Farshud Sorourifar - Publications, H-index & Citations

Farshud Sorourifar

university of wisconsin-madison

7H指数

25论文数

207被引数

收录论文 10

发表时间

Thermodynamics-Informed Machine Learning of Organic Electrode Material Solubility in Nonaqueous Electrolytes 热力学信息指导的有机电极材料在非水系电解质中的溶解度机器学习

The Journal of Physical Chemistry B

IF2.9

2026-05-17

OAAI

Abigail M. Houser; Madhav R. Muthyala; Farshud Sorourifar; Justin Xu; Joel A. Paulson; Shiyu Zhang

Toward efficient quantum computation of molecular ground-state energies 面向分子基态能量的高效量子计算

AIChE Journal

IF4

2025-09-24

OAAI

Farshud Sorourifar; Mohamed Taha Rouabah; Nacer Eddine Belaloui; Mohamed Messaoud Louamri; Diana Chamaki; Erik J. Gustafson; Norm M. Tubman; Joel A. Paulson; David E. Bernal Neira

Adaptive subspace Bayesian optimization over molecular descriptor libraries for data-efficient chemical design 基于分子描述符库的自适应子空间贝叶斯优化用于数据高效的化学设计

Digital Discovery

IF5.6

2025-09-01

OAAI

Farshud Sorourifar; Thomas Banker; Joel Paulson

SyMANTIC: An Efficient Symbolic Regression Method for Interpretable and Parsimonious Model Discovery in Science and Beyond SyMANTIC: 一种有效的符号回归方法，用于科学及其他领域的可解释和简约模型发现

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2025-02-04

PREAI

Muthyala, Madhav R.; Sorourifar, Farshud; Peng, You; Paulson, Joel A.

Zero-Shot Discovery of High-Performance, Low-Cost Organic Battery Materials Using Machine Learning 使用机器学习零射击发现高性能，低成本的有机电池材料

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

IF15.6

2024-11-01

PREAI

Park, Jaehyun; Sorourifar, Farshud; Muthyala, Madhav R.; Houser, Abigail M.; Tuttle, Madison; Paulson, Joel A.; Zhang, Shiyu

Physics-Enhanced Neural Ordinary Differential Equations: Application to Industrial Chemical Reaction Systems

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2023-09-13

PREAI

Sorourifar, Farshud; Peng, You; Castillo, Ivan; Bui, Linh; Venegas, Juan; Paulson, Joel A.

Predicting the Solubility of Organic Energy Storage Materials Based on Functional Group Identity and Substitution Pattern

JOURNAL OF PHYSICAL CHEMISTRY LETTERS

IF4.6

2023-02-01

PREAI

Tuttle, Madison R.; Brackman, Emma M.; Sorourifar, Farshud; Paulson, Joel; Zhang, Shiyu

Constrained robust Bayesian optimization of expensive noisy black-box functions with guaranteed regret bounds

AICHE JOURNAL

IF4

2022-08-24

OAAI

Kudva, Akshay; Sorourifar, Farshud; Paulson, Joel A.

Computationally efficient integrated design and predictive control of flexible energy systems using multi-fidelity simulation-based Bayesian optimization

OPTIMAL CONTROL APPLICATIONS & METHODS

IF1.5

2021-11-09

PREAI

Sorourifar, Farshud; Choksi, Naitik; Paulson, Joel A.

Integrated Multiscale Design, Market Participation, and Replacement Strategies for Battery Energy Storage Systems

ieee transactions on energy conversion

IF10

2020-01-01

OAAI

Sorourifar, Farshud; Zavala, Victor M.; Dowling, Alexander W.

研究方向