Danny Perez

Orcid: 0000-0003-3028-5249

According to our database1, Danny Perez authored at least 17 papers between 2012 and 2024.

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Bibliography

2024
MolSieve: A Progressive Visual Analytics System for Molecular Dynamics Simulations.
IEEE Trans. Vis. Comput. Graph., January, 2024

Co-design for Particle Applications at Exascale.
Comput. Sci. Eng., 2024

Breaking the Molecular Dynamics Timescale Barrier Using a Wafer-Scale System.
CoRR, 2024

Misspecification uncertainties in near-deterministic regression.
CoRR, 2024

2023
Regression-Based Projection for Learning Mori-Zwanzig Operators.
SIAM J. Appl. Dyn. Syst., December, 2023


2022
Resource allocation for task-level speculative scientific applications: A proof of concept using Parallel Trajectory Splicing.
Parallel Comput., 2022

Combining machine-learned and empirical force fields with the parareal algorithm: application to the diffusion of atomistic defects.
CoRR, 2022

MDZ: An Efficient Error-bounded Lossy Compressor for Molecular Dynamics.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
Pairwise Difference Regression: A Machine Learning Meta-algorithm for Improved Prediction and Uncertainty Quantification in Chemical Search.
J. Chem. Inf. Model., 2021

2020
Rapid Exploration of Optimization Strategies on Advanced Architectures using TestSNAP and LAMMPS.
CoRR, 2020

Testing Research Software: A Case Study.
Proceedings of the Computational Science - ICCS 2020, 2020

2018
Programmable Caches with a Data Management Language and Policy Engine.
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2016
Discrete event performance prediction of speculatively parallel temperature-accelerated dynamics.
Simul., 2016

2015
TADSim: Discrete Event-Based Performance Prediction for Temperature-Accelerated Dynamics.
ACM Trans. Model. Comput. Simul., 2015

Analysis of Transition State Theory Rates upon Spatial Coarse-Graining.
Multiscale Model. Simul., 2015

2012
A mathematical formalization of the parallel replica dynamics.
Monte Carlo Methods Appl., 2012


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