“The method, which is general, numerically exact, and computationally not intensive, can easily be generalised to relativistic systems.”

“ModEn-Hub-style orchestration sustains about 90% teleportation success while the baseline degrades toward about 30%.”

“The discovery of a direct second-order transition between the massless and symmetric massive fermion phases.”

“The paper demonstrates that certain combinations of loss functions and tone mapping functions can reduce the effect of outliers while introducing minimal bias.”

“The Bayesian DP algorithm alternates between posterior updates and value iteration, employing an estimator for the risk-based Bellman operator that combines Monte Carlo sampling with convex optimization.”

“The authors obtain accurate ground-state energies for lattices up to 80 x 80 (6400 spins) and train deep Boltzmann machines for a system with 35 x 35 (1225 spins).”

“The CPU time was 5-11 ms for depth doses and fluence spectra at multiple depths. Gaussian beam calculations took 31-78 ms.”

“The paper identifies three equilibrium phases: a mixed phase where rings interpenetrate, and two segregated phases (expanded and collapsed).”

“The method couples a high-fidelity, asymptotic-preserving VPL solver with inexpensive, strongly correlated surrogates based on the Vlasov--Poisson--Fokker--Planck (VPFP) and Euler--Poisson (EP) equations.”

“The paper provides the first provable poly-time unbiased estimators for counting traces, a problem of considerable importance when allocating model checking resources.”

“The paper finds a robust 4Q bipartite lattice of hedgehogs and antihedgehogs which melts through a first order phase transition.”

“A significant portion of the low-energy viable region is incompatible with the vacuum stability conditions once the renormalization group effects are taken into account.”

“The algorithm consistently achieves lower error than the fluid-based method, and even one order of magnitude lower in a fusion-relevant test case. Moreover, the algorithm exhibits a significant speedup compared to the reference kinetic MC method.”

“Error mitigation is achieved by appending a six-parameter trainable Gaussian recovery layer comprising local phase rotations and displacements, optimized by minimizing a quadratic loss on the signal-mode quadratures.”

“The paper presents an efficient method to search for periodic signals in repeating FRBs by combining phase folding and Markov Chain Monte Carlo (MCMC) parameter estimation.”

“The study highlights the requirement for stronger nucleon reinteractions than previously assumed.”

“The paper proves that the new partition sampling method yields stratified sampling point sets with lower expected star discrepancy than both classical jittered sampling and simple random sampling.”

“SPIRAL achieves 83.6% overall accuracy on DailyLifeAPIs, an improvement of over 16 percentage points against the next-best search framework.”

“The paper discusses effects of anomalous contributions to polarisation and spin correlations in the $\bar q q \to \tau^+ \tau^-$ production processes, with $\tau$ decays included.”

“The paper shows how weak symmetries allow mapping the dynamics onto a classical Kinetic Monte Carlo, enabling efficient simulation.”

“The paper develops a new covariance approximation method based on Gaussian approximation, implemented via an iterative application of Stein's method.”

“The paper achieves explicitly computable constants that improve upon all previously known bounds, with a 14% improvement over the previous best constant for dimension 3.”

“The paper demonstrates that excited meson states are populated abundantly for typical parton configurations expected in jets.”

“The paper proposes rules for rebalancing that gate trades through magnitude-based thresholds and posterior activation probabilities, thereby trading off expected tracking error against turnover and portfolio size.”

“The paper develops a tractable inferential framework that avoids label enumeration and direct simulation of the latent state, exploiting a duality between the diffusion and a pure-death process on partitions.”

“The critical temperature $T_c$ is approximately $0.925$, showing a clear second order phase transition. The critical exponents...are in good agreement with the corresponding values obtained for the standard $2d$ Ising universality class.”

“The research focuses on using variance-aware priors in MCTS.”

“PHANTOM achieves over 90\% attack success rate under optimal conditions and maintains 60-80\% effectiveness even in degraded environments.”

“The research analyzes nuclear reactions on a 12C target.”

“Ab initio Glauber-theory calculations of high-energy nuclear scattering observables using variational Monte Carlo wave functions”

“A Fixed-Volume Variant of Gibbs-Ensemble Monte Carlo yields Significant Speedup in Binodal Calculation.”

“The study uses Neural Network Variational Monte Carlo to analyze the broken symmetry phase of solid hydrogen.”

“The article is sourced from ArXiv.”

“QMCkl is a kernel library for Quantum Monte Carlo Applications.”

“The paper focuses on the reliability of uncertainty estimates with Monte Carlo Dropout.”

“The article's focus is on generative Monte Carlo sampling for constant-cost particle transport.”

“The context provided is very limited; therefore, a key fact cannot be provided without knowing the specific contents of the paper.”

“The article likely delves into the specifics of how VI and Normalizing Flows are implemented to generate proposals, the mathematical formulations, and the empirical results demonstrating the improvements over existing MCMC methods.”

“AgentSHAP uses Monte Carlo Shapley value estimation.”

“The paper focuses on integrating Monte Carlo Tree Search (MCTS) with diffusion language models for improved inference.”

“The research is sourced from ArXiv, a repository for scientific papers.”

“The research employs Multi-Agent Monte Carlo Simulations.”

“PathFinder utilizes MCTS and LLM feedback for multi-hop question answering.”

“”

“The article is sourced from ArXiv, indicating it is a pre-print research paper.”

“This article discusses a paper from ArXiv.”

“The article likely explores various aspects of robustness within the framework of Markov Chain Monte Carlo methods.”

“W2S-AlignTree uses Monte Carlo Tree Search for inference-time alignment.”

“What can a conflict between millionaire jocks and billionaire owners tell us about American labor relations? And why is Kawhi Leonard getting paid $28 million to plant trees?”

“The interview likely discusses the security pitfalls of LLM-generated code.”