Cooper Lorsung

According to our database, Cooper Lorsung authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

2024

Physics informed token transformer for solving partial differential equations.

Cooper Lorsung, Zijie Li, Amir Barati Farimani

Mach. Learn. Sci. Technol., March, 2024

Strategies for Pretraining Neural Operators.

Anthony Y. Zhou, Cooper Lorsung, AmirPouya Hemmasian, Amir Barati Farimani

Trans. Mach. Learn. Res., 2024

Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text.

Cooper Lorsung, Amir Barati Farimani

CoRR, 2024

PICL: Physics Informed Contrastive Learning for Partial Differential Equations.

Cooper Lorsung, Amir Barati Farimani

CoRR, 2024

2023

Physics Informed Token Transformer.

Cooper Lorsung, Zijie Li, Amir Barati Farimani

CoRR, 2023

Neural Network Predicts Ion Concentration Profiles under Nanoconfinement.

Zhonglin Cao, Yuyang Wang, Cooper Lorsung, Amir Barati Farimani

CoRR, 2023

2022

AugLiChem: data augmentation library of chemical structures for machine learning.

Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani

Mach. Learn. Sci. Technol., December, 2022

MeshDQN: A Deep Reinforcement Learning Framework for Improving Meshes in Computational Fluid Dynamics.

Cooper Lorsung, Amir Barati Farimani

CoRR, 2022

2021

AugLiChem: Data Augmentation Library ofChemical Structures for Machine Learning.

Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani

CoRR, 2021

Understanding Uncertainty in Bayesian Deep Learning.

Cooper Lorsung

CoRR, 2021

2020

Learned Uncertainty-Aware (LUNA) Bases for Bayesian Regression using Multi-Headed Auxiliary Networks.

Sujay Thakur, Cooper Lorsung, Yaniv Yacoby, Finale Doshi-Velez, Weiwei Pan

CoRR, 2020