Olivia J. Pinon Fischer, Ph.D.

Olivia J. Pinon Fischer, Ph.D.

Georgia Institute of Technology

H-index: 16

North America-United States

About Olivia J. Pinon Fischer, Ph.D.

Olivia J. Pinon Fischer, Ph.D., With an exceptional h-index of 16 and a recent h-index of 13 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Digital Engineering, Digital Twin/Thread, ML/AI in Engineering Design, Aerospace & Defense.

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

Towards a Framework for Modeling and Simulating Complex Enterprises: The Case of an Academic Research Laboratory

Fundamental Components and Principles of Supervised Machine Learning Workflows with Numerical and Categorical Data

Graph-Based Digital File Curation for Engineering Reuse: Methodology and Case Study

Contested Logistics Operating Under Digital Support

Knowledge Capture and Management within an Academic Research Laboratory: a Case Study

Integrating R&M Throughout UAF, Case Study: NASA Infrastructure

Knowledge Graphs as Models of Integrated Digital Environments

A Multidisciplinary Approach to the Evaluation and Selection of Infrastructure Electrification Solutions

Olivia J. Pinon Fischer, Ph.D. Information

University

Position

Aerospace Systems Design Laboratory

Citations(all)

827

Citations(since 2020)

657

Cited By

297

hIndex(all)

16

hIndex(since 2020)

13

i10Index(all)

25

i10Index(since 2020)

19

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Olivia J. Pinon Fischer, Ph.D. Skills & Research Interests

Digital Engineering

Digital Twin/Thread

ML/AI in Engineering Design

Aerospace & Defense

Top articles of Olivia J. Pinon Fischer, Ph.D.

Title

Journal

Author(s)

Publication Date

Towards a Framework for Modeling and Simulating Complex Enterprises: The Case of an Academic Research Laboratory

Noe Lepez Da Silva Duarte

Olivia J Pinon-Fischer

Dimitri N Mavris

2024

Fundamental Components and Principles of Supervised Machine Learning Workflows with Numerical and Categorical Data

Eng

Styliani I Kampezidou

Archana Tikayat Ray

Anirudh Prabhakara Bhat

Olivia J Pinon Fischer

Dimitri N Mavris

2024/2/29

Graph-Based Digital File Curation for Engineering Reuse: Methodology and Case Study

Jaya Kambhampaty

Grant S Schlichting

Christian Coletti

John Paul Evans

Ananth Reddy

...

2024

Contested Logistics Operating Under Digital Support

Grant S Schlichting

Ananth Reddy

Dennis Murphy

Juan Oroz

Olivia J Pinon Fischer

...

2024

Knowledge Capture and Management within an Academic Research Laboratory: a Case Study

John Paul Evans

William Boswell

Grant S Schlichting

Jaya Kambhampaty

Olivia J Pinon-Fischer

...

2024

Integrating R&M Throughout UAF, Case Study: NASA Infrastructure

R. Heidary

J.R. Williams

J. Prasad Rao

O.J. Pinon Fischer

S. Duncan

...

2024/3/18

Knowledge Graphs as Models of Integrated Digital Environments

Jaya Kambhampaty

Jorge L Ortiz Solano

Hunter Strauss

Arun Palaniappan

Steven Bisso

...

2024

A Multidisciplinary Approach to the Evaluation and Selection of Infrastructure Electrification Solutions

Angel M Zarate Villazon

Varick Peak

Scott Duncan

Olivia J Pinon-Fischer

Dimitri N Mavris

2024

Development of a Language Model for Named-Entity-Recognition in Aerospace Requirements

Journal of Aerospace Information Systems

Archana Tikayat Ray

Olivia J Pinon Fischer

Ryan T White

Bjorn F Cole

Dimitri N Mavris

2024/3

A reinforcement learning approach to airfoil shape optimization

Scientific Reports

Thomas P Dussauge

Woong Je Sung

Olivia J Pinon Fischer

Dimitri N Mavris

2023/6/16

Implementing the Digital Thread-A Proof-of-Concept

Juan Oroz

Zayn A Roohi

Sabastian Abelezele

Gabriel Fronk

Ruby Al Fawares

...

2023

Attrition Risk and Aircraft Suitability Prediction in U.S. Navy Pilot Training Using Machine Learning

Aerospace

Jubilee Prasad-Rao

Olivia J Pinon Fischer

Neil C Rowe

Jesse R Williams

Tejas G Puranik

...

2023/4/19

aeroBERT-NER: Named-entity recognition for aerospace requirements engineering using BERT

Archana Tikayat Ray

Olivia J Pinon-Fischer

Dimitri N Mavris

Ryan T White

Bjorn F Cole

2023

aeroBERT-Classifier: Classification of Aerospace Requirements using BERT

Aerospace

Archana Tikayat Ray

Bjorn F Cole

Olivia J Pinon Fischer

Ryan T White

Dimitri N Mavris

2023/3/11

Development of a Parametric Structural Analysis Environment to Support the Design, Manufacturing, and Production of a Composite UAV Wing

Marcos dos Santos

Adam Cox

Olivia J Pinon-Fischer

Dimitri N Mavris

2023

Smart Buildings in the IoT Era – Necessity, Challenges, and Opportunities

R. Heidary

J. Prasad Rao

O.J. Pinon Fischer

2023/10/12

Examining the potential of generative language models for aviation safety analysis: Case study and insights using the aviation safety reporting system (asrs)

Aerospace

Archana Tikayat Ray

Anirudh Prabhakara Bhat

Ryan T White

Van Minh Nguyen

Olivia J Pinon Fischer

...

2023/8/31

Assessing the Value of Digital Twins In a Multi-Agent Dynamic Decision-Making Context

Ian Marks

Olivia J Pinon-Fischer

Dimitri N Mavris

Noah Fehrenbacher

2023

Towards an Architecting Framework for the Design of Self-healing Resilient Systems, enabled by Reinforcement Learning-based Reconfiguration

Michael G Balchanos

Matthew R Rines

Olivia J Pinon-Fischer

Dimitri N Mavris

2023

Agile Methodology for the Standardization of Engineering Requirements Using Large Language Models

Systems

Archana Tikayat Ray

Bjorn F Cole

Olivia J Pinon Fischer

Anirudh Prabhakara Bhat

Ryan T White

...

2023/7

See List of Professors in Olivia J. Pinon Fischer, Ph.D. University(Georgia Institute of Technology)

Co-Authors

H-index: 49
Dimitri N. Mavris

Dimitri N. Mavris

Georgia Institute of Technology

H-index: 19
Tejas G. Puranik

Tejas G. Puranik

Georgia Institute of Technology

H-index: 16
Simon Briceno

Simon Briceno

Georgia Institute of Technology

H-index: 11
Alexia Payan

Alexia Payan

Georgia Institute of Technology

H-index: 11
Dushhyanth Rajaram

Dushhyanth Rajaram

Georgia Institute of Technology

H-index: 9
Michael Balchanos

Michael Balchanos

Georgia Institute of Technology

academic-engine