Linda Petzold

Linda Petzold

University of California, Santa Barbara

H-index: 82

North America-United States

About Linda Petzold

Linda Petzold, With an exceptional h-index of 82 and a recent h-index of 39 (since 2020), a distinguished researcher at University of California, Santa Barbara, specializes in the field of Computational science and engineering, Quantitative biology.

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

Quokka: An Open-source Large Language Model ChatBot for Material Science

RT-Sort: an action potential propagation-based algorithm for real time spike detection and sorting with millisecond latencies

Package ‘tgcd’

Gpt-4v (ision) as a generalist evaluator for vision-language tasks

Home-Use and Portable Biofeedback Lowers Anxiety and Pain in Chronic Pain Subjects

Decision heuristics in contexts integrating action selection and execution

Bayesian polynomial neural networks and polynomial neural ordinary differential equations

A survey on detection of llms-generated content

Linda Petzold Information

University

Position

Professor

Citations(all)

35966

Citations(since 2020)

8119

Cited By

30856

hIndex(all)

82

hIndex(since 2020)

39

i10Index(all)

245

i10Index(since 2020)

154

Email

University Profile Page

University of California, Santa Barbara

Google Scholar

View Google Scholar Profile

Linda Petzold Skills & Research Interests

Computational science and engineering

Quantitative biology

Top articles of Linda Petzold

Title

Journal

Author(s)

Publication Date

Quokka: An Open-source Large Language Model ChatBot for Material Science

arXiv preprint arXiv:2401.01089

Xianjun Yang

Stephen D Wilson

Linda Petzold

2024/1/2

RT-Sort: an action potential propagation-based algorithm for real time spike detection and sorting with millisecond latencies

bioRxiv

Tjitse van der Molen

Max Lim

Julian Bartram

Zhuowei Cheng

Ash Robbins

...

2024

Package ‘tgcd’

Jun Peng

John Burkardt

Jorge More

Burton Garbow

Kenneth Hillstrom

...

2023/9/8

Gpt-4v (ision) as a generalist evaluator for vision-language tasks

arXiv preprint arXiv:2311.01361

Xinlu Zhang

Yujie Lu

Weizhi Wang

An Yan

Jun Yan

...

2023/11/2

Home-Use and Portable Biofeedback Lowers Anxiety and Pain in Chronic Pain Subjects

American Journal of Lifestyle Medicine

Franklin S Ly

Tyler Santander

Stephany Pavlov

Jiayang Zhao

Minghao Zhang

...

2023

Decision heuristics in contexts integrating action selection and execution

Scientific Reports

Neil M Dundon

Jaron T Colas

Neil Garrett

Viktoriya Babenko

Elizabeth Rizor

...

2023/4/20

Bayesian polynomial neural networks and polynomial neural ordinary differential equations

arXiv preprint arXiv:2308.10892

Colby Fronk

Jaewoong Yun

Prashant Singh

Linda Petzold

2023/8/17

A survey on detection of llms-generated content

arXiv preprint arXiv:2310.15654

Xianjun Yang

Liangming Pan

Xuandong Zhao

Haifeng Chen

Linda Petzold

...

2023/10/24

GillesPy2: A Biochemical Modeling Framework for Simulation Driven Biological Discovery

Letters in biomathematics

Sean Matthew

Fin Carter

Joshua Cooper

Matthew Dippel

Ethan Green

...

2023/1/1

Interpretable polynomial neural ordinary differential equations

Chaos: An Interdisciplinary Journal of Nonlinear Science

Colby Fronk

Linda Petzold

2023/4/1

Improving medical predictions by irregular multimodal electronic health records modeling

Xinlu Zhang

Shiyang Li

Zhiyu Chen

Xifeng Yan

Linda Ruth Petzold

2023/7/3

Alpacare: Instruction-tuned large language models for medical application

arXiv preprint arXiv:2310.14558

Xinlu Zhang

Chenxin Tian

Xianjun Yang

Lichang Chen

Zekun Li

...

2023/10/23

Dynamic Prompting: A Unified Framework for Prompt Tuning

arXiv preprint arXiv:2303.02909

Xianjun Yang

Wei Cheng

Xujiang Zhao

Wenchao Yu

Linda Petzold

...

2023/3/6

Dna-gpt: Divergent n-gram analysis for training-free detection of gpt-generated text

arXiv preprint arXiv:2305.17359

Xianjun Yang

Wei Cheng

Linda Petzold

William Yang Wang

Haifeng Chen

2023/5/27

Zero-shot detection of machine-generated codes

arXiv preprint arXiv:2310.05103

Xianjun Yang

Kexun Zhang

Haifeng Chen

Linda Petzold

William Yang Wang

...

2023/10/8

Protosequences in human cortical organoids model intrinsic states in the developing cortex

A Spaeth

M Chini

J Bartram

A Dendukuri

Z Zhang

...

2023/12/30

Matkb: Semantic search for polycrystalline materials synthesis procedures

arXiv preprint arXiv:2302.05597

Xianjun Yang

Stephen Wilson

Linda Petzold

2023/2/11

Enhancing small medical learners with privacy-preserving contextual prompting

Xinlu Zhang

Shiyang Li

Xianjun Yang

Chenxin Tian

Yao Qin

...

2024

Shadow alignment: The ease of subverting safely-aligned language models

arXiv preprint arXiv:2310.02949

Xianjun Yang

Xiao Wang

Qi Zhang

Linda Petzold

William Yang Wang

...

2023/10/4

Are large language models ready for healthcare? a comparative study on clinical language understanding

Yuqing Wang

Yun Zhao

Linda Petzold

2023/12/22

See List of Professors in Linda Petzold University(University of California, Santa Barbara)

Co-Authors

H-index: 120
Kenneth S. Kosik

Kenneth S. Kosik

University of California, Santa Barbara

H-index: 92
Francis Doyle

Francis Doyle

Harvard University

H-index: 82
Robert Kee

Robert Kee

Colorado School of Mines

H-index: 64
Igor Mezic

Igor Mezic

University of California, Santa Barbara

H-index: 56
Erik Herzog

Erik Herzog

Washington University in St. Louis

H-index: 30
Per Lötstedt

Per Lötstedt

Uppsala Universitet

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