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Probabilistic models with deep neural networks

Masegosa, Andrés R. ; Cabañas, Rafael ; Langseth, Helge ; Nielsen, Thomas D. ; Salmerón, Antonio

In: Entropy, 2021, vol. 23, no. 1, p. 27 p

Recent advances in statistical inference have significantly expanded the toolbox of probabilistic modeling. Historically, probabilistic modeling has been constrained to very restricted model classes, where exact or approximate probabilistic inference is feasible. However, developments in variational inference, a general form of approximate probabilistic inference that originated in statistical...

Bending tests on GLT beams having well-known local material properties

Fink, Gerhard ; Frangi, Andrea ; Kohler, Jochen

In: Materials and Structures, 2015, vol. 48, no. 11, p. 3571-3584

Constraints on the thermal evolution of the Adriatic margin during Jurassic continental break-up: U-Pb dating of rutile from the Ivrea-Verbano Zone, Italy

Ewing, Tanya ; Rubatto, Daniela ; Beltrando, Marco ; Hermann, Jörg

In: Contributions to Mineralogy and Petrology, 2015, vol. 169, no. 4, p. 1-22

Low-temperature constraints on the Cenozoic thermal evolution of the Southern Rhodope Core Complex (Northern Greece)

Kounov, Alexandre ; Wüthrich, Eliane ; Seward, Diane ; Burg, Jean-Pierre ; Stockli, Daniel

In: International Journal of Earth Sciences, 2015, vol. 104, no. 5, p. 1337-1352

Factors affecting the strength of P{011}〈566〉-texture after annealing of a cold-rolled Al-Mn-Fe-Si alloy

Huang, K. ; Li, Y. ; Marthinsen, K.

In: Journal of Materials Science, 2015, vol. 50, no. 14, p. 5091-5103

Probabilistic modelling of the tensile related material properties of timber boards and finger joint connections

Fink, Gerhard ; Kohler, Jochen

In: European Journal of Wood and Wood Products, 2015, vol. 73, no. 3, p. 335-346

Inference of natural selection from ancient DNA

Dehasque, Marianne ; Ávila‐Arcos, María C. ; Díez‐del‐Molino, David ; Fumagalli, Matteo ; Guschanski, Katerina ; Lorenzen, Eline D. ; Malaspinas, Anna‐Sapfo ; Marques‐Bonet, Tomas ; Martin, Michael D. ; Murray, Gemma G. R. ; Papadopulos, Alexander S. T. ; Therkildsen, Nina Overgaard ; Wegmann, Daniel ; Dalén, Love ; Foote, Andrew D.

In: Evolution Letters, 2020, vol. 4, no. 2, p. 94–108

Evolutionary processes, including selection, can be indirectly inferred based on patterns of genomic variation among contemporary populations or species. However, this often requires unrealistic assumptions of ancestral demography and selective regimes. Sequencing ancient DNA from temporally spaced samples can inform about past selection processes, as time series data allow direct...

Norms on the gender perception of role nouns in Czech, English, French, German, Italian, Norwegian, and Slovak

Misersky, Julia ; Gygax, Pascal ; Canal, Paolo ; Gabriel, Ute ; Garnham, Alan ; Braun, Friederike ; Chiarini, Tania ; Englund, Kjellrun ; Hanulikova, Adriana ; Öttl, Anton ; Valdrova, Jana ; Von Stockhausen, Lisa ; Sczesny, Sabine

In: Behavior Research Methods, 2014, vol. 46, no. 3, p. 841-871

Geometry and kinematics of the Roisan-Cignana Shear Zone, and the orogenic evolution of the Dent Blanche Tectonic System (Western Alps)

Manzotti, Paola ; Zucali, Michele ; Ballèvre, Michel ; Robyr, Martin ; Engi, Martin

In: Swiss Journal of Geosciences, 2014, vol. 107, no. 1, p. 23-47

Model for the prediction of the tensile strength and tensile stiffness of knot clusters within structural timber

Fink, Gerhard ; Kohler, Jochen

In: European Journal of Wood and Wood Products, 2014, vol. 72, no. 3, p. 331-341