc.2009.5286448 fatcat:wcu4uzasizhzjmdkzyekynnqwi

The Vessel Schedule Recovery Problem (VSRP) – A MIP model for handling disruptions in liner shipping

Berit D. Brouer, Jakob Dirksen, David Pisinger, Christian E.M. Plum, Bo Vaaben
2013 European Journal of Operational Research  
We illustrate the application of these ideas in four major problems: a) integration of planning and scheduling in batch processes that lead to large-scale mixed-integer linear programs, b) optimization  ...  Enterprise-wide optimization (EWO) is a new emerging area that lies at the interface of chemical engineering and operations research, and has become a major goal in the process industries due to the increasing  ...  We describe a few situations where we can implement the needed black-box procedure efficiently.  ... 
doi:10.1016/j.ejor.2012.08.016 fatcat:c27kagfnxnhjfbil2rydhjhomm

Visible Light-Assisted Soft-Chemistry Route to Silver Nanomaterials at Room Temperature

Yi Wu, Xin Liu, Zi Huang, Xiang Fei He, Xi Yang, Qing Li
2019 Key Engineering Materials  
Silver nanoparticles (AgNPs) were synthesizd by a light-assisted liquid phase reduction method with sodium hypophosphite as a reducing agent. DTAB was used to perform as the surfactant.  ...  AgNPs were characterized with powder X-ray diffraction (XRD) and scanning electron microscope (SEM). The result showed that the nanoparticles are spherical and cube.  ...  And the last one is an educational application to improve performance in undergrad students of engineering programs, dealing with 30 decision makers.  ... 
doi:10.4028/www.scientific.net/kem.807.165 fatcat:xara5sxzf5fsvbib2dy6vrl7j4

Meshless techniques for anisotropic diffusion

Annamaria Mazzia, Giorgio Pini, Flavio Sartoretto
2014 Applied Mathematics and Computation  
Transport processes are common in geoscience applications, and find their way into models of, e.g., the atmosphere, oceans, shallow water, subsurface, seismic inversion, and deep earth.  ...  Our approach is to develop locally conservative Eulerian-Lagrangian (or semi-Lagrangian) methods combined with ideas from Eulerian WENO schemes, since they have the potential to attain the desired properties  ...  We show how to solve the equations using a global implicit approach in an efficient way, and we present the derived computational results.  ... 
doi:10.1016/j.amc.2014.03.032 fatcat:c527226gyfgbffnq4p67qxd7wi

The 12th International Conference on Instrumental Analysis—Modern Trends and Applications (20–23 September 2021, Virtual Event)

Manassis Mitrakas, Maria Ochsenkühn-Petropoulou
2021 Applied Sciences  
of Athens, during 20–23 September 2021 as a virtual event, providing the opportunity for high-level analytical scientists from all around the world to promote their relevant research [...]  ...  The 12th International Conference on "Instrumental Methods of Analysis" www.ima2021.gr (accessed on 8 November 2021)), was organized by the Aristotle University of Thessaloniki and National Technical University  ...  ) with 22% biobased carbon content and hardener XH212).  ... 
doi:10.3390/app112411767 fatcat:i2wzlzgn7zd5neyob4paktpe6i

Basque Conference on Cyber Physical Systems and Artificial Intelligence

Manuel Graña
2022 Zenodo  
This entry contains the proceedings of the Basque Conference on Cyber Physical Systems and Artificial Intelligence  ...  Acknowledgements I would like to thank all my collaborators in the last two decades who took the journey with me. I am so grateful for that.  ...  This work was supported in part by the Civil Program UAVs Initiative, promoted by the Xunta de Galicia and developed in partnership with the Babcock company.  ... 
doi:10.5281/zenodo.6568145 fatcat:lbwc7clohbeybmmdjhdlalxziu

Basque Conference on Cyber Physical Systems and Artificial Intelligence

Manuel Graña
2022 Zenodo  
This entry contains the proceedings of the Basque Conference on Cyber Physical Systems and Artificial Intelligence  ...  Acknowledgements I would like to thank all my collaborators in the last two decades who took the journey with me. I am so grateful for that.  ...  This work was supported in part by the Civil Program UAVs Initiative, promoted by the Xunta de Galicia and developed in partnership with the Babcock company.  ... 
doi:10.5281/zenodo.6574965 fatcat:wclgcwfeuvglhnenzq7uvie5by

Basque Conference on Cyber Physical Systems and Artificial Intelligence

Manuel Graña
2022 Zenodo  
This entry contains the proceedings of the Basque Conference on Cyber Physical Systems and Artificial Intelligence  ...  (SPRI) (ZL-2020/00430, ZL-2021/00559) and was developed together with Ibermatica and BioAraba.  ...  Acknowledgements I would like to thank all my collaborators in the last two decades who took the journey with me. I am so grateful for that.  ... 
doi:10.5281/zenodo.7010718 fatcat:a4gzrvtkybdbpmycqmjkvryco4

Basque Conference on Cyber Physical Systems and Artificial Intelligence

Manuel Graña
2022 Zenodo  
This entry contains the proceedings of the Basque Conference on Cyber Physical Systems and Artificial Intelligence  ...  (SPRI) (ZL-2020/00430, ZL-2021/00559) and was developed together with Ibermatica and BioAraba.  ...  Acknowledgements I would like to thank all my collaborators in the last two decades who took the journey with me. I am so grateful for that.  ... 
doi:10.5281/zenodo.7039276 fatcat:dyorjakurnaxxgvgoojcbpyd5a

Dagstuhl Reports, Volume 8, Issue 1, January 2018, Complete Issue [article]

2018
The seminar brought together researchers in Genetic Improvement (GI) and related areas of software engineering to investigate what is achievable with current technology and the current impediments to progress  ...  Aims of the Seminar The seminar brought together researchers in this new field of software engineering to investigate what is achievable with current technology and the current impediments to progress  ...  , expediting black box MOO algorithms.  ... 
doi:10.4230/dagrep.8.1 fatcat:dv5ntjliznbs7dwohrcmiwr3lm

Poster presentations (Monday)

2013 Advances in Animal Biosciences  
The differences in CH 4 emissions between the groups, for each valid 20min run, were the input data for statistical analysis with a linear mixed-effects model, using days as the random effect.  ...  established for steers of contrasting breed types, a modern, fastgrowing cross ((dairy × Belgian Blue) × Limousin) and a smaller and hardier traditional breed (Welsh Black).  ...  lab, and Guy Forrester for help with statistical analyses.  ... 
doi:10.1017/s2040470013000101 fatcat:blbftg4ilfh7tpodbkvrztsyci

Reinforcement Learning (Dagstuhl Seminar 13321) The Critical Internet Infrastructure (Dagstuhl Seminar 13322) Coding Theory (Dagstuhl Seminar 13351) Interaction with Information for Visual Reasoning (Dagstuhl Seminar 13352)

Peter Auer, Marcus Hutter, Laurent, Georg Carle, Jochen Schiller, Steve Uhlig, Walter Willinger, Matthias Wählisch, Thore Husfeldt, Ramamohan Paturi, Gregory Sorkin, Ryan Williams (+14 others)
unpublished
Marc: Sensors are underrated, ON and OFF rates need to be studied. Biological OFF rate can be studied, OFF rate is the time for A and B to stay attached. Then, they dissociate.  ...  Should attach long enough and go to the membrane for reaction. David: There are indeed grand challenges in the IEEE area. Yet, we need to be cautious.  ...  Molecular Systems Medicine and ICT II A systems approach to diagnostics (including the use of proteins, mRNAs and miRNAs from blood and from tissue) Biomedical engineering and systems-optimisation strategies  ... 
fatcat:iz3co5xisfejfbnx2t6ptrorfm
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