Search Results for author: Srikanth Sastry

Found 3 papers, 1 papers with code

StriderNET: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes

no code implementations29 Jan 2023 Vaibhav Bihani, Sahil Manchanda, Srikanth Sastry, Sayan Ranu, N. M. Anoop Krishnan

Optimization of atomic structures presents a challenging problem, due to their highly rough and non-convex energy landscape, with wide applications in the fields of drug design, materials discovery, and mechanics.

Topology of the energy landscape of sheared amorphous solids and the irreversibility transition

no code implementations4 Jan 2021 Ido Regev, Ido Attia, Karin Dahmen, Srikanth Sastry, Muhittin Mungan

These clusters are the strongly connected components of the graph and their sizes turn out to be power-law distributed.

Soft Condensed Matter Disordered Systems and Neural Networks Materials Science

Growing length and time scales in glass forming liquids

1 code implementation20 May 2008 Smarajit Karmakar, Chandan Dasgupta, Srikanth Sastry

However, relaxation times which also grow with decreasing temperature, do not show the same kind of scaling behavior with system size as the dynamical heterogeneity, indicating that relaxation times are not solely determined by the length scale of dynamical heterogeneity.

Statistical Mechanics Disordered Systems and Neural Networks

Cannot find the paper you are looking for? You can Submit a new open access paper.