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Andrew William Engel
PhD student, Physics, Ohio State University, Columbus
Joined
May 2022
Names
Andrew William Engel
(Preferred)
,
Andrew W. Engel
,
Andrew Engel
,
Andrew W Engel
Emails
****@gmail.com
(Confirmed)
,
****@pnnl.gov
(Confirmed)
,
****@osu.edu
(Confirmed)
Personal Links
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Physics,
Ohio State University, Columbus
(osu.edu)
2024
–
Present
Researcher
National Security,
Pacific Northwest National Laboratory
(pnnl.gov)
2020
–
2024
Undergrad student
Physics,
University of Illinois at Urbana-Champaign
(illinois.edu)
2016
–
2020
Advisors, Relations & Conflicts
Coworker
Zhichao Wang
2021
–
Present
Coauthor
Tony Chiang
2021
–
Present
Coauthor
Iona Dumitriu
2021
–
Present
Coauthor
Anand Sarwate
2021
–
Present
Coauthor
Sutanay Choudhury
2021
–
Present
Coauthor
Natalie Frank
2021
–
Present
Coworker
Davis Brown
2020
–
Present
Social
Gautham Narayan
2018
–
Present
Expertise
scientific applications of machine learning
,
astronomy
,
computer vision
,
interpretability
2024
–
Present
deep learning
,
computer vision
,
interpretability
2020
–
2024
Publications
The conjugate kernel for efficient training of physics-informed deep operator networks
Amanda A Howard
,
Saad Qadeer
,
Andrew William Engel
,
Adam Tsou
,
Max Vargas
,
Tony Chiang
,
Panos Stinis
AI4DiffEqtnsInSci @ ICLR 2024 Poster
Readers:
Everyone
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models
Andrew William Engel
,
Zhichao Wang
,
Natalie Frank
,
Ioana Dumitriu
,
Sutanay Choudhury
,
Anand Sarwate
,
Tony Chiang
ICLR 2024 spotlight
Readers:
Everyone
Spectral Evolution and Invariance in Linear-width Neural Networks
Zhichao Wang
,
Andrew William Engel
,
Anand Sarwate
,
Ioana Dumitriu
,
Tony Chiang
NeurIPS 2023 poster
Readers:
Everyone
Indoor Wireless Localization of Uncooperative Sources Using a Ray Tracing Model
R. Trevor Clark
,
Andrew W. Engel
,
Trey E. Shenk
,
David M. Sheen
Published: 01 Jan 2023, Last Modified: 12 May 2023
WiSNeT 2023
Readers:
Everyone
Spectral evolution and invariance in linear-width neural networks
Zhichao Wang
,
Andrew Engel
,
Anand D. Sarwate
,
Ioana Dumitriu
,
Tony Chiang
2022 (modified: 17 Apr 2023)
CoRR 2022
Readers:
Everyone
TorchNTK: A Library for Calculation of Neural Tangent Kernels of PyTorch Models
Andrew Engel
,
Zhichao Wang
,
Anand D. Sarwate
,
Sutanay Choudhury
,
Tony Chiang
2022 (modified: 17 Apr 2023)
CoRR 2022
Readers:
Everyone
Co-Authors
Adam Tsou
Amanda A Howard
Anand D. Sarwate
Anand Sarwate
David M. Sheen
Ioana Dumitriu
Max Vargas
Natalie Frank
Panos Stinis
R. Trevor Clark
Saad Qadeer
Sutanay Choudhury
Tony Chiang
Trey E. Shenk
Zhichao Wang