exoplanet: Gradient-based probabilistic inference for exoplanet data & other astronomical time series

D Foreman-Mackey, R Luger, E Agol, T Barclay… - arxiv preprint arxiv …, 2021 - arxiv.org
" exoplanet" is a toolkit for probabilistic modeling of astronomical time series data, with a
focus on observations of exoplanets, using PyMC3 (Salvatier et al., 2016). PyMC3 is a …

[HTML][HTML] The heart rate discrimination task: A psychophysical method to estimate the accuracy and precision of interoceptive beliefs

N Legrand, N Nikolova, C Correa, M Brændholt… - Biological …, 2022 - Elsevier
Interoception-the physiological sense of our inner bodies-has risen to the forefront of
psychological and psychiatric research. Much of this research utilizes tasks that attempt to …

GemPy 1.0: open-source stochastic geological modeling and inversion

M de la Varga, A Schaaf… - Geoscientific Model …, 2019 - gmd.copernicus.org
The representation of subsurface structures is an essential aspect of a wide variety of
geoscientific investigations and applications, ranging from geofluid reservoir studies, over …

Climate model code genealogy and its relation to climate feedbacks and sensitivity

P Kuma, FAM Bender… - Journal of Advances in …, 2023 - Wiley Online Library
Contemporary general circulation models (GCMs) and Earth system models (ESMs) are
developed by a large number of modeling groups globally. They use a wide range of …

Bayescard: Revitilizing bayesian frameworks for cardinality estimation

Z Wu, A Shaikhha, R Zhu, K Zeng, Y Han… - arxiv preprint arxiv …, 2020 - arxiv.org
Cardinality estimation (CardEst) is an essential component in query optimizers and a
fundamental problem in DBMS. A desired CardEst method should attain good algorithm …

On the influence of prior information evaluated by fully Bayesian criteria in a personalized whole-brain model of epilepsy spread

M Hashemi, AN Vattikonda, V Sip… - PLoS computational …, 2021 - journals.plos.org
Individualized anatomical information has been used as prior knowledge in Bayesian
inference paradigms of whole-brain network models. However, the actual sensitivity to such …

[HTML][HTML] A renewed rise in global HCFC-141b emissions between 2017–2021

LM Western, AL Redington, AJ Manning… - Atmospheric …, 2022 - acp.copernicus.org
Global emissions of the ozone-depleting gas HCFC-141b (1, 1-dichloro-1-fluoroethane, CH
3 CCl 2 F) derived from measurements of atmospheric mole fractions increased between …

Hunger increases delay discounting of food and non-food rewards

J Skrynka, BT Vincent - Psychonomic bulletin & review, 2019 - Springer
How do our valuation systems change to homeostatically correct undesirable psychological
or physiological states, such as those caused by hunger? There is evidence that hunger …

Gaze bias differences capture individual choice behaviour

AW Thomas, F Molter, I Krajbich, HR Heekeren… - Nature Human …, 2019 - nature.com
How do we make simple choices such as deciding between an apple and an orange?
Recent empirical evidence suggests that choice behaviour and gaze allocation are closely …

Representations of temporal community structure in hippocampus and precuneus predict inductive reasoning decisions

A Pudhiyidath, NW Morton, R Viveros Duran… - Journal of Cognitive …, 2022 - direct.mit.edu
Our understanding of the world is shaped by inferences about underlying structure. For
example, at the gym, you might notice that the same people tend to arrive around the same …