Joshua A. Vita - Publications, H-index & Citations

Joshua A. Vita

lawrence livermore national laboratory

4H指数

17论文数

62被引数

收录论文 6

发表时间

Cluster-based Bayesian optimization for application-specific interatomic potential training 基于聚类的贝叶斯优化用于特定应用场景的原子间势能训练

Computational Materials Science

IF3.3

2026-08-04

PREAI

Joshua A. Vita; Jared Stimac; Logan Williams; Ya Ju Fan; Kyle Bushick; Vincenzo Lordi; Sebastien Hamel; Amit Samanta; Benjamin Laubach; Rebecca Lindsey

Unsupervised atomic data mining via multi-kernel graph autoencoders for machine learning force fields 基于多核图自编码器的无监督原子数据挖掘用于机器学习力场

machine learning: science and technology

IF0

2026-02-13

OAAI

Hong Sun; Joshua A Vita; Amit Samanta; Vincenzo Lordi

LTAU-FF: Loss Trajectory Analysis for Uncertainty in atomistic Force Fields Ltau-ff: 原子力场中不确定性的损失轨迹分析

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2025-02-20

OAAI

Vita, Joshua A.; Samanta, Amit; Zhou, Fei; Lordi, Vincenzo

Spline-based neural network interatomic potentials: Blending classical and machine learning models 基于样条的神经网络原子间势: 混合经典和机器学习模型

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2024-01-01

OAAI

Vita, Joshua A.; Trinkle, Dallas R.

ColabFit exchange: Open-access datasets for data-driven interatomic potentials

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2023-10-20

OAAI

Vita, Joshua A.; Fuemmeler, Eric G.; Gupta, Amit; Wolfe, Gregory P.; Tao, Alexander Quanming; Elliott, Ryan S.; Martiniani, Stefano; Tadmor, Ellad B.

Exploring the necessary complexity of interatomic potentials

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2021-12-01

OAAI

Vita, Joshua A.; Trinkle, Dallas R.

研究方向