S Krishnan Hariharan

Title: S Krishnan Hariharan: Innovator in Molecular Design

Introduction

S Krishnan Hariharan is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of molecular design through his innovative use of machine learning algorithms. His work is particularly relevant in the context of advancing technologies in chemistry and materials science.

Latest Patents

Hariharan holds a patent for a method and system for performing molecular design using machine learning algorithms. The patent describes a comprehensive approach that includes representing molecular structures using a Simplified Molecular Input Line Entry System (SMILES). The process involves converting SMILES representations into binary formats, pre-training a stack of Restricted Boltzmann Machines (RBMs), and constructing a Deep Boltzmann Machine (DBM). This innovative method allows for the generation of molecules with target properties through a Bayesian inference framework. He has 1 patent to his name.

Career Highlights

Currently, S Krishnan Hariharan is employed at Samsung Electronics Co., Ltd. His role involves leveraging advanced computational techniques to enhance molecular design processes. His expertise in machine learning and molecular chemistry positions him as a key player in the development of new materials and compounds.

Collaborations

Hariharan has collaborated with notable colleagues such as Parampalli Shashishekara Adiga and Shanthi Pandian. These collaborations have further enriched his research and development efforts in the field of molecular design.

Conclusion

S Krishnan Hariharan's contributions to molecular design through machine learning exemplify the intersection of technology and chemistry. His innovative approaches are paving the way for future advancements in the field.