Siddharth Nair - Publications, H-index & Citations

Siddharth Nair

School of Mechanical Engineering

5H指数

20论文数

109被引数

收录论文 8

发表时间

Reinforcement learning framework for the mechanical design of microelectronic components under multiphysics constraints 多物理场约束下微电子元件机械设计强化学习框架

Structural and Multidisciplinary Optimization

IF4

2026-08-28

OAAI

Siddharth Nair; Timothy F. Walsh; Greg Pickrell; Fabio Semperlotti

Physics and geometry informed neural operator network with application to acoustic scattering 基于物理与几何信息指导的神经算子网络及其在声散射中的应用

Mechanical Systems and Signal Processing

IF8.9

2025-09-09

OAAI

Siddharth Nair; Timothy F. Walsh; Greg Pickrell; Fabio Semperlotti

Wide-Field Bond Quality Evaluation Using Frequency Domain Thermoreflectance with Deep Neural Network Feature Reconstruction (Adv. Mater. Interfaces 13/2025)基于频率域热反射与深度神经网络特征重建的宽视场键合质量评估 (Adv. Mater. Interfaces 13/2025)

Advanced Materials Interfaces

IF4.4

2025-07-17

OAAI

Amun Jarzembski; Siddharth Nair; Wyatt Hodges; Matthew Jordan; Anthony McDonald; Logan Antiporda; Greg W. Pickrell; Timothy Walsh; Fabio Semperlotti; Jason Neely; Luke Yates

Wide-Field Bond Quality Evaluation Using Frequency Domain Thermoreflectance with Deep Neural Network Feature Reconstruction

ADVANCED MATERIALS INTERFACES

IF4.4

2025-04-01

OAAI

Jarzembski, Amun; Nair, Siddharth; Hodges, Wyatt; Jordan, Matthew; McDonald, Anthony; Antiporda, Logan; Pickrell, Greg W.; Walsh, Timothy; Semperlotti, Fabio; Neely, Jason; Yates, Luke

Multiple scattering simulation via physics-informed neural networks 通过物理通知的神经网络进行多次散射模拟

ENGINEERING WITH COMPUTERS

IF4.9

2024-07-30

OAAI

Nair, Siddharth; Walsh, Timothy F.; Pickrell, Greg; Semperlotti, Fabio

GRIDS-Net: Inverse shape design and identification of scatterers via geometric regularization and physics-embedded deep learning

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-09-01

OAAI

Nair, Siddharth; Walsh, Timothy F.; Pickrell, Greg; Semperlotti, Fabio