Vikas Tiwari

MD simulations · Enhanced sampling · Machine learning

I am pursuing a doctoral degree at IIT Delhi under Prof. Tarak Karmakar, focusing on nanocluster self-assembly, biomolecule interactions, and catalytic mechanisms. I employ MD and metadynamics/OPES to map free-energy landscapes, and use ML potentials (deepMD) for DFT-level accuracy at scale.

Vikas Tiwari

Research Highlights

GNN collective variables
MD simulation | Metadynamics | Self-assembly
Enhanced sampling
QM/MM | OPES | Catalysis
ML potentials
Machine learning | Nucleation | Collective variable

Selected Publications

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