Professor · computational chemist · scientific software

Anoop Ayyappan

Professor, Digital University Kerala
Principal Investigator, AnoopLab

I develop computational methods and scientific software for exploring chemical structure, reactivity, and molecular properties. My work brings together automated chemical-space exploration, global optimisation, and quantum chemistry, using machine learning where it improves scale or interpretation without replacing chemical validation.

Anoop Ayyappan, Professor at Digital University Kerala
Computational chemistry and molecular discovery

01 · Research leadership

Methods before applications

My research is organised around ways of searching, modelling, and interpreting chemical systems rather than around a single class of molecules or materials.

Across reactions, aggregates, nanoclusters, functional molecules, and materials-oriented problems, a recurring objective is to replace ad hoc computational exploration with systematic and reproducible workflows.

These workflows generate candidate structures, search chemical or reaction space, refine promising results with electronic-structure methods, and increasingly use machine-learned potentials or predictive models where their speed is useful. The final interpretation remains grounded in quantum chemistry and chemically meaningful validation.

View the AnoopLab research programme

02 · Selected contributions

Software, search, and molecular evidence

Four strands connect the methodological development and recent scientific applications.

  1. 01

    PyAR and automated chemical exploration

    Development of software and workflows for aggregation, reaction exploration, solvation, and atomic-cluster searches. PyAR remains the principal long-term software-development programme.

    PyAR repository
  2. 02

    Global optimisation of molecular aggregates and nanoclusters

    Search strategies that combine systematic structure generation, tabu-search ideas, and multilevel optimisation to identify low-energy structures and chemically relevant ensembles.

    A Global Optimizer for Nanoclusters
  3. 03

    Chemical-space datasets and HydroMol

    Generation and organisation of hydrocarbon chemical spaces as searchable research data, connecting molecular construction, quantum-chemical properties, and subsequent screening.

    Explore HydroMol
  4. 04

    Machine-learning-assisted molecular discovery

    Recent workflows use machine-learned potentials, quantum-chemical screening, and predictive models to explore TADF emitters and strained hydrocarbons while retaining explicit validation and chemical constraints.

03 · Academic trajectory

Experience and training

A career spanning electronic-structure theory, computational reaction chemistry, method development, and automated molecular discovery.

  1. Professor

    School of Digital Sciences, Digital University Kerala.

  2. Associate Professor

    Department of Chemistry, IIT Kharagpur.

  3. Assistant Professor

    Department of Chemistry, IIT Kharagpur.

  4. Visiting Professor

    University of Münster, Germany, through SFB 858.

  5. Postdoctoral Fellow

    University of Bonn with Prof. Frank Neese; local-correlation methods and computational studies of catalytic reactions.

  6. Postdoctoral Fellow

    Max-Planck-Institut für Kohlenforschung, Mülheim, with Prof. Walter Thiel; computational organometallic chemistry and asymmetric catalysis.

Education

PhD, 1999–2005
University of Hyderabad, with Prof. E. D. Jemmis.
MSc Chemistry, 1996–1998
School of Chemical Sciences, Mahatma Gandhi University.
BSc Chemistry, 1993–1996
Nirmala College, Muvattupuzha.

04 · Academic leadership and service

Current and former roles

Verified academic responsibilities are listed without dates pending a later documentary update.

Academic leadership

Chair, Board of Studies

School of Digital Sciences, Digital University Kerala.

Admissions

Chair, Admissions

Digital University Kerala.

Editorial service

Associate Editor

Journal of Molecular Graphics and Modelling.

Editorial service

Subject Editor

Indian Journal of Chemistry.

External academic service

Board of Studies member

Chemistry, Kannur University; and Chemistry, Nirmala College (Autonomous), Muvattupuzha.

Former institutional role

Controller of Examinations

Digital University Kerala.

Professional memberships

National Academy of Sciences, India (NASI); Chemical Research Society of India (CRSI); and World Association of Theoretical and Computational Chemists (WATOC).

Recognition

Linus Pauling Lecture Award (2021), School of Chemical Sciences, Mahatma Gandhi University, Kottayam.

05 · Academic engagement

Lectures, conferences, and workshops

Selected invited lectures, conference contributions, workshops, and related academic engagements are maintained in a separate archive.

View the engagements archive

06 · Contact

Anoop Ayyappan

School of Digital Sciences
Digital University Kerala
Technopark Phase IV, Pallipuram
Thiruvananthapuram, Kerala 695317