Abdul Raafik Arattu Thodika

Raafik

Education

2026Ph. D. (Chemistry), University of Texas at Arlington, Texas, USA
2020BS-MS dual degree (Chemistry), Indian Institute of Science Education and Research – Pune, Maharashtra, India

Research Experience

2026-presentPostdoctoral Researcher, Quantum Mathematical Science Team, RIKEN iTHEMS, Wako, Japan
2026-presentPostdoctoral Researcher, Theoretical Molecular Science Laboratory, RIKEN PRI, Wako, Japan
2022-2026Research Assistant, Kwangho Nam Group, University of Texas at Arlington, Texas, USA
2021-2022Teaching Assistant, Dept. Of Chemistry and Biochemistry, University of Texas at Arlington, Texas, USA

Research Projects

  • Machine-Learning Potential Architectures for Free-Energy Simulations of Condensed-Phase Reactions
  • QM/MM Molecular Dynamics Studies of Enzyme-Catalyzed Phosphoryl-Transfer Reactions
  • QM/MM Ground-State Energy Calculations Using Quantum Computers

Relevant Publications

  1. Arattu Thodika, A. R.; Panda, S. K.; Pan, X.; Shao, Y.; Nam, K. Accurate and Time-Efficient Condensed-Phase Free Energy Simulations with Reaction Specific Δ-Machine Learning Potentials in CHARMM. J. Chem. Theory Comput.(2026).
    https://doi.org/10.1021/acs.jctc.6c00798
  2. Arattu Thodika, A. R.; Pan, X.; Shao, Y.; Nam, K. Machine Learning Quantum Mechanical/Molecular Mechanical Potentials: Evaluating Transferability in Dihydrofolate Reductase-Catalyzed Reactions. J. Chem. Theory Comput., 21, 817-832 (2025).
    https://doi.org/10.1021/acs.jctc.4c01487
  3. Nam, K.; Thodika, A. R. A.; Tischlik, S.; Phoeurk, C.; Nagy, T. M.; Schierholz, L.; Ådén, J.; Rogne, P.; Drescher, M.; Sauer-Eriksson, A. E.; Wolf-Watz, M. Magnesium Induced Structural Reorganization in the Active Site of Adenylate Kinase. Sci. Adv., 10, eado5504 (2024).
    https://doi.org/10.1126/sciadv.ado5504
  4. Suh, D.; Arattu Thodika, A. R.; Kim, S.; Nam, K.; Im, W. CHARMM-GUI QM/MM Interfacer for a Quantum Mechanical and Molecular Mechanical (QM/MM) Simulation Setup: 1. Semiempirical Methods. J. Chem. Theory Comput., 20, 5337–5351 (2024).
    https://doi.org/10.1021/acs.jctc.4c00439
  5. Nam, K.; Arattu Thodika, A. R.; Grundström, C.; Sauer, U. H.; Wolf-Watz, M. Elucidating Dynamics of Adenylate Kinase from Enzyme Opening to Ligand Release. J. Chem. Inf. Model., 64, 150–163 (2024).
    https://doi.org/10.1021/acs.jcim.3c01618
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