Cooper Lorsung

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text.
CoRR
Cooper Lorsung, Amir Barati Farimani
2024 J jnl
PICL: Physics Informed Contrastive Learning for Partial Differential Equations.
CoRR
Cooper Lorsung, Amir Barati Farimani
2024 J jnl
Physics informed token transformer for solving partial differential equations.
Mach. Learn. Sci. Technol.
Cooper Lorsung, Zijie Li, Amir Barati Farimani
2024 J jnl
Strategies for Pretraining Neural Operators.
CoRR
Anthony Y. Zhou, Cooper Lorsung, AmirPouya Hemmasian, Amir Barati Farimani
2024 J jnl
Strategies for Pretraining Neural Operators.
Trans. Mach. Learn. Res.
Anthony Y. Zhou, Cooper Lorsung, AmirPouya Hemmasian, Amir Barati Farimani
2023 J jnl
Neural Network Predicts Ion Concentration Profiles under Nanoconfinement.
CoRR
Zhonglin Cao, Yuyang Wang, Cooper Lorsung, Amir Barati Farimani
2023 J jnl
Physics Informed Token Transformer.
CoRR
Cooper Lorsung, Zijie Li, Amir Barati Farimani
2022 J jnl
AugLiChem: data augmentation library of chemical structures for machine learning.
Mach. Learn. Sci. Technol.
Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani
2022 J jnl
MeshDQN: A Deep Reinforcement Learning Framework for Improving Meshes in Computational Fluid Dynamics.
CoRR
Cooper Lorsung, Amir Barati Farimani
2021 J jnl
AugLiChem: Data Augmentation Library ofChemical Structures for Machine Learning.
CoRR
Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani
2021 J jnl
Understanding Uncertainty in Bayesian Deep Learning.
CoRR
Cooper Lorsung
2020 J jnl
Learned Uncertainty-Aware (LUNA) Bases for Bayesian Regression using Multi-Headed Auxiliary Networks.
CoRR
Sujay Thakur, Cooper Lorsung, Yaniv Yacoby, Finale Doshi-Velez, Weiwei Pan