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Sökning: swepub > Chalmers tekniska högskola > Annan publikation

  • Resultat 11-20 av 1109
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  • Geib, Jonathan, 1979, et al. (författare)
  • Co-Design and the Public Realm
  • 2017
  • Ingår i: CoDesign - International Journal of CoCreation in Design and the Arts. - : Informa UK Limited. - 1571-0882 .- 1745-3755. ; 13:3
  • Annan publikation (övrigt vetenskapligt/konstnärligt)
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  • Wiqvist, Samuel, et al. (författare)
  • Sequential neural posterior and likelihood approximation
  • 2021
  • Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
    • We introduce the sequential neural posterior and likelihood approximation (SNPLA) algorithm. SNPLA is a normalizing flows-based algorithm for inference in implicit models, and therefore is a simulation-based inference method that only requires simulations from a generative model. SNPLA avoids Markov chain Monte Carlo sampling and correction-steps of the parameter proposal function that are introduced in similar methods, but that can be numerically unstable or restrictive. By utilizing the reverse KL divergence, SNPLA manages to learn both the likelihood and the posterior in a sequential manner. Over four experiments, we show that SNPLA performs competitively when utilizing the same number of model simulations as used in other methods, even though the inference problem for SNPLA is more complex due to the joint learning of posterior and likelihood function. Due to utilizing normalizing flows SNPLA generates posterior draws much faster (4 orders of magnitude) than MCMC-based methods.
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  • Berghauser Pont, Meta, 1972, et al. (författare)
  • PST
  • 2019
  • Annan publikation (mjukvara/multimedium) (övrigt vetenskapligt/konstnärligt)abstract
    • PST is a tool for performing space syntax and regular accessibility analyses. It currently consists of two main parts - a C++ and Python library called Pstalgo and a plugin for the desktop application QGIS.PST is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. The GNU General Public License is intended to guarantee your freedom to share and change all versions of a program--to make sure it remains free software for all its users.For latest download visit either the Chalmers publication page, or find "Releases" on the Github page.
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  • Eriksson, Karl-Erik, et al. (författare)
  • Bifurcation in Quantum Measurement
  • 2017
  • Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
    • We present a generic model of (non-destructive) quantum measurement. It consists of two-level system μ interacting with a larger system A, in such a way that if μ is initially in one of the chosen basis states, it does not change but makes A change into a corresponding state (entanglement). The μA-interaction is described as a scattering process. Internal (unknown) variables of A may influence the transition amplitudes. It is assumed that the statistics of these variables is such that, in the mean, the μA-interaction is neutral with respect to the chosen basis states. It is then shown that, for a given initial state of μ, in the limit of a large system A, the statistics of the ensemble of available initial states leads to a bifurcation: those initial states of A that are efficient in leading to a final state, are divided into two separated subsets. For each of these subsets, μ ends up in one of the basis states. The probabilities in this branching confirm the Born rule.
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  • Resultat 11-20 av 1109
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Häggström, Olle, 196 ... (41)
Rychlik, Igor, 1952 (36)
Larsson, Stig, 1952 (35)
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Jonasson, Mats, 1969 (25)
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