Results 1 to 10 of about 9,591 (165)
Numerical approach for quantification of epistemic uncertainty
Journal of Computational Physics, 2010 The authors consider solutions \(u\) of an initial-boundary value problem for a partial differential equation which depends on a set \(Z\) of some random variables (parameters). A methodology is proposed for the analysis of uncertainty in the values of \(u\) at a given space-time point.
John Jakeman +2 more
exaly +5 more sources
Implicit versus explicit Bayesian priors for epistemic uncertainty estimation in clinical decision support. [PDF]
PLOS Digital HealthDeep learning models offer transformative potential for personalized medicine by providing automated, data-driven support for complex clinical decision-making.
Malte Blattmann +4 more
doaj +2 more sources
“This Is What We Don't Know”: Treating Epistemic Uncertainty in Bayesian Networks for Risk Assessment [PDF]
Integrated Environmental Assessment and Management, 2021 Dmytro Perepolkin +2 more
exaly +2 more sources
The Italian Epistemic Disclaimer Non so [I Don’t Know] in a Corpus of Gynaecological Interactions
Languages, 2023 Viewing conversations from an epistemic perspective involves analysing how participants navigate their knowledge, handle uncertainty, and address their lack of knowledge.
Ramona Bongelli +2 more
doaj +1 more source
The Epistemics of Populism and the Politics of Uncertainty [PDF]
SSRN Electronic Journal, 2020 This paper discusses epistemic aspects of populism – especially its link with radical uncertainty and the tribal construction of facts – that have so far received relatively little attention. We argue that populism is less a backward-looking phenomenon feeding off existing grievances than a narrative-based reaction to an increasingly unsettled future ...
Bronk, Richard, Jacoby, Wade
openaire +2 more sources
Frontiers in Neurorobotics, 2023 Cloth manipulation is common in both housework and manufacturing. However, robotic cloth manipulation remains challenging, especially for less controlled and open-goal settings. We consider the problem of open-goal planning for robotic cloth manipulation,
Solvi Arnold +2 more
doaj +1 more source
Optimal Dispatch of Integrated Energy System Based on Flexibility of Thermal Load
Shanghai Jiaotong Daxue xuebao, 2023 The flexibility of thermal loads of buildings is a valuable balancing resource for operation of the heat and electricity integrated energy system (HE-IES).
HU Bo, CHENG Xin, SHAO Changzheng, HUANG Wei, SUN Yue, XIE Kaigui
doaj +1 more source
On the Practicality of Deterministic Epistemic Uncertainty
CoRR, 2021 Proceedings of Machine Learning Research ...
Janis Postels +6 more
openaire +4 more sources
Intrinsic randomness in epidemic modelling beyond statistical uncertainty
Communications Physics, 2023 Uncertainty can be classified as either aleatoric (intrinsic randomness) or epistemic (imperfect knowledge of parameters). The majority of frameworks assessing infectious disease risk consider only epistemic uncertainty.
Matthew J. Penn +9 more
doaj +1 more source
Uncertainty, epistemics and active inference [PDF]
Journal of The Royal Society Interface, 2017 Abstract Biological systems—like ourselves—are constantly faced with uncertainty. Despite noisy sensory data, and volatile environments, creatures appear to actively maintain their integrity. To account for this remarkable ability to make optimal decisions in the face of a capricious world, we propose a generative model that ...
Thomas Parr, Karl J. Friston
openaire +3 more sources