DBUU is organizing a AI week from 19th to 26th of January 2026 on campus. Under this many a events will be scheduled.
This perticular event is the invited guest talk.
Title of Talk "Artificial Intelligence and High-Performance Data Mining: Illustrative Applications in Materials Science and Engineering"
The talk will be based on
The increasing availability of data from the first three paradigms of science (experiments, theory, and simulations), along with advances in artificial intelligence and machine learning (AI/ML) techniques has offered unprecedented opportunities for data-driven science and discovery, which is the fourth paradigm of science. Within the arena of AI/ML, deep learning (DL) has emerged as a game-changing technique in recent years with its ability to effectively work on raw big data, bypassing the (otherwise crucial) manual feature engineering step traditionally required for building accurate ML models, thus enabling numerous real-world applications, such as autonomous driving. In this talk, I will present our ongoing research in AI and high-performance data mining, along with illustrative real-world scientific applications. In particular, we will discuss approaches to gainfully apply DL on big data (by accelerating DL and enabling deeper learning) as well as on small data (deep transfer learning) in the context of materials science, to learn the forward and inverse processing-structure-property-performance (PSPP) relationships of materials science and engineering. I will also demonstrate some of the software tools developed in our group.
AIM of the Event:
- AI Research Exposure
- Experiences of an expert
- Student awareness into areas related to AI research
- Students get opportunities for data-driven science and discovery
- Students get overview of AI and high-performance data mining
| Participating School | |
|---|---|
| School/Department Name | Year/Department |
| Unknown | (All Faculty Members) |
| School of Agriculture | (2nd Year, 3rd Year) |
| School of Allied Sciences | (2nd Year) |
| School of Engineering & Computing | (2nd Year, 3rd Year) |
| School of Hotel Management & Tourism | (2nd Year) |
| School of Management & Commerce | (2nd Year, 3rd Year) |
| School of Pharmacy & Research | (2nd Year) |
Department:
- PVC APRA Office
Is this Event Under IIC?
- Yes, Under IIC
Is the event in collaboration with another school/Department?
- No
Date, Time & Venue of the Event:
- 15-Jan-2026 to 15-Jan-2026
- 10:30 am - 01:30 pm
- Seminar Hall - First Floor (Main Building)
Event Coordinator
- Dr Sandeep Sharma
Contact Person:
- Ms Chavi Mittal
Event Media Post: