Robert Stephany - Publications, H-index & Citations

Robert Stephany

Lawrence Livermore National Laboratory

3H指数

16论文数

72被引数

收录论文 7

发表时间

mLaSDI: Multi-stage latent space dynamics identification mLaSDI: 多阶段潜在空间动力学识别

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-07-01

PREAI

Anderson, William; Chung, Seung Whan; Stephany, Robert; Choi, Youngsoo

Higher-order LaSDI: Reduced order modeling with multiple time derivatives 高阶LaSDI：基于多时间导数的降阶建模

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-03-20

PREAI

Robert Stephany; William Anderson; Youngsoo Choi

DDE-Find: learning delay differential equations from noisy, limited data DDE-Find：从噪声、有限数据中学习延迟微分方程

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3

2025-03-26

PREAI

Stephany, Robert

Generating Protein Structures for Pathway Discovery Using Deep Learning

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2024-10-10

OAAI

Georgouli, Konstantia; Stephany, Robert R.; Tempkin, Jeremy O. B.; Santiago, Claudio; Aydin, Fikret; Heimann, Mark A.; Pottier, Loic; Zhang, Xiaohua; Carpenter, Timothy S.; Hsu, Tim; Nissley, Dwight V.; Streitz, Frederick H.; Lightstone, Felice C.; Ingolfsson, Helgi I.; Bremer, Peer-Timo

PDE-LEARN : Using deep learning to discover partial differential equations from noisy, limited data Pde-learn: 使用深度学习从嘈杂的有限数据中发现偏微分方程

NEURAL NETWORKS

IF6.3

2024-06-01

OAAI

Stephany, Robert; Earls, Christopher

Weak-PDE-LEARN: A weak form based approach to discovering PDEs from noisy, limited data Weak-PDE-LEARN: 一种基于弱形式的方法，用于从嘈杂，有限的数据中发现PDE

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2024-06-01

OAAI

Stephany, Robert; Earls, Christopher