# Mona Singh

> Professor of Computer Science at Princeton University

**Wikidata**: [Q50407565](https://www.wikidata.org/wiki/Q50407565)  
**Wikipedia**: [English](https://en.wikipedia.org/wiki/Mona_Singh_(scientist))  
**Source**: https://4ort.xyz/entity/mona-singh-q50407565

## Summary
Mona Singh is a computer scientist, bioinformatician, and university teacher who serves as a Professor of Computer Science at Princeton University. She is recognized for her significant contributions to computational biology, particularly in developing algorithmic and machine learning approaches for characterizing proteins and their interactions.

## Biography
- Education: Doctor of Philosophy (1996) from Massachusetts Institute of Technology; Harvard University; Indian Springs School
- Known for: Contributions to computational biology, spearheading algorithmic and machine learning approaches for characterizing proteins and their interactions.
- Employer(s): Princeton University
- Field(s): computer science, computational biology, genomics, bioinformatics, machine learning, algorithmization

## Contributions
Mona Singh has made substantial contributions to the fields of computational biology, bioinformatics, and machine learning. Her work focuses on developing innovative algorithmic and machine learning approaches, specifically for the characterization of proteins and their interactions. This includes her research in genomics and algorithmization, which are critical for understanding biological data. Her academic career includes mentoring numerous doctoral students, such as Jessica Fong, Carl Kingsford, Elena Oranskaya Zaslavsky, Robert Osada, and Alejandro Ochoa, contributing to the next generation of researchers in her fields. Her impact is further recognized through prestigious awards like the Presidential Early Career Award for Scientists and Engineers in 2001, and her induction as an ISCB Fellow in 2018 and an ACM Fellow in 2019. The ACM Fellow distinction specifically cites her role in spearheading these computational methods, highlighting the concrete outcomes of her research in advancing the understanding of biological systems.

## FAQs
### Q: Who is Mona Singh?
A: Mona Singh is a Professor of Computer Science at Princeton University. She is a recognized computer scientist, bioinformatician, and university teacher known for her work in computational biology.

### Q: What are Mona Singh's primary fields of work?
A: Mona Singh's primary fields of work include computer science, computational biology, genomics, bioinformatics, machine learning, and algorithmization.

### Q: What notable awards has Mona Singh received?
A: Mona Singh has received several notable awards, including the Presidential Early Career Award for Scientists and Engineers in 2001, being named an ISCB Fellow in 2018, and becoming an ACM Fellow in 2019.

### Q: Where did Mona Singh receive her education?
A: Mona Singh earned her Doctor of Philosophy degree from the Massachusetts Institute of Technology in 1996. She also attended Harvard University and Indian Springs School.

### Q: What is Mona Singh known for in computational biology?
A: Mona Singh is known for her contributions to computational biology, specifically for spearheading algorithmic and machine learning approaches used to characterize proteins and their interactions.

## Why They Matter
Mona Singh's work is significant for its foundational impact on computational biology and bioinformatics. By developing and applying advanced algorithmic and machine learning techniques, she has provided crucial tools for understanding complex biological systems, particularly in the characterization of proteins and their interactions. This has advanced the fields of genomics and bioinformatics, enabling researchers to analyze and interpret vast amounts of biological data more effectively. Her role as a Professor at Princeton University and her mentorship of numerous doctoral students underscore her influence in shaping future generations of computer scientists and computational biologists. Her recognition as an ACM Fellow and ISCB Fellow highlights the lasting importance and high regard for her pioneering contributions to these interdisciplinary sciences.

## Notable For
*   Professor of Computer Science at Princeton University.
*   Recipient of the Presidential Early Career Award for Scientists and Engineers in 2001.
*   Named an ISCB Fellow in 2018.
*   Inducted as an ACM Fellow in 2019 for contributions to computational biology, specifically for algorithmic and machine learning approaches for characterizing proteins and their interactions.
*   Doctoral advisor to multiple students, including Jessica Fong, Carl Kingsford, and Alejandro Ochoa.

## Body
### Education
Mona Singh pursued her higher education at the Massachusetts Institute of Technology (MIT), where she earned her Doctor of Philosophy (PhD) degree in 1996. Her doctoral advisors at MIT were Bonnie Berger and Ron Rivest. She also attended Harvard University and the Indian Springs School.

### Career and Employment
Mona Singh is a Professor of Computer Science at Princeton University. Her occupations include bioinformatician, computer scientist, and university teacher.

### Research and Field of Work
Her primary fields of work encompass computer science, computational biology, genomics, bioinformatics, machine learning, and algorithmization. She is recognized for her contributions to computational biology, particularly for spearheading algorithmic and machine learning approaches designed for characterizing proteins and their interactions.

### Awards and Recognition
Mona Singh has received several prestigious awards:
*   **Presidential Early Career Award for Scientists and Engineers** in 2001.
*   **ISCB Fellow** in 2018.
*   **ACM Fellow** in 2019. This award specifically recognized her "contributions to computational biology, spearheading algorithmic and machine learning approaches for characterizing proteins and their interactions."

### Mentorship
Mona Singh has served as a doctoral advisor to several students, including:
*   Jessica Fong
*   Carl Kingsford
*   Elena Oranskaya Zaslavsky
*   Robert Osada
*   Alejandro Ochoa

Her own doctoral advisors were Bonnie Berger and Ron Rivest.

### Affiliations
Mona Singh is a member of the Association for Computing Machinery (ACM), having been recognized as an ACM Fellow since December 11, 2019.

### Online Presence and Identifiers
Mona Singh maintains an official website at https://www.cs.princeton.edu/~mona/. She is also associated with various identifiers:
*   ISNI: 0000000092203104
*   VIAF ID: 135138811
*   MR Author ID: 652038
*   NL CR Aut ID: ntk20241224851
*   DBLP Author ID: 73/6093-1
*   ACM Digital Library Author ID: 81408595672
*   Library of Congress Authority ID: nb2010026856
*   Mathematics Genealogy Project ID: 95627
*   Wikipedia Title: Mona Singh (scientist)
*   Google Knowledge Graph ID: /g/11ggngvjm_

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## References

1. Czech National Authority Database
2. [Source](https://www.cs.princeton.edu/people/profile/mona)
3. [Source](https://www.hpcwire.com/off-the-wire/acm-fellows-recognized-for-far-reaching-accomplishments-that-define-the-digital-age/)
4. [Source](https://www.acm.org/media-center/2019/december/fellows-2019)
5. [Source](https://www.nsf.gov/awards/PECASE/recip_details.jsp;jsessionid=1EAF7ABD43852FA6274CB0FFEFEDBAD9?pecase_id=117)
6. Mathematics Genealogy Project