Mrs. Suchetha Sheka
Assistant Professor
, Dept. of MathematicsDepartment of Mathematics
- [email protected]
- Teaching Experience
- 20 years Years
- Industry Experience
- -
- Research Experience
- 3 Years
Educational Qualifications
| COURSES | SPECIALIZATION | INSTITUTION | UNIVERSITY |
|---|---|---|---|
| B.Sc. | |||
| M.Sc. | |||
Departmental Responsibilities
- Time table Coordinator of Mathematics Department
- IIC Coordinator of Basic Science Department
- NIRF Coordinator of Basic Science Department
- Module Coordinator of all Mathematics Subjects of 3rd & 4th Semester
- Drafting Syllabus for 3rd & 4th Semester IT students
Professional Body Membership
- Life Member of ISTE
- Life Member of Indian Mathematical Society
Subject Teaching / Handled
- Statistical Methods for AIML
- Mathematics for AIML
- Mathematical founations for Machine Learning
- Advanced Linear Algebra
- Advaced Mathematics
- Applied Mathematics
- Computational Mathematics
- Numerical Methods
Research
Areas of Interest
- Applications of Graph Neural Networks
Ph.D. SUPERVISION
No research supervision details available.
Current Research
- Pursuing Research " Applications Graph Neural Networks"
Awards
- Awarded Best Paper Award in 2026 IEEE International Conference on Emerging Synergy Science and Technology
Funded Projects
No funded projects available.
Publications
Journals
Refereed Journals
No refereed journal details available.
Non-Refereed Journals
- Reviewed research Paper titled “Failure Analysis of Ticket Vending Machines in Urban Transit Rail Systems” of the International Journal Scopus indexed Q2 level “Engineering Technology & Applied Science Research” in January 2026.
- Published research paper titled “Improving Mechanical Fault Diagnosis Using Graph Neural Networks with Dynamic and Multiscale Features” in the journal ‘Engineering, Technology & Applied Science Research’ (Scopus indexed Q2) in 2025 https://doi.org/10.48084/etasr.11612
- Published research paper titled “Advancements in Fault Diagnosis by Integrating Graph-Based Representations and Advanced Machine Learning Techniques” in International Research Journal of Engineering and Technology in April 2024
- Published research paper titled “Advancements in Fault Diagnosis: A Comprehensive Review of Patented Graph-Theoretical Approaches and Future Directions” in International Research Journal of Engineering and Technology in August 2024
- Published Resach paper titled "CGNN-RCA: Learning Causal Graphs for Root Cause Analysis in Industrial Fault Diagnosis" in 2026 IEEE International Conference on Emerging Synergy Science and Technology
Conferences
- Presented research paper titled “CGNN-RCA: Learning Causal Graphs for Root Cause Analysis in Industrial Fault Diagnosis” at IEEE International Conference on Emerging Synergy Science and Technology 2026 (ICESST) at Srinivas University Mukka, and won the Best Paper award on 29th and 30th April 2026.
- Presented research paper titled “Real-Time Scalable Causal Graph Neural Networks for Industrial Fault Detection and Root Cause Analysis” at two-day International Conference on Recent trends in Computational Mathematics at Srinivas Institute of Technology, Valachil, Mangalore on 22nd and 23rd May 2026.
- Participated in the “International Conference on the Numerical and Analytical Techniques in Differential Equations (ICNATDE-2021)” Organised and Conducted ONLINE by the Department of Mathematics, Pondicherry University during November 16 – 18, 2021.
- Attended 4th National Conference on Mathematics” Pure, Applied and Computational” held at Kongunadu College of Engineering and Technology, Trichy Tamilnadu on 10th April 2026.
- Attended 4th National Conference on Mathematics” Pure, Applied and Computational” held at Kongunadu College of Engineering and Technology, Trichy Tamilnadu on 10th April 2026.
- Presented a research Paper titled “Enhancing Fault Diagnosis with GNNs using Dynamic edge weighting and Multiscale features” on National level Conference on “Transformative approaches in Teaching learning & Assessment” organized by Srinivas Institute of Education, Mukka on 25th January 2025.
Book / Book Chapter
Books Published
No book details available.
Book Chapters Published
No book chapter details available.
Patents
No patent details available.
FDPs / Workshops / Seminars
Attended
- Participated in 3-day Symposium series on “ Social defence themes on development and health professionals” organized by Prassanna School of Public health in association with National Institute of Social defense from 28th on 30th March 2026.
- Participated in Webinar on “New Applications of Omega Invariant” organized by Department of Mathematics, VVCE, Mysuru on 20th August, 2024
- Attended work shop on ‘Training Program on e-resources of VTU consortium’ organized by VTU in association with SCEM on 24-11-2023
- Attended Workshop on “Research and Publication ethics and Strategies” organized by Srinivas University, Mukka from Oct 9 to Oct 13 ,2023
- Attended Two-Day State Level Seminar on “Teaching Learning and Assessment Process as per OBE in the Higher Education Institutions in line with NEP 2020" on 2nd - 3rd September.
- Participated in Two Days National Level Webinar on "Advances in Mathematical Sciences and its Applications in Engineering and Research (AMSAER) - 2021” organised by Department of Mathematics, BIET, Davangere on 11th and 12th of August 2021
- Participated in Webinar on “Awareness Session on POSH at Workplace” on 6th Apr’2021
- Participated in the National Webinar on “Differential Equations Approach in Mathematical Modelling” conducted by the IQAC cell, GFGC & PG Center, Chintamani held on 10 June 2020
- Participated in Webinar on’ Impact of Covid-19 on Indian Economy way forward” organized Govindasa Alumini association and Rotary club Surathkal held on 3/10/20.
- Attended a workshop “Heart Smart Workshop for Teacher’s” organised by KMC Hostipal , Mangaluru on 29th September 2018
- Attended a Seminar on “Intellectual Property rights: Significance in Business and Research” at Sahyadri Engineering and management, Mangaluru on Saturday 6th October 2018.
- Attended Work shop on " Mathematics and its Applications" held at AIT Chikmagalur in 2014
MOOC Certifications
- Completed 4 weeks NPTEL Courses on ‘Introduction to Probability and Statistics’ from Jan to Feb 2020
- Completed 12 weeks NPTEL Courses on ‘Computational Mathematics with Sage Math’ from Jan to April 2022
- Completed 6-month course on “Doing Doctoral Research Level” Organized by Research and Innovation Cell, Srinivas University, Mukka from July 2023 to December 2023
- Completed 12 weeks NPTEL Courses on” Foundations of R- Software” from July to October 2023
Other Details
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.
No details available.