PINNs are designed to bridge the gap between data-driven machine learning and physics-based modelling. They do this by incorporating physics principles directly into the neural network architecture.

The modelling approach is based on an integrated framework that uses observations, climate projections, and state-of-the-art hydrological model(s) that represent human interventions.

In today's world of "big data", matrices are especially useful and relevant to the statistical analysis of data.

The proposed technology is not only effective in the new constructions but also has a great potential for the upgradation and retrofitting of seismically deficient Reinforced Concrete (RC) and steel framed structures.

The SSB Prize is awarded each year on the basis of conspicuously important and outstanding contributions to human knowledge and progress, made through work done primarily in India during the five years, preceding the year of the prize.

CSIR-NGRI , CSIR-IMMT, CSIR-NAL & CSIR-IGIB celebrated the CSIR’s nationwide campaign by organising various activities.
 

This is for the second consecutive year the Nobel Prize in Medicine has been conferred upon researchers addressing critical questions surrounding the novel coronavirus pandemic.

A major problem in the management of TB is its cumbersome and prolonged treatment. Unlike other bacterial infections, which could be treated by antibiotics within a week, TB treatment requires multiple antibiotics for at least six months.

In the lab researchers study how proteins talk to each other, how they transmit signals in cells, and their significance for the overall cellular health.

Congratulations to all Winners! Winning entries will be published In Science Reporter