Ponkrshnan Thiagarajan - Publications, H-index & Citations

Ponkrshnan Thiagarajan

hopkins extreme materials institute

3H指数

20论文数

96被引数

收录论文 9

发表时间

Surprisingly high redundancy in electronic structure data across materials explained by low intrinsic dimensionality 令人惊讶的高冗余度在材料电子结构数据中存在，其可由低固有维度性解释

npj Computational Materials

IF11.9

2026-10-19

OAAI

Sazzad Hossain; Ponkrshnan Thiagarajan; Shashank Pathrudkar; Stephanie Taylor; Abhijeet Sadashiv Gangan; Amartya S. Banerjee; Susanta Ghosh

Electronic structure prediction of medium and high entropy alloys across composition space 中高熵合金在组成空间中的电子结构预测

npj Computational Materials

IF11.9

2025-11-21

OAAI

Shashank Pathrudkar; Stephanie Taylor; Abhishek Keripale; Abhijeet S. Gangan; Ponkrshnan Thiagarajan; Shivang Agarwal; Jaime Marian; Susanta Ghosh; Amartya S. Banerjee

Accelerating Hamiltonian Monte Carlo for Bayesian inference in neural networks and neural operators 加速神经网络和神经算子中的贝叶斯推断的哈密顿蒙特卡洛方法

Computer Methods in Applied Mechanics and Engineering

IF7.3

2025-09-21

PREAI

Ponkrshnan Thiagarajan; Tamer A. Zaki; Michael D. Shields

UQpy Version 4.2: Uncertainty quantification with Python UQpy版本4.2：基于Python的不确定性量化

SOFTWAREX

IF2.4

2025-09-01

OAAI

Krill, Connor; Thiagarajan, Ponkrshnan; Pasparakis, George D.; Goswami, Somdatta; Tsapetis, Dimitrios; Giovanis, Dimitris G.; Shields, Michael D.

Jensen-Shannon divergence based novel loss functions for Bayesian neural networks 基于jensen-shannon散度的贝叶斯神经网络新损失函数

NEUROCOMPUTING

IF6.5

2025-02-01

OAAI

Thiagarajan, Ponkrshnan; Ghosh, Susanta

Electronic structure prediction of multi-million atom systems through uncertainty quantification enabled transfer learning

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-08-12

OAAI

Pathrudkar, Shashank; Thiagarajan, Ponkrshnan; Agarwal, Shivang; Banerjee, Amartya S.; Ghosh, Susanta

Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-04-01

OAAI

Thiagarajan, Ponkrshnan; Khairnar, Pushkar; Ghosh, Susanta

Asymptotic expansion differential quadrature method for the analysis of laminated hemispherical shells

COMPOSITE STRUCTURES

IF7.1

2019-11-01

PREAI

Thiagarajan, Ponkrshnan; Gopal, K. V. Nagendra

An extended state space method for three-dimensional elasticity analysis of arbitrary graded sandwich plates

JOURNAL OF SANDWICH STRUCTURES & MATERIALS

IF2.8

2019-06-26

PREAI

Udayakumar, Balavishnu; Thiagarajan, Ponkrshnan; Gopal, K. V. Nagendra

研究方向