Atanas Pavlov

A base numerical model class I developed, which was used for creating numerical models. These models were Python classes, which fully define a single-page web application, performing user input, computation, and result output.

SmoWeb provides an infrastructure for the quick and easy development of one-page scientific web applications. The developer has to create a single Python class (a numerical model), define the input and output fields, and develop computational logic.

Based on this information, the platform automatically creates a web page allowing the user to input data, run computations, and inspect results. On our website, we have posted several applications from the fields of thermodynamics, heat, and mass transfer, and bio-reactor modeling, which we actively use in our work.

SmoSTEM is a web application that allows users to create and share computational models. Boards with input and result fields are created (using drag-n-drop actions), and a subset of the Python language can be used for implementing mathematical operations (conditionals, loops, work with tables, and arrays).

Atanas had a leading role in architecting and developing a cloud framework for visualizing and exploring data from genomics, immunomics, and other biomedical studies. The platform presents raw data and results from various analytical pipelines in the forms of highly interactive tables and plots and allows the user to generate reports. Additionally, it provides an interface to some analytical and post-processing tools.

The platform was developed using Clojure, Scala, and R services on the back end and Reagent, React, and the ClojureScript framework on the front end.