Concepedia

Amir Gholami

AG

8

Publications

526

Citations

8

H-Index

2017

Active since

Affiliations

University of California, Berkeley(Current)

The University of Texas at Austin

University of Stuttgart

Amir Gholami is an author at University of California, Berkeley specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningSocial SciencesComputer EngineeringComputational NeuroscienceNeuroscienceDeep LearningArtificial IntelligenceRadiology

Publications per year

2017–2024

8

Publications

8

AI and Memory Wall

Amir Gholami, Zhewei Yao, Sehoon Kim et al. · IEEE Micro · 2024 · 204 citations

Artificial Intelligence, Engineering, Machine Learning +22

Characterizing possible failure modes in physics-informed neural networks

Aditi S. Krishnapriyan, Amir Gholami, Shandian Zhe et al. · arXiv (Cornell University) · 2021 · 115 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs

Amir Gholami, Kurt Keutzer, George Biros · arXiv (Cornell University) · 2019 · 77 citations · Full text

Neural Odes, Engineering, Machine Learning +12

Coupling brain-tumor biophysical models and diffeomorphic image registration

Klaudius Scheufele, Andreas Mang, Amir Gholami et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 35 citations · Full text

Engineering, Medical Imaging, Computational Neuroscience +10

ANODEV2: A Coupled Neural ODE Framework

Tianjun Zhang, Zhewei Yao, Amir Gholami et al. · Neural Information Processing Systems · 2019 · 30 citations

Artificial Intelligence, Residual Networks, Machine Learning +14

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