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Scalable Boltzmann generators for equilibrium sampling of large-scale materials. [PDF]
Schebek M, NoƩ F, Rogal J.
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Preface to the Special Issue: Quantum Probability and Randomness V. [PDF]
Khrennikov A, Svozil K.
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Time-optimal trajectory planning algorithm for robotic arms based on ADFMSSA chaotic optimization. [PDF]
Yue G +4 more
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Aim high, stay private: differentially private synthetic data enables public release of behavioral health information with high utility. [PDF]
Ghasemizade M +6 more
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Testing parallel random number generators
Monte Carlo computations are considered easy to parallelize. However, the results can be adversely affected by defects in the parallel pseudorandom number generator used.
Ashok Srinivasan +2 more
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Random number generators are chaotic
ACM SIGPLAN Notices, 1989We observe that pseudo-random number generators, familiar to all programmers, are examples of deterministic chaotic dynamical systems. We discuss the implications of this finding and compare computer generation of pseudo-random numbers to the theoretical ideal of a (noncomputable) random sequence.
Charles Herring, Julian I. Palmore
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Random Number Generation [PDF]
The fields of probability and statistics are built over the abstract concepts of probability space and random variable. This has given rise to elegant and powerful mathematical theory, but exact implementation of these concepts on conventional computers seems impossible.
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Uniform Random Number Generators
Journal of the ACM, 1965Abstract : This paper discusses the testing of methods for generating uniform numbers in a computer--the commonly used multiplicative and mixed congruential generators as well as two methods. Tests proposed here are more stringent than those usually applied, because the usual tests for randomness have passed several of the commonly used pprocedures ...
M. Donald MacLaren, George Marsaglia
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