3 papers
cs.CE2025
A User-Tunable Machine Learning Framework for Step-Wise Synthesis Planning
Shivesh Prakash, Nandan Patel, Hans-Arno Jacobsen +1
We introduce MHNpath, a machine learning-driven retrosynthetic tool designed for computer-aided synthesis planning. Leveraging modern Hopfield networks and novel comparative metric…
q-bio.QM2024
Efficient Training of Transformers for Molecule Property Prediction on Small-scale Datasets
Shivesh Prakash
The blood-brain barrier (BBB) serves as a protective barrier that separates the brain from the circulatory system, regulating the passage of substances into the central nervous sys…
cs.CR2024
Selective Encryption using Segmentation Mask with Chaotic Henon Map for Multidimensional Medical Images
S Arut Prakash, Aditya Ganesh Kumar, Prabhu Shankar K. C. +2
A user-centric design and resource optimization should be at the center of any technology or innovation. The user-centric perspective gives the developer the opportunity to develop…