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  1. Hace 2 días · In this contribution, the role of epistemology in understanding quantum chemistry is discussed. Quantum chemistry is the study of the behavior of atoms and molecules using the principles of quantum mechanics. Epistemology helps us evaluate claims to knowledge, distinguish between justified and unjustified beliefs, and assess the reliability of scientific methods. In quantum chemistry, the ...

  2. Hace 1 día · May 15, 2024 • Physics 17, s51. A method for analyzing uncertainties in so-called analog quantum simulations could help scientists make precise predictions using these models. N. A. Zemlevskiy et al. [ 1] In an analog quantum simulation, the behavior of one quantum system is emulated by another, more controllable quantum system.

  3. Hace 3 días · Background/purpose: The use of artificial intelligence (AI) in radiotherapy (RT) is expanding rapidly. However, there exists a notable lack of clinician trust in AI models, underscoring the need for effective uncertainty quantification (UQ) methods. The purpose of this study was to scope existing literature related to UQ in RT, identify areas of improvement, and determine future directions.

  4. Hace 3 días · While the forests on Mount Taishan are predominantly man-made, there is a notable vertical variation in vegetation. This study employs the method of cloud model, quantifying uncertainty (fuzziness ...

  5. Hace 3 días · May 13, 2024. IE Research Datalab is proud to announce that professor Rafael Ballester-Ripoll has published the paper “Computing Statistical Moments Via Tensorization of Polynomial Chaos Expansions” in the Journal on Uncertainty Quantification. Rafael’s research introduces a novel algorithm for estimating complex statistical moments of ...

  6. Hace 1 día · In this paper, we present a Bayesian hierarchical model to estimate RNA velocity, which leverages a time-dependent transcription rate and non-trivial initial conditions, allowing for well-calibrated uncertainty quantification. The proposed method is validated in a comprehensive simulation study that covers various scenarios, and benchmarked ...

  7. Hace 2 días · Attitudes of distrust and paranoia toward scientific and political institutions are increasingly identified as major troubles in online communication and often lumped together under the umbrella te...