Showing 61–80 of 236 results
/ Date/ Name
Oct 19, 2023LHC Hadronic Jet Generation Using Convolutional Variational Autoencoders with Normalizing FlowsOct 12, 2023Macroproperties vs. Microstates in the Classical Simulation of Critical Phenomena in Quench Dynamics of 1D Ising ModelsAug 14, 2023Stability, mechanisms and kinetics of emergence of Au surface reconstructions using Bayesian force fieldsAug 9, 2023Evaluating the diversity and utility of materials proposed by generative modelsJun 26, 2023One-step replica symmetry breaking in the language of tensor networksJun 1, 2023Unraveling the Catalytic Effect of Hydrogen Adsorption on Pt Nanoparticle Shape-ChangeMay 31, 2023A unified framework for machine learning collective variables for enhanced sampling simulations: $\texttt{mlcolvar}$May 19, 2023Pyrovskite: A software package for the high throughput construction, analysis, and featurization of two- and three-dimensional perovskite systemsMay 9, 2023Sparse sensor reconstruction of vortex-impinged airfoil wake with machine learningMay 3, 2023Baler -- Machine Learning Based Compression of Scientific DataApr 27, 2023Phaseless auxiliary field quantum Monte Carlo with projector-augmented wave method for solidsApr 20, 2023Scaling the leading accuracy of deep equivariant models to biomolecular simulations of realistic sizeApr 11, 2023Neural network Gaussian processes as efficient models of potential energy surfaces for polyatomic moleculesMar 28, 2023Referenceless characterisation of complex media using physics-informed neural networksMar 7, 2023Benchmark Phaseless Auxiliary-Field Quantum Monte Carlo Method for Small MoleculesFeb 25, 2023Complexity of Many-Body Interactions in Transition Metals via Machine-Learned Force Fields from the TM23 Data SetFeb 16, 2023First-principles calculations of magnetic states in pyrochlores using a source-corrected exchange and correlation functionalFeb 15, 2023Multimap targeted free energy estimationFeb 14, 2023Statistically Optimal Force Aggregation for Coarse-Graining Molecular DynamicsFeb 2, 2023High-precision regressors for particle physics