Results 161 to 170 of about 14,505 (295)

The Epistemic Uncertainty Hole: an issue of Bayesian Neural Networks

Bayesian Deep Learning (BDL) gives access not only to aleatoric uncertainty, as standard neural networks already do, but also to epistemic uncertainty, a measure of confidence a model has in its own predictions.
Fellaji, Mohammed, Pennerath, Frédéric
core  

The Future of Foundation Machine Learning Potentials and DFT in Homogeneous Catalysis: Competition or Synergy?

Chemistry – A European Journal, EarlyView.
Machine‐learning potentials are increasingly taking on the exploratory tasks of homogeneous catalysis, enabling rapid conformer sampling and reaction‐space mapping. However, when selectivity depends on subtle electronic effects, electronic‐structure methods remain essential.
Maxime Ferrer, Julen Munarriz, Thijs Stuyver, Ruben Laplaza   +3 more
wiley   +1 more source

Quantifying Epistemic Uncertainty in Multimodal Long-Tailed Classification: A Belief Entropy-Based Evidential Fusion Framework. [PDF]

Entropy (Basel)
Zhu G.
europepmc   +1 more source

Rethinking Climate Change on the Role of Human Power Generation, Alternative Perspectives, Potential Solutions, and a Plea for Action

Chemie Ingenieur Technik, EarlyView.
All energy matters Let us broaden the discussion on solutions to climate change. Greenhouse gases have upset the delicate equilibrium of the Earth's energy balance. Consequently, all sources of heat affect the temperature of the Earth. Although the amount of additional heat generated by humans is a fraction of that produced by the sun, it is generated ...
Martin Bertau, Gerald Steiner, Tom Harwood   +2 more
wiley   +1 more source

Site-of-Metabolism Prediction with Aleatoric and Epistemic Uncertainty Quantification. [PDF]

J Chem Inf Model
Jacob RA, Wieder O, Chen Y, Mazzolari A, Bergner A, Schleifer KJ, Kirchmair J.   +6 more
europepmc   +1 more source

Shifting Tides: A Decade of Business Climate Adaptation and Resilience Research (2013–2023)

Corporate Social Responsibility and Environmental Management, EarlyView.
ABSTRACT Climate change is causing significant disruptions to the socio‐ecological systems in which organizations operate, presenting unprecedented challenges for businesses across sectors in adapting to shifting environmental conditions and building resilience to extreme weather events.
Domenico Villano, Laura Colli, Federico Martellozzo, Sara Lombardi   +3 more
wiley   +1 more source

Selecting fitted models under epistemic uncertainty using a stochastic process on quantile functions. [PDF]

Nat Commun
René A, Longtin A.
europepmc   +1 more source

Uncertainty-driven characterization of climate change effects on drought frequency using enhanced SPI

, 2014
The Standardized Precipitation Index (SPI) is a well-established drought index that is based on transforming the interannual distribution of precipitation to a standard normal distribution.
Zargar, A (15593912), Faisal Khan (14741095), Sadiq, R (15512408)   +2 more
core  

The Production of a Sustainability Reporting Norm in Spanish State‐Owned Enterprises

Corporate Social Responsibility and Environmental Management, EarlyView.
ABSTRACT State‐owned enterprises (SOEs) are hybrid organizations that pursue social and economic goals and are expected to engage in sustainability reporting. Previous literature has shown limited attention to examining the process by which a norm in sustainability reporting has emerged among SOEs.
Javier Andrades, Domingo Martinez‐Martinez, Manuel Larran   +2 more
wiley   +1 more source