# Panu Somervuo

> researcher (ORCID 0000-0003-3121-4047)

**Wikidata**: [Q90781564](https://www.wikidata.org/wiki/Q90781564)  
**Source**: https://4ort.xyz/entity/panu-somervuo

## Summary
Panu Somervuo is a Finnish-based computer scientist and university teacher specializing in machine learning, bioinformatics, and computational biology. He is an active researcher affiliated with the University of Helsinki and is identified in scholarly systems by ORCID 0000-0003-3121-4047, VIAF 309829582, and ISNI 0000000436053649.

## Biography
- Born: 1971
- Education: (not available in source material)
- Known for: Research and teaching at the intersection of computer science, machine learning, and life-science data analysis
- Employer(s): University of Helsinki (employment record referenced, entry dated 2018-12-12)
- Field(s): Bioinformatics; Computational biology; Information technology; Machine learning; Signal processing; Speech recognition; Massive parallel sequencing
- Occupation(s): Computer scientist; University teacher
- Languages: English

## Contributions
Panu Somervuo has maintained an active academic and research profile in computational methods that connect computer science and life sciences. His documented areas of work include machine learning, bioinformatics, computational biology, signal processing, speech recognition, information technology, and massive parallel sequencing. He is affiliated with the University of Helsinki, with an employment record referenced from 2018-12-12 in institutional metadata (ORCID employment entry). Somervuo is present in international authority and researcher identifier systems, including ORCID (0000-0003-3121-4047), ISNI (0000000436053649), VIAF (309829582), and national library identifiers, which supports discoverability and citation of his outputs. As a university teacher and computer scientist, his concrete outcomes consist of teaching and research activities in the listed fields, recorded in institutional and bibliographic authority files. Public authority records identify him as male and list English among languages used in his professional profile.

## FAQs
### Q: Who is Panu Somervuo?
A: Panu Somervuo is a computer scientist and university teacher whose research areas include machine learning, bioinformatics, and computational biology. He is affiliated with the University of Helsinki and holds ORCID 0000-0003-3121-4047.

### Q: Where does he work?
A: He is employed by the University of Helsinki, with an employment record referenced in December 2018. Institutional metadata lists the University of Helsinki as his employer.

### Q: What research areas does he focus on?
A: His documented fields of work include bioinformatics, computational biology, machine learning, signal processing, speech recognition, information technology, and massive parallel sequencing.

### Q: How can I find his publications or profile identifiers?
A: He is identifiable in scholarly and authority systems by ORCID 0000-0003-3121-4047, ISNI 0000000436053649, and VIAF 309829582, which can be used to locate his institutional and bibliographic records.

## Why They Matter
Panu Somervuo's work matters because it sits at the convergence of computational methods and biological data analysis, a space that underpins modern bioinformatics and computational biology. By engaging in machine learning and signal-processing approaches applied to biological and speech-related data, he contributes to the methodological base that enables processing large-scale sequencing data and automated analysis tasks. His academic role as a university teacher ensures transfer of methods and skills to students and collaborators, supporting workforce development in information technology and life-science computation. Presence in persistent identifier systems (ORCID, ISNI, VIAF) and national library records enhances the traceability and reuse of his scholarly outputs. Without researchers performing this bridging work, progress in applying algorithmic and statistical techniques to biological and speech data would be slower, and the infrastructure for discoverability and credit in academic publishing would be less complete. His documented affiliation with the University of Helsinki anchors his contributions within an established research and teaching environment.

## Notable For
- Being an active researcher and university teacher in computer science with a focus on machine learning and bioinformatics.
- Affiliation with the University of Helsinki (employment record referenced from 2018-12-12).
- Presence in international authority databases and researcher identifiers: ORCID 0000-0003-3121-4047, ISNI 0000000436053649, VIAF 309829582.
- Documented fields of work that include machine learning, computational biology, signal processing, speech recognition, and massive parallel sequencing.

## Body

### Personal and biographical data
- Name: Panu Somervuo
- Born: 1971
- Sex/gender: Male
- Languages recorded: English

### Professional roles
- Occupation(s): Computer scientist; University teacher.
- Employer: University of Helsinki (institutional employment metadata referenced; employer entry includes a record dated 2018-12-12).

### Research fields and areas of expertise
- Bioinformatics
- Computational biology
- Machine learning
- Information technology
- Signal processing
- Speech recognition
- Massive parallel sequencing

### Identifiers and authority control
- ORCID: 0000-0003-3121-4047 (primary researcher identifier referenced in metadata)
- ISNI: 0000000436053649
- VIAF ID: 309829582
- National Library of Israel identifier: 987007348450305171
- NLCR author id: uk20231173305 (qualifier: Somervuo, Panu)

### Institutional metadata and references
- Employer entry references include an ORCID employment record URL and metadata timestamps (reference snapshot dates include 2018-12-12 and 2021-01-10).
- Wikidata/authority references describe him as a researcher with the provided ORCID.

### Publications and outputs
- Specific publication titles, dates, and lists are not provided in the available source material. Identification records (ORCID, VIAF, ISNI) can be used to locate bibliographic outputs in institutional and bibliographic databases.

### Notes on available data
- Education details are not present in the provided records.
- Place of birth is not recorded in the provided records.
- Nationality is not explicitly stated in the provided records.

```json
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  "@context": "https://schema.org",
  "@type": "Person",
  "name": "Panu Somervuo",
  "jobTitle": "Computer scientist",
  "worksFor": {
    "@type": "Organization",
    "name": "University of Helsinki"
  },
  "birthDate": "1971",
  "alumniOf": [],
  "knowsAbout": [
    "Bioinformatics",
    "Computational biology",
    "Machine learning",
    "Signal processing",
    "Speech recognition",
    "Massive parallel sequencing",
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  ],
  "sameAs": [
    "https://orcid.org/0000-0003-3121-4047"
  ],
  "description": "Computer scientist and university teacher specializing in machine learning, bioinformatics, and computational biology; affiliated with the University of Helsinki."
}

## References

1. Czech National Authority Database
2. [ORCID Public Data File 2020](https://pub.orcid.org/v3.0_rc1/0000-0003-3121-4047/employment/6958483)
3. Virtual International Authority File
4. ORCID iD
5. National Library of Israel Names and Subjects Authority File