Parallel tempering: Theory, applications, and new perspectives
We review the history of the parallel tempering simulation method. From its origins in data
analysis, the parallel tempering method has become a standard workhorse of …
analysis, the parallel tempering method has become a standard workhorse of …
Bayesian inference in physics
U Von Toussaint - Reviews of Modern Physics, 2011 - APS
Bayesian inference provides a consistent method for the extraction of information from
physics experiments even in ill-conditioned circumstances. The approach provides a unified …
physics experiments even in ill-conditioned circumstances. The approach provides a unified …
[BOOK][B] Introduction to nonextensive statistical mechanics: approaching a complex world
C Tsallis - 2009 - Springer
Metaphors, generalizations and unifications are natural and desirable ingredients of the
evolution of scientific theories and concepts. Physics, in particular, obviously walks along …
evolution of scientific theories and concepts. Physics, in particular, obviously walks along …
[BOOK][B] Random fields for spatial data modeling
DT Hristopulos - 2020 - Springer
The series aims to: present current and emerging innovations in GIScience; describe new
and robust GIScience methods for use in transdisciplinary problem solving and decision …
and robust GIScience methods for use in transdisciplinary problem solving and decision …
A parallel tempering algorithm for probabilistic sampling and multimodal optimization
M Sambridge - Geophysical Journal International, 2014 - academic.oup.com
Non-linear inverse problems in the geosciences often involve probabilistic sampling of
multimodal density functions or global optimization and sometimes both. Efficient algorithmic …
multimodal density functions or global optimization and sometimes both. Efficient algorithmic …
Beyond kappa distributions: Exploiting Tsallis statistical mechanics in space plasmas
Empirically derived kappa distributions are becoming increasingly widespread in space
physics as the power law nature of various suprathermal tails is melded with more classical …
physics as the power law nature of various suprathermal tails is melded with more classical …
Inferential structure determination
Macromolecular structures calculated from nuclear magnetic resonance data are not fully
determined by experimental data but depend on subjective choices in data treatment and …
determined by experimental data but depend on subjective choices in data treatment and …
Entropy defect in thermodynamics
This paper describes the physical foundations of the newly discovered “entropy defect” as a
basic concept of thermodynamics. The entropy defect quantifies the change in entropy …
basic concept of thermodynamics. The entropy defect quantifies the change in entropy …
White matter pathology isolates the hippocampal formation in Alzheimer's disease
Prior work has demonstrated that the memory dysfunction of Alzheimer's disease (AD) is
accompanied by marked cortical pathology in medial temporal lobe (MTL) gray matter. In …
accompanied by marked cortical pathology in medial temporal lobe (MTL) gray matter. In …
Determining protein structures by combining semireliable data with atomistic physical models by Bayesian inference
More than 100,000 protein structures are now known at atomic detail. However, far more are
not yet known, particularly among large or complex proteins. Often, experimental information …
not yet known, particularly among large or complex proteins. Often, experimental information …