Benjamin Pham - Publications, H-index & Citations

Benjamin Pham

University of California System

7H指数

17论文数

286被引数

收录论文 7

发表时间

The mechanistic origins of heterogeneous void growth during ductile failure

ACTA MATERIALIA

IF9.3

2024-08-01

PREAI

Vaughan, M. W.; Lim, H.; Pham, B.; Seede, R.; Polonsky, A. T.; Johnson, K. L.; Noell, P. J.

Hybrid supervised and reinforcement learning for the design and optimization of nanophotonic structures

OPTICS EXPRESS

IF3.3

2024-03-05

OAAI

Yeung, Christopher; Pham, Benjamin; Zhang, Zihan; Fountaine, Katherine T.; Raman, Aaswath P.

Pit growth kinetics in aluminum: effects of salt loading and relative humidity

NPJ MATERIALS DEGRADATION

IF7.6

2023-07-29

OAAI

Noell, Philip J.; Pham, Benjamin T.; Campbell, Ian; Donohoe, Brendan; Maestas, Demitri; Schindelholz, Eric J.; Melia, Michael A.; Katona, Ryan M.

DeepAdjoint: An All-in-One Photonic Inverse Design Framework Integrating Data-Driven Machine Learning with Optimization Algorithms DeepAdjoint: 一个集成数据驱动机器学习和优化算法的一体化光子逆向设计框架

ACS PHOTONICS

IF6.7

2022-10-03

OAAI

Yeung, Christopher; Pham, Benjamin; Tsai, Ryan; Fountaine, Katherine T.; Raman, Aaswath P.

Enhancing Adjoint Optimization-Based Photonic Inverse Designwith Explainable Machine Learning 用可解释的机器学习增强基于伴随优化的光子逆设计

ACS PHOTONICS

IF6.7

2022-04-21

OAAI

Yeung, Christopher; Ho, David; Pham, Benjamin; Fountaine, Katherine T.; Zhang, Zihan; Levy, Kara; Raman, Aaswath P.

Global Inverse Design across Multiple Photonic Structure Classes Using Generative Deep Learning 使用生成式深度学习跨多个光子结构类的全局逆向设计

ADVANCED OPTICAL MATERIALS

IF7.2

2021-07-17

OAAI

Yeung, Christopher; Tsai, Ryan; Pham, Benjamin; King, Brian; Kawagoe, Yusaku; Ho, David; Liang, Julia; Knight, Mark W.; Raman, Aaswath P.

Multiplexed supercell metasurface design and optimization with tandem residual networks 具有串联残差网络的多路超级电池超表面设计和优化

NANOPHOTONICS

IF6.6

2021-01-05

OAAI

Yeung, Christopher; Tsai, Ju-Ming; King, Brian; Pham, Benjamin; Ho, David; Liang, Julia; Knight, Mark W.; Raman, Aaswath P.

研究方向