class heyitsdipu: def __init__(self): self.pronoun = "He/Him" self.interests = ['Phyiscs', 'Material Science', 'ML', 'DL', 'Polymer', 'GNN', 'MLIP', 'Next-gen materials'] self.quotes = "Play fearlessly! Play bold!" self.description = ''' I like to write code that hopefully works π '''
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π Iβm currently working on machine-learning interatomic potentials (MLIPs) for polymer and soft-matter systems
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π± Iβm currently deepening my understanding of graph neural networks, equivariant models, and generative models for materials
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π― Iβm looking to collaborate on MLIP development, atomistic ML, and data-driven materials modeling
A typical scheme for generating machine learning interatomic potential.
The figure is created with Affinity Designer 2.
Icons were obtained from the open-source Freepik website.
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π¨βπ» All of my research code and projects are available at GitHub
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π I write about my research, projects, and background at Website
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π¬ Ask me about atomistic simulations, LAMMPS, force-field development, ML for materials, and computational chemistry
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π« How to reach me: Email
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π Know about my academic and research experience: Curriculum Vitae
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I like doing karate, playing badminton, and hiking. I like to read or listen different philosophical concepts. I am a deeply spiritual person. Spirituality means to know the relationship between "I" and the "Universe". Yes, that's it. Don't spread stupidity in the name of spirituality. I follow a philosophy called "Advait" (or Non-duality). If you are interested to know further, please read or listen some of the works of Acharya Prashant.