David Bindel

David Bindel

Cornell University

H-index: 31

North America-United States

About David Bindel

David Bindel, With an exceptional h-index of 31 and a recent h-index of 20 (since 2020), a distinguished researcher at Cornell University, specializes in the field of Scientific computing, Numerical linear algebra, MEMS.

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

Variational Gaussian Processes with Decoupled Conditionals

Walking on Spheres and Talking to Neighbors: Variance Reduction for Laplace's Equation

Finding Birkhoff Averages via Adaptive Filtering

Level Set Learning for Poincaré Plots of Symplectic Maps

Understanding trade-offs in stellarator design with multi-objective optimization

LAProof: A library of formal proofs of accuracy and correctness for linear algebra programs

Streaming local community detection through approximate conductance

Verified correctness, accuracy, and convergence of a stationary iterative linear solver: Jacobi method

David Bindel Information

University

Position

Associate Professor of Computer Science

Citations(all)

8070

Citations(since 2020)

2593

Cited By

6462

hIndex(all)

31

hIndex(since 2020)

20

i10Index(all)

56

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

David Bindel Skills & Research Interests

Scientific computing

Numerical linear algebra

MEMS

Top articles of David Bindel

Variational Gaussian Processes with Decoupled Conditionals

Advances in Neural Information Processing Systems

2024/2/13

Walking on Spheres and Talking to Neighbors: Variance Reduction for Laplace's Equation

arXiv preprint arXiv:2404.17692

2024/4/26

Benjamin Faber
Benjamin Faber

H-Index: 9

David Bindel
David Bindel

H-Index: 20

Finding Birkhoff Averages via Adaptive Filtering

arXiv preprint arXiv:2403.19003

2024/3/27

David Bindel
David Bindel

H-Index: 20

Level Set Learning for Poincaré Plots of Symplectic Maps

arXiv preprint arXiv:2312.00967

2023/12/1

David Bindel
David Bindel

H-Index: 20

Understanding trade-offs in stellarator design with multi-objective optimization

Journal of Plasma Physics

2023/10

David Bindel
David Bindel

H-Index: 20

Matt Landreman
Matt Landreman

H-Index: 22

LAProof: A library of formal proofs of accuracy and correctness for linear algebra programs

2023/9/4

Mohit Tekriwal
Mohit Tekriwal

H-Index: 1

David Bindel
David Bindel

H-Index: 20

Streaming local community detection through approximate conductance

IEEE Transactions on Big Data

2024/1/25

Verified correctness, accuracy, and convergence of a stationary iterative linear solver: Jacobi method

2023/8/28

Direct optimization of fast-ion confinement in stellarators

Plasma Physics and Controlled Fusion

2023/5/11

David Bindel
David Bindel

H-Index: 20

Matt Landreman
Matt Landreman

H-Index: 22

Surveillance Evasion Through Bayesian Reinforcement Learning

2023/4/11

Bayesian transformed gaussian processes

Transactions on Machine Learning Research

2023/1/26

Xinran Zhu
Xinran Zhu

H-Index: 2

David Bindel
David Bindel

H-Index: 20

GPU-accelerated grid-free Monte Carlo methods for evaluating heat transport in stellarators

APS Division of Plasma Physics Meeting Abstracts

2023

Benjamin Faber
Benjamin Faber

H-Index: 9

David Bindel
David Bindel

H-Index: 20

Finding Magnetic Surfaces via a Single Trajectory

APS Division of Plasma Physics Meeting Abstracts

2023

David Bindel
David Bindel

H-Index: 20

Direct Computation of Ballooning Stability in the Near-Axis Expansion

APS Division of Plasma Physics Meeting Abstracts

2023

David Bindel
David Bindel

H-Index: 20

Developing novel group theoretical algorithms for evaluating MHD stability in complex geometry

APS Division of Plasma Physics Meeting Abstracts

2023

David Bindel
David Bindel

H-Index: 20

Benjamin Faber
Benjamin Faber

H-Index: 9

Efficient variational Gaussian processes initialization via kernel-based least squares fitting

NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, Decision-making Systems

2022/12

Xinran Zhu
Xinran Zhu

H-Index: 2

David Bindel
David Bindel

H-Index: 20

Scalable Bayesian Transformed Gaussian Processes

arXiv preprint arXiv:2210.10973

2022/10/20

Xinran Zhu
Xinran Zhu

H-Index: 2

David Bindel
David Bindel

H-Index: 20

Verification Toolchain for Floating-Point Programs.

2022/7/1

David Bindel
David Bindel

H-Index: 20

Global stochastic optimization of stellarator coil configurations

Journal of Plasma Physics

2022/4

Silke Glas
Silke Glas

H-Index: 4

David Bindel
David Bindel

H-Index: 20

Progress on a fast and robust solver for ideal MHD stability in stellarator geometry

APS Division of Plasma Physics Meeting Abstracts

2022

Benjamin Faber
Benjamin Faber

H-Index: 9

David Bindel
David Bindel

H-Index: 20

See List of Professors in David Bindel University(Cornell University)

Co-Authors

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