Shraddha Surana
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View article: Deduplication of Identities Using Similarity Search in a Scalable Vector Database
Deduplication of Identities Using Similarity Search in a Scalable Vector Database Open
Identity systems increasingly use biometrics to register and uniquely identify individuals. Governments use them to identify and authenticate citizens for voter-enrollment, socialwelfare, border-control, KYC, and healthcare. It is therefor…
View article: Proteochemometric method for pIC50 prediction of Flaviviridae
Proteochemometric method for pIC50 prediction of Flaviviridae Open
Viruses remain an area of concern despite constant development of antiviral drugs and therapies. One of the contributors among others is the flaviviridae family of viruses. Like other spaces, antiviral peptides (AVP) are gaining importance…
View article: Proteochemometric Method for pIC50 Prediction of Flaviviridae
Proteochemometric Method for pIC50 Prediction of Flaviviridae Open
Viruses remain an area of concern despite constant development of antiviral drugs and therapies. One of the contributors is the Flaviviridae family of viruses causing diseases that need attention. Among other anitviral methods, antiviral p…
View article: Predicting the Toxicity of Chemicals and Drugs using Machine Learning Models
Predicting the Toxicity of Chemicals and Drugs using Machine Learning Models Open
View article: Machine Learning for Scientific Discovery
Machine Learning for Scientific Discovery Open
Machine Learning algorithms are good tools for both classification and prediction purposes. These algorithms can further be used for scientific discoveries from the enormous data being collected in our era. We present ways of discovering a…
View article: PandoraGAN: Generating antiviral peptides using Generative Adversarial Network
PandoraGAN: Generating antiviral peptides using Generative Adversarial Network Open
The continuous increase in pathogenic viruses and the intensive laboratory research emphasizes the need for cost and time efficient drug development. This accelerates research for alternate drug candidates like antiviral peptides(AVP) that…
View article: Predicting star formation properties of galaxies using deep learning
Predicting star formation properties of galaxies using deep learning Open
Understanding the star formation properties of galaxies as a function of cosmic epoch is a critical exercise in studies of galaxy evolution. Traditionally, stellar population synthesis (SPS) models have been used to obtain best-fitting par…