The principles behind equivariant neural networks for physics and chemistry. [PDF]
Kondor R.
europepmc +1 more source
Phonon-phonon scattering selection rules and control: an application to nanofriction and thermal transport. [PDF]
Cammarata A.
europepmc +1 more source
ABSTRACT The Lower Cretaceous Yamama Formation of southern Iraq represents a key carbonate reservoir within Iraq and the Middle East, yet its complex depositional facies architecture and diagenetic alterations present challenges for predicting reservoir quality.
A. K. A. Mohammed +8 more
wiley +1 more source
Topological Dirac Semimetallic Phase in Heusler-Type Li<sub>2</sub>YZ (Y = Zn or Cd and Z = Ge, Sn, or Pb) Compounds: A First-Principles Investigation. [PDF]
Waheed F +6 more
europepmc +1 more source
Markov Determinantal Point Process for Dynamic Random Sets
ABSTRACT The Law of Determinantal Point Process (LDPP) is a flexible parametric family of distributions over random sets defined on a finite state space, or equivalently over multivariate binary variables. The aim of this paper is to introduce Markov processes of random sets within the LDPP framework. We show that, when the pairwise distribution of two
Christian Gouriéroux, Yang Lu
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Symmetry, gauge freedoms, and the interpretability of sequence-function relationships. [PDF]
Posfai A, McCandlish DM, Kinney JB.
europepmc +1 more source
Fundamental Fermions Fit Inside One su(1|5) Irreducible Representation [PDF]
N. I. Stoilova, J. Van der Jeugt
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‘I was a bit hasty … I was a young resident!’ Medical residents' responses to clinical uncertainty
Abstract Introduction Uncertainty is intrinsic to medical practice. Improving trainees' uncertainty tolerance requires exploring their responses to clinical uncertainty in clinical contexts. Although previous research works have highlighted the role of self‐assessment, contextual cues and responsibility, existing models—developed for experienced ...
Nicolas Belhomme +6 more
wiley +1 more source
Molecule Graph Networks with Many-Body Equivariant Interactions. [PDF]
Mao Z +7 more
europepmc +1 more source
Becoming Dostoevsky (how Rowan Williams opens up Bakhtin)
Abstract With the end of Communism in Russia, non‐materialist contexts were enthusiastically restored to Mikhail Bakhtin's globally famous ideas of carnival, dialogism, and polyphony. This essay surveys Rowan Williams's 2008 study Dostoevsky: Language, Faith + Fiction as a major contribution to this effort, concentrating on those general philosophical ...
Caryl Emerson
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