PeopleofSuperintelligence

Researcher

Roman V Belavkin

Also known as Solar X

Roman V Belavkin is an Associate Professor in Informatics at Middlesex University whose research links evolutionary systems, learning and value-of-information theory. He studied physics at Moscow State University and computer science at Nottingham, then joined Middlesex in 2002. His work covers mutation-rate control, symbolic regression for financial models, evolutionary data augmentation for image classification and Bayesian value of information. As Solar X, he released his debut album Outre X Mer in 2024; all tracks came from original DAT tapes and were remastered for the release.

Born
1971
Works
107
Citations
580
h-index
12
Badges

Years link to their sources. Publication numbers from OpenAlex, as of 22 October 2026.

Timeline

  1. 1988–2002

    Physics and a computer science PhD

    From 1988 to 1994, he studies for an MSc in Physics at Moscow State University. From 1998 to 2002, he pursues a PhD in Computer Science at the University of Nottingham.

  2. 2002

    Joining Middlesex University

    He joins Middlesex University in 2002, where he organizes research seminars for its Artificial Intelligence group.

  3. Since 2009

    SANDPIT and mutation-rate control

    From 2009, he serves as principal investigator of the EPSRC SANDPIT project, “Evolution as an Information Dynamic System,” led by Middlesex University with Manchester, Keele and Warwick. In 2012, his paper tests approximately optimal mutation-rate control functions across 115 complete landscapes of binding scores between DNA sequences and transcription factors.

  4. 2021

    Financial models by symbolic regression

    In 2021, he coauthors “Distilling Financial Models by Symbolic Regression” with Gabriele La Malfa, Emanuele La Malfa, Panos M. Pardalos and Giuseppe Nicosia for the Machine Learning, Optimization, and Data Science proceedings.

  5. 2023

    Evolutionary image augmentation

    In 2023, he coauthors an evolutionary approach to automated class-specific data augmentation for image classification.

  6. 2024

    Releasing Outre X Mer

    His Solar X albums from the 1990s reflect an era of bulletin boards, FTP sites and mailing lists. In 2024, he releases his debut album Outre X Mer. All tracks come from original DAT tapes and are remastered for the release.

  7. 2025

    Bayesian value and Hamming search

    In 2025, he coauthors “Value of Information in Bayesian Environments” with Stefan Behringer for the Dynamics of Information Systems conference. His paper “Analysis and Optimization of Probabilities of Beneficial Mutation and Crossover Recombination in a Hamming Space” derives conditions for mutation and recombination radii that maximize the probabilities of mutation and crossover into the optimum.

  8. As of October 2026

    Associate Professor at Middlesex

    As of October 2026, he is an Associate Professor in Informatics at Middlesex University. His current work studies geometric and dynamic value-of-information theory, with applications in parameter control and optimization of learning, adaptive and evolving systems.

Career

  1. Since 2002Middlesex University LondonAssociate Professor in Informatics

Education

  1. 2002University of NottinghamPhD in Computer Science
  2. 1994Lomonosov Moscow State UniversityMSc in Physics

From the biography and OpenAlex affiliations (the years of papers that list the organization), so some years are approximate.

Most-cited works

  1. Spontaneous mutation rate is a plastic trait associated with population density across domains of life2017 · PLoS Biology · 102 citations
  2. Mutation rate plasticity in rifampicin resistance depends on Escherichia coli cell–cell interactions2014 · Nature Communications · 85 citations
  3. THE ROLE OF EMOTION IN PROBLEM SOLVING2001 · 36 citations
  4. Acting Irrationally to Improve Performance in Stochastic Worlds2006 · Springer eBooks · 35 citations
  5. The Use of Entropy for Analysis and Control of Cognitive Models2003 · 29 citations

From OpenAlex, as of 21 October 2026.

  1. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes Middlesex University London. We estimate where the people shaping AI worked when their most-cited papers appeared: the company share was 31% in 2020–2024 and 8% in 1970–1974, and Google led all organizations in 2020–2024.
  2. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes University of Nottingham. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.
  3. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other universityIncludes Lomonosov Moscow State University. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other university. We compare doctorate and 5+ year employment links, career timing and current workplaces for 187 major-prize and 1,111 best-paper winners.
  4. Google had the most people shaping AI every year from 2014 to 2025Our estimates of which organizations employed the most people shaping AI each year from 1955 to 2025, tracing the shift from university labs to companies.

Colleagues

People with dated positions at the same organization in the same years.

Sources and credits

Photo: We have no published photo of Roman V Belavkin yet. Send us a free-licensed photo.

  1. Roman Belavkin eis.mdx.ac.uk. Checked 21 October 2026.
  2. Dr Roman Belavkin | Middlesex University mdx.ac.uk. Checked 21 October 2026.
  3. [1209.0514] Monotonicity of Fitness Landscapes and Mutation Rate Control arxiv.org. Checked 21 October 2026.
  4. Roman V. Belavkin csauthors.net. Checked 21 October 2026.
  5. outre x mer | Solar X thesolarx.bandcamp.com. Checked 21 October 2026.
  6. [2506.13809] Analysis and Optimization of Probabilities of Beneficial Mutation and Crossover Recombination in a Hamming Space arxiv.org. Checked 21 October 2026.