Amir Maleki

Amir Maleki

Stanford University

H-index: 13

North America-United States

About Amir Maleki

Amir Maleki, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at Stanford University, specializes in the field of numerical analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Overt: An algorithm for safety verification of neural network control policies for nonlinear systems

Geometry encoding for numerical simulations

A Latent space solver for PDE generalization

Preference-based learning of reward function features

A composable autoencoder-based iterative algorithm for accelerating numerical simulations

ARCH-COMP20 category report: artificial intelligence and neural network control systems (AINNCS) for continuous and hybrid systems plants

Rapid classification of primary cementing flows

Amir Maleki Information

University

Position

___

Citations(all)

435

Citations(since 2020)

376

Cited By

185

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

14

i10Index(since 2020)

13

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Amir Maleki Skills & Research Interests

numerical analysis

Top articles of Amir Maleki

Title

Journal

Author(s)

Publication Date

Overt: An algorithm for safety verification of neural network control policies for nonlinear systems

Journal of Machine Learning Research

Chelsea Sidrane

Amir Maleki

Ahmed Irfan

Mykel J Kochenderfer

2021/8/3

Geometry encoding for numerical simulations

arXiv preprint arXiv:2104.07792

Amir Maleki

Jan Heyse

Rishikesh Ranade

Haiyang He

Priya Kasimbeg

...

2021/4/15

A Latent space solver for PDE generalization

arXiv preprint arXiv:2104.02452

Rishikesh Ranade

Chris Hill

Haiyang He

Amir Maleki

Jay Pathak

2021/4/6

Preference-based learning of reward function features

arXiv preprint arXiv:2103.02727

Sydney M Katz

Amir Maleki

Erdem Bıyık

Mykel J Kochenderfer

2021/3/3

A composable autoencoder-based iterative algorithm for accelerating numerical simulations

arXiv preprint arXiv:2110.03780

Rishikesh Ranade

Chris Hill

Haiyang He

Amir Maleki

Norman Chang

...

2021/10/7

ARCH-COMP20 category report: artificial intelligence and neural network control systems (AINNCS) for continuous and hybrid systems plants

EPiC Series in Computing

Taylor T Johnson

Diego Manzanas Lopez

Patrick Musau

Hoang-Dung Tran

Elena Botoeva

...

2020/9

Rapid classification of primary cementing flows

Chemical Engineering Science

Amir Maleki

Ian A Frigaard

2020/6/29

See List of Professors in Amir Maleki University(Stanford University)

Co-Authors

H-index: 61
Richard Craster

Richard Craster

Imperial College London

H-index: 21
Sarah Hormozi

Sarah Hormozi

Cornell University

H-index: 10
Milad Aminzadeh

Milad Aminzadeh

Isfahan University of Technology

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