Mathematics: Recent submissions

  • Deep learning for multimedia application 
    Ahuja, Aditya; Shah, Rajiv Ratn (Advisor) (IIIT-Delhi, 2023-11-29)
    Recent advancements in speech applications prominently feature Deep Learning, driving significant progress in the challenging task of separating speech signals from multi-speaker speech mixtures. Speech Separation models ...
  • Course recommender and planner system 
    Kaur, Hunar; Bhan, Sadhvi; Kumar, Dhruv (Advisor) (IIIT-Delhi, 2023-11-29)
    The contemporary college landscape is characterized by an abundance of academic courses and diverse learning paths, posing a challenge for students to navigate and optimize their academic journey efficiently. Young adults ...
  • Patient health record app - community chat 
    Singh, Vanisha; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    The government of India launched the National Digital Health Mission (NDHM) initiative to make healthcare more accessible by digitizing patient data and unifying processes. We, the PHR team at TavLabs, propose implementing ...
  • LLM’s & prompt engineering 
    Yadav, Parmesh; Singh, Ojasva; Mutharaju, Vijaya Raghava (Advisor) (IIIT-Delhi, 2023-12-09)
    This study explores the synergy between Large Language Models (LLMs) and Knowledge Graphs (KGs) within the domain of legal reasoning. We investigate how the integration of structured legal knowledge into LLMs can enhance ...
  • Personal health record app 
    Javid, Md; Khan, Raunaque; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-10-27)
    The government of India launched the National Digital Health Mission(NDHM) initiative to make healthcare more accessible by digitizing patient data and unifying processes. We propose implementing an NDHM-compliant personal ...
  • Understanding robustness of vision transformers 
    Sinha, Arya; Subramanyam, A V (Advisor) (IIIT-Delhi, 2023-11-29)
    In this study, we delve into the realm of attention-based networks, particularly the recent advancements of Vision Transformers (ViT) that outperform conventional Convolutional Neural Networks (CNNs) in numerous vision ...
  • IFHP development 
    Poswal, Pritish; Singh, Tanishqa Shital; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    This B.Tech project focuses on the development of the IFHP portal ie Integrated Federated Health Portal which is a portal of Tavlab currenty hosted at https:// federatedhealthplatform.tavlab.iiitd.edu.in/ . Our main task ...
  • Hybrid-cloud communication: HTTP or MQTT? 
    Rao, Yukti; Shah, Rinku (Advisor) (IIIT-Delhi, 2023-11-29)
    Within a hybrid cloud environment, which has proven more effective than exclusive edge or cloud setups, a request may traverse from edge-to-edge or edge-to-cloud paths as per the request’s demand. Presently, communication ...
  • Multi-modal stress detection 
    Jaiswal, Saurabh; Shukla, Jainendra (Advisor) (IIIT-Delhi, 2023-11-29)
    Feeling stressed occurs when our body and mind respond to challenging situations, and is a common aspect of life. However, if stress persists for a long time, it may negatively impact our well-being and can lead to various ...
  • Text simplification 
    Goel, Aniket; Akhtar, Md. Shad (Advisor) (IIIT-Delhi, 2023-11-29)
    Understanding complex biomedical information often requires specialized expertise, creating barriers for non-experts seeking access to crucial knowledge. This research focuses on the development of a biomedical text ...
  • Individual mental health monitoring using edge AI 
    Omar, Krishnam; Girdhar, Samridh; Singh, Pushpendra (Advisor) (IIIT-Delhi, 2023-11-29)
    This study aims to understand the feasibility of a stress detection model through a smartwatch, in the Indian adult population using the physiological data collected for lab and real-life settings. Wearable devices such ...
  • PHR-chat: a llama 2 based chatbot for improving mental health 
    Agarwal, Vibhor; Arora, Manik; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    This B.Tech project focuses on the development of an innovative mental health chatbot integrated into a Public Health Records app. The chatbot employs advanced natural language processing models for emotion classification ...
  • Enhanced state of health prediction of battery using machine learning and digital twin 
    Sharma, Raghav; Kumar, Shobhit; Shankhwar, Kalpana (Advisor) (IIIT-Delhi, 2023-11-29)
    In the digital age, use of batteries has increased manifold and thus, our dependence on them. It becomes critical that we are able to accurately predict the remaining charge and the state of health of the battery for safe ...
  • Functionally redundant genome clusters 
    Reddy, Vemula Thushar; Arvind; Ghosh, Tarini Shankar (Advisor) (IIIT-Delhi, 2023-11-29)
    This project aims to develop computational pipelines to cluster genomes based on the similarity in their functional signatures and to identify functionally redundant genome clusters. This initiative has built an extensive ...
  • Maternal and child healthcare 
    Azam, Mohammad Sufyan; Bajpai, Ishit; Singh, Siddhant; Singh, Pushpendra (Advisor) (IIIT-Delhi, 2023-11-30)
    This project endeavors to establish a framework for knowledge-based digital intervention targeting improved health outcomes for mothers and children. Leveraging WhatsApp chats and Zoom audio transcripts, a web app is under ...
  • Computational gastronomy: novel recipe generation with constraint optimization 
    Sindhwani, Ishita; Bagler, Ganesh (Advisor) (IIIT-Delhi, 2023-05-09)
    In response to the escalating demand for the generation of novel and diverse cooking recipes, this research in Natural Language Processing introduces a new tool—Ratatouille. The tool utilizes various Deep Learning models, ...
  • Gamification for learning 
    Gupta, Aishani; Sharma, Ojaswa (Advisor) (IIIT-Delhi, 2023-10-29)
    This project aims to develop a framework to automate the gamification process of educational content. The framework shall be based on stories from NCERT textbooks for creation purposes. There are three main steps in the ...
  • On some special classes of linear and additive codes over finite commutative chain rings 
    Yadav, Monika; Sharma, Anuradha (Advisor) (IIIT-Delhi, 2024-05)
    Self-orthogonal codes, self-dual codes, and linear codes with complementary duals (LCD codes) constitute the three most important and well-studied classes of linear codes. These codes have nice algebraic structures and are ...
  • Spatio-temporal linear stability of viscoelastic saffman-taylor flows 
    Ghosh, Dipa; Sircar, Sarthok (Advisor) (IIIT-Delhi, 2024-03)
    This thesis is about an analytical study of viscoelastic fingering that solves the problem of predicting the finger width when a Newtonian fluid (with negligible viscosity) drives a non-Newtonian (power-law) fluid. The ...
  • Unimodular polynomial matrices and partial linear transformations over finite fields 
    Arora, Akansha; Ram, Samrith (Advisor) (IIIT-Delhi, 2022-11)
    This thesis consists of some interesting combinatorial problems on matrix poly- nomials over finite fields. Using results from control theory, we give a proof of a result of Lieb, Jordan and Helmke (2016) which solves the ...

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