Skip to content

Commit

Permalink
update research page
Browse files Browse the repository at this point in the history
  • Loading branch information
soumyadutta-cse committed Nov 21, 2024
1 parent 911294e commit 62f05c5
Showing 1 changed file with 30 additions and 22 deletions.
52 changes: 30 additions & 22 deletions _pages/research.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@ title: ""
---


<h1 style="text-align:center"> Intelligent Visual Computing and Big Data Science Research Group </h1>
<h1 style="text-align:center"> Intelligent Scientific and Visual Computing of Big Data </h1>

<div class="box"><p>
<img class="map" src="/images/collage.png" width="100%;" align="left" style="margin: 0px 0px 0px 0px;"/>
Expand All @@ -27,28 +27,47 @@ title: ""
</p>



<p>
Welcome to the Intelligent Visual Computing and Big Data Science Research Group at the <a href="https://www.iitk.ac.in">Indian Institute of Technology, Kanpur (IITK)</a>. We are part of the <a href="https://www.cse.iitk.ac.in/">Department of Computer Science and Engineering</a>. Our research lies at the unique intersection of <b>machine/deep learning, visual computing, visualization, big data, and high-performance computing</b>. We develop state-of-the-art data analytics, machine learning, and visualization and computer vision techniques to accelerate data-driven discoveries in diverse application domains. Summarizing, extracting, and comprehending the crux from the vast seas of data and representing them visually and interactively in an interpretable and scalable manner is the broad-scale focus of our research.</p>
Welcome to the Intelligent Scientific and Visual Computing of Big Data Research Group at the <a href="https://www.iitk.ac.in">Indian Institute of Technology, Kanpur (IITK)</a>. We are part of the <a href="https://www.cse.iitk.ac.in/">Department of Computer Science and Engineering</a>. Our research lies at the unique intersection of <b>AI and machine learning, visual computing, visualization, big data, and high-performance computing</b>. We develop state-of-the-art data analytics, machine learning, and visualization and computer vision techniques to accelerate data-driven discoveries in diverse application domains. Summarizing, extracting, and comprehending the crux from the vast seas of data and representing them visually and interactively in an interpretable and scalable manner is the broad-scale focus of our research.</p>

<p>To achieve our goal, we build machine (deep) learning and data science-based solutions to analyze large-scale multifaceted data in a scalable way, enabling interactive and interpretable analytics of complex data. We are also focused on developing techniques that make complex machine learning models more interpretable and explainable so that they can be trusted and effectively adopted in real-life applications. Our research addresses various big data characteristics, including its fundamental 5 Vs: <b>Volume, Velocity, Variety, Veracity, and Value</b>. We study extreme-scale data from scientific domains using machine learning and modern high-performance computing capabilities to advance research in various domains. We are also actively focused on building scalable and novel interactive visual analytics systems to analyze diverse data generated via social media, IoT, various sensors, engineering design, healthcare, and many other industry applications.</p></div>

<h3 style="color:Chocolate"> Current International Research Collaborators: </h3>
<h2 style="color:Chocolate"> Current International Research Collaborators: </h2>
1. [Dr. Ayan Acharya](https://aacharya-cs.github.io/) (Meta, USA)<br>
2. [Dr. Tushar Athawale](https://tusharathawale.info/) (Oak Ridge National Laboratory, USA)<br>
3. [Prof. Ko-Chih Wang](https://sites.google.com/view/kochihwang) (National Taiwan Normal University, Taiwan)<br>


<h3 style="color:Chocolate"> Research Grants: </h3>
<h2 style="color:Chocolate"> Funded Research Projects: </h2>

<h3 style="color:Chocolate"> AI for Science: </h3>

<b>5. Project Title: Intelligent Visual Computing of Extreme-scale Data for Accelerating Scientific Discovery </b><br>
<b>1. Project Title: DAVi: An Intelligent Data Analytics and Visualization Framework </b><br>
PI: Soumya Dutta (IIT Kanpur)<br>
Co-PI: Purushottam Kar (IIT Kanpur)<br>
Duration: 2 years (Feb 2024-Feb 2026)<br>
Funding Amount: ~ INR 30.00 Lakh<br>
Funding Agency: Indian Space Research Organisation (ISRO)<br>
Status: Ongoing <br>


<b>2. Project Title: Intelligent Visual Computing of Extreme-scale Data for Accelerating Scientific Discovery </b><br>
PI: Soumya Dutta (IIT Kanpur)<br>
Duration: 2 years <br>
Funding Amount: ~ INR 25.00 Lakh <br>
Funding Agency: IIT Kanpur, Initiation Grant<br>
Status: Prposal Accecpetd <br>
Status: Ongoing <br>

<b>4. Project Title: Development of AI-Enabled National Portal for Efficient
<b>3. Project Title: Enabling Interactive Big Data Analytics and Visualization at Exascale via In Situ Efficient Statistical Data Modeling </b><br>
PI: Soumya Dutta (IIT Kanpur)<br>
Duration: 2 years (Dec 2023-Dec 2025) <br>
Funding Amount: ~ INR 30.00 Lakh <br>
Funding Agency: SERB, Government of India<br>
Status: Ongoing <br>

<h3 style="color:Chocolate"> AI for Social Good: </h3>

<b>1. Project Title: Development of AI-Enabled National Portal for Efficient
Search of Missing People </b><br>
PI: Tufan Guha (IIT Kanpur)<br>
Co-PI: Soumya Dutta (IIT Kanpur)<br>
Expand All @@ -57,28 +76,17 @@ Funding Amount: ~ INR 20.00 Lakh <br>
Funding Agency: C3iHub, IIT Kanpur<br>
Status: Ongoing <br>

<b>3. Project Title: Proactive and Generalized Deepfake Defense Mechanisms to Reinforce Cyberspace </b><br>
<b>2. Project Title: Proactive and Generalized Deepfake Defense Mechanisms to Reinforce Cyberspace </b><br>
PI: Chandranath Adak (IIT Patna)<br>
Co-PI: Soumi Chattopadhyay (IIT Indore), Soumya Dutta (IIT Kanpur), Zahid Akhtar (State University of New York Polytechnic Institute)<br>
Duration: 3 years <br>
Funding Amount: ~ INR 34.00 Lakh <br>
Funding Agency: C3iHub, IIT Kanpur<br>
Status: Ongoing <br>

<b>2. Project Title: Enabling Interactive Big Data Analytics and Visualization at Exascale via In Situ Efficient Statistical Data Modeling </b><br>
PI: Soumya Dutta (IIT Kanpur)<br>
Duration: 2 years (Dec 2023-Dec 2025) <br>
Funding Amount: ~ INR 30.00 Lakh <br>
Funding Agency: SERB, Government of India<br>
Status: Ongoing <br>

<b>1. Project Title: DAVi: An Intelligent Data Analytics and Visualization Framework </b><br>
PI: Soumya Dutta (IIT Kanpur)<br>
Co-PI: Purushottam Kar (IIT Kanpur)<br>
Duration: 2 years (Feb 2024-Feb 2026)<br>
Funding Amount: ~ INR 30.00 Lakh<br>
Funding Agency: Indian Space Research Organisation (ISRO)<br>
Status: Ongoing <br>





0 comments on commit 62f05c5

Please sign in to comment.