Douglas Schmidt

Douglas Schmidt

Vanderbilt University

H-index: 93

North America-United States

About Douglas Schmidt

Douglas Schmidt, With an exceptional h-index of 93 and a recent h-index of 28 (since 2020), a distinguished researcher at Vanderbilt University, specializes in the field of Pattern-oriented middleware, Java concurrency & parallelism, generative AI, prompt engineering.

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

Applying Large Language Models to Enhance the Assessment of Parallel Functional Programming Assignments

Evaluation of Generic Deep Learning Building Blocks for Segmentation of Nineteenth Century Documents

Design pattern recommendations for building decentralized healthcare applications

Chatgpt prompt patterns for improving code quality, refactoring, requirements elicitation, and software design

A prompt pattern catalog to enhance prompt engineering with chatgpt

Semantic compression with large language models

A multi-stage transfer learning strategy for diagnosing a class of rare laryngeal movement disorders

NL2CMD: An Updated Workflow for Natural Language to Bash Commands Translation

Douglas Schmidt Information

University

Position

Cornelius Vanderbilt Professor at

Citations(all)

47522

Citations(since 2020)

6611

Cited By

36788

hIndex(all)

93

hIndex(since 2020)

28

i10Index(all)

395

i10Index(since 2020)

75

Email

University Profile Page

Vanderbilt University

Google Scholar

View Google Scholar Profile

Douglas Schmidt Skills & Research Interests

Pattern-oriented middleware

Java concurrency & parallelism

generative AI

prompt engineering

Top articles of Douglas Schmidt

Title

Journal

Author(s)

Publication Date

Applying Large Language Models to Enhance the Assessment of Parallel Functional Programming Assignments

Proceedings of the 2024 International Workshop on Large Language Models for Code

Sklyer Grandel

Douglas C Schmidt

Kevin Leach

2024

Evaluation of Generic Deep Learning Building Blocks for Segmentation of Nineteenth Century Documents

Evan Segal

Jesse Spencer-Smith

Douglas C Schmidt

2023/10/19

Design pattern recommendations for building decentralized healthcare applications

Frontiers in Blockchain

Peng Zhang

Adair Kelley

Douglas C Schmidt

Jules White

2023/7

Chatgpt prompt patterns for improving code quality, refactoring, requirements elicitation, and software design

arXiv preprint arXiv:2303.07839

Jules White

Sam Hays

Quchen Fu

Jesse Spencer-Smith

Douglas C Schmidt

2023/3/11

A prompt pattern catalog to enhance prompt engineering with chatgpt

arXiv preprint arXiv:2302.11382

Jules White

Quchen Fu

Sam Hays

Michael Sandborn

Carlos Olea

...

2023/2/21

Semantic compression with large language models

Henry Gilbert

Michael Sandborn

Douglas C Schmidt

Jesse Spencer-Smith

Jules White

2023/11/21

A multi-stage transfer learning strategy for diagnosing a class of rare laryngeal movement disorders

Computers in Biology and Medicine

Yu Yao

Maria Powell

Jules White

Jian Feng

Quchen Fu

...

2023/11/1

NL2CMD: An Updated Workflow for Natural Language to Bash Commands Translation

arXiv preprint arXiv:2302.07845

Quchen Fu

Zhongwei Teng

Marco Georgaklis

Jules White

Douglas C Schmidt

2023/2/15

Question Formulation and Transformer Model Resilience: Effects of Question-Wording Variants on the Robustness of Transformer-Based Question-Answer Models

Ashraf Elnashar

William Schreiber

Jules White

Douglas C Schmidt

2022/12/14

Using LSTM Networks and Future Gradient Values to Forecast Heart Rate in Biking.

Henry Gilbert

Jules White

Quchen Fu

Douglas C Schmidt

2022

ARawNet: A lightweight solution for leveraging raw waveforms in spoof speech detection

Zhongwei Teng

Quchen Fu

Jules White

Maria E Powell

Douglas C Schmidt

2022/8/21

Deep Learning Models on CPUs: A Methodology for Efficient Training

arXiv preprint arXiv:2206.10034

Quchen Fu

Ramesh Chukka

Keith Achorn

Thomas Atta-fosu

Deepak R Canchi

...

2022/6/20

Fastaudio: A learnable audio front-end for spoof speech detection

Quchen Fu

Zhongwei Teng

Jules White

Maria E Powell

Douglas C Schmidt

2022/5/23

SA-SASV: An end-to-end spoof-aggregated spoofing-aware speaker verification system

arXiv preprint arXiv:2203.06517

Zhongwei Teng

Quchen Fu

Jules White

Maria E Powell

Douglas C Schmidt

2022/3/12

Using momentary assessment and machine learning to identify barriers to self-management in type 1 diabetes: observational study

JMIR mHealth and uHealth

Peng Zhang

Christopher Fonnesbeck

Douglas C Schmidt

Jules White

Samantha Kleinberg

...

2022/3/3

An off-road terrain dataset including images labeled with measures of terrain roughness

Gabriela Gresenz

Jules White

Douglas C Schmidt

2021/8/11

A transformer-based approach for translating natural language to bash commands

Quchen Fu

Zhongwei Teng

Jules White

Douglas C Schmidt

2021/12/13

Prioritization of features for mobile apps for families in a federal nutrition program for low-income women, infants, and children: user-centered design approach

JMIR Formative Research

Summer J Weber

Elyse Shearer

Shelagh A Mulvaney

Douglas Schmidt

Chris Thompson

...

2021/7/30

Sketch2Vis: Generating data visualizations from hand-drawn sketches with deep learning

Zhongwei Teng

Quchen Fu

Jules White

Douglas C Schmidt

2021/12/13

Integrating multiple blockchains to support distributed personal health records

Health Informatics Journal

Alex Roehrs

Cristiano A da Costa

Rodrigo R Righi

André H Mayer

Valter F da Silva

...

2021/4

See List of Professors in Douglas Schmidt University(Vanderbilt University)

Co-Authors

H-index: 65
Atif Memon

Atif Memon

University of Maryland

H-index: 63
Gautam Biswas

Gautam Biswas

Vanderbilt University

H-index: 51
Aniruddha Gokhale

Aniruddha Gokhale

Vanderbilt University

H-index: 44
Adam A. Porter

Adam A. Porter

University of Maryland, Baltimore

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