Lena Podina

According to our database, Lena Podina authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Conformalized Physics-Informed Neural Networks.

Lena Podina, Mahdi Torabi Rad, Mohammad Kohandel

CoRR, 2024

Learning Chemotherapy Drug Action via Universal Physics-Informed Neural Networks.

Lena Podina, Ali Ghodsi, Mohammad Kohandel

CoRR, 2024

Denoising Diffusion Restoration Tackles Forward and Inverse Problems for the Laplace Operator.

Amartya Mukherjee, Melissa M. Stadt, Lena Podina, Mohammad Kohandel, Jun Liu

CoRR, 2024

2023

Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data.

Lena Podina, Brydon Eastman, Mohammad Kohandel

Proceedings of the International Conference on Machine Learning, 2023

Better Peer Grading through Bayesian Inference.

Hedayat Zarkoob, Greg d'Eon, Lena Podina, Kevin Leyton-Brown

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A PINN Approach to Symbolic Differential Operator Discovery with Sparse Data.

Lena Podina, Brydon Eastman, Mohammad Kohandel

CoRR, 2022