Concept

Multilevel model

Related publications (223)

Gaussian-Process-Based Emulators for Building Performance Simulation

Marilyne Andersen, Parag Rastogi, Mohammad Emtiyaz Khan

In this paper we present a novel emulator of a building simulator for the simulation-assisted design of high performance buildings. Our emulator is based on Gaussian-Process (GP) regression models. Such non-linear models are better suited than linear model ...

International Building Performance Simulation Association2017

Generation and Analysis of Large-Scale Dynamic Non-Linear Models of Metabolism

Vassily Hatzimanikatis, Ljubisa Miskovic, Georgios Fengos

Understanding complex responses of metabolic processes in biochemical systems requires the quantitative description of the dynamic interplay between metabolite levels, enzyme levels, and reaction rates. Generation and use of such models is hindered by the ...

2017

Dynamic Bayesian Networks for Student Modeling

Intelligent tutoring systems adapt the curriculum to the needs of the individual student. Therefore, an accurate representation and prediction of student knowledge is essential. Bayesian Knowledge Tracing (BKT) is a popular approach for student modeling. T ...

2017

Modeling Key Drivers of Cholera Transmission Dynamics Provides New Perspectives for Parasitology

Andrea Rinaldo, Melanie Blokesch, Enrico Bertuzzo, Lorenzo Mari, Marino Gatto

Hydroclimatological and anthropogenic factors are key drivers of waterborne disease transmission. Information on human settlements and host mobility on waterways along which pathogens and hosts disperse, and relevant hydroclimatological processes, can be a ...

Elsevier2017

Joint Friction during Deployment of a Near-Full-Scale Tensegrity Footbridge

Ian Smith, Ann Christine Sychterz

Most deployable structures, such as operable roofs and masts, move over one degree of freedom. This paper describes a structure that involves loosely coupled movement over several degrees of freedom. Analysis models of these structures are typically inaccu ...

American Society of Civil Engineers2017

Modeling Hsp70/Hsp40 interaction by multi-scale molecular simulations and co-evolutionary sequence analysis

Paolo De Los Rios, Alessandro Barducci, Duccio Malinverni

The interaction between the Heat Shock Proteins 70 and 40 is at the core of the ATPase regulation of the chaperone machinery that maintains protein homeostasis. However, the structural details of the interaction are still elusive and contrasting models hav ...

Elife Sciences Publications Ltd2017

The socio-economic determinants of urban sprawl between 1980 and 2010 in Switzerland

Barbara Franziska Weilenmann, Irmi Seidl

Sprawl, as a particular characterisation of spatial extension of urbanised areas, is a contested issue. In this paper we provide an analysis of the major socio-economic determinants of changes in those urban patterns considered as sprawl in Switzerland. Ou ...

2017

Non-linear modeling of the plasma response to RMPs in ASDEX Upgrade

The plasma response to resonant magnetic perturbations (RMPs) in ASDEX Upgrade is modeled with the non-linear resistive MHD code JOREK, using input profiles that match those of the experiments as closely as possible. The RMP configuration for which edge lo ...

Iop Publishing Ltd2017

When to stop? - Towards universal instructional policies

The adaptivity of intelligent tutoring systems relies on the accuracy of the student model and the design of the instructional policy. Recently an instructional policy has been presented that is compatible with all common student models. In this work we pr ...

Association for Computing Machinery2016

What population reveals about individual cell identity: Single-cell parameter estimation of models of gene expression in yeast

Giancarlo Ferrari Trecate

Significant cell-to-cell heterogeneity is ubiquitously observed in isogenic cell populations. Consequently, parameters of models of intracellular processes, usually fitted to population-averaged data, should rather be fitted to individual cells to obtain a ...

2016

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