DSpace at IIIT-Delhi: Recent submissions

  • Online federation learning 
    Karwasara, Lakshya; Roy, Sayan Basu (Advisor) (IIIT-Delhi, 2023-11-29)
    Federated learning (FL) is a popular framework for training a model in a distributed setting, where the data is spread over a network of devices. In traditional FL, the devices communicate with a central server to share ...
  • Openlane RTL-to-GDSII (R2G2) flow for home-grown soc 
    Malhotra, Ishan; Grover, Sarthak; Deb, Sujay (Advisor) (IIIT-Delhi, 2023-11-29)
    Applying the OpenROAD toolchain to a Cortex-M0-based System on Chip (SoC) is the first step in this ground-breaking project's RTL-to-GDSII (R2G2) pipeline. The OpenROAD toolchain and scripts must be carefully modified and ...
  • Cad tool development for semiconductor device simulation 
    Nag, Ramit; Kumar, Parveen; Swami, Harsh Kumar; Bhattacharya, Sayak (Advisor) (IIIT-Delhi, 2023-11-24)
    Creating software that supports the similarities and facilities offered by Cad tools for semiconductors, photoelectric cells, and other devices Primarily, making a cost effective software that could give similar results ...
  • Cloud labs 
    Singh, Aditya; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-11-29)
    Cloud Labs enable hardware based courses in remote environments and developing self paced learning modules. The integrated hardware and software solutions developed allow for remote access to physical labs and offer a ...
  • Patient health record app - mental health integration 
    Kamathi, Ashish; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    In response to India’s National Digital Health Mission (NDHM), TavLabs has innovatively enhanced its PHR platform by integrating a Mental Health Integration feature, designed to support and prioritize mental well-being. ...
  • Federated learning in wireless networks 
    Mehra, Arjun; Muttepawar, Varun; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-11-28)
    Wireless devices, including mobile phones, laptops, autonomous driving, UAT, etc., generate an enormous amount of local data, which could be employed to train machine learning models for decision-making and improve prediction ...
  • Online gaming and masculinity among young adults 
    Garg, Aditya; Kumar, Jatin; Singh, Smriti (Advisor) (IIIT-Delhi, 2023-11-29)
    Online gaming has transcended its status as a recreational activity to become a pervasive cultural force in recent decades, attracting the attention of scholars who have meticulously examined its qualitative and quantitative ...
  • Neural network-aided channel estimation for hybrid beamforming in mm wave massive mimo systems: an interim report 
    Gulati, Anurag; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-11-29)
    Millimeter wave (mmWave) massive multiple input multiple output (mMIMO) systems are at the core of fifth-generation (5G) and beyond-fifth-generation (B5G) technologies due to their ability to support error-free communication ...
  • Adaptive algorithms for control of robots 
    Natarajan, Ashwin Ram; Roy, Sayan Basu (Advisor) (IIIT-Delhi, 2023-11-29)
    Adaptive control is essential for the successful operation of robots in unknown environments. Existing literature involves the use of mathematical assumptions and regression techniques for estimation. This BTP develops an ...
  • Identification of putative cancer-associated gene clusters and gut-microbiome modules associated with increased susceptibility to GI-tract associated cancers 
    Kumar, Rakesh; Ghosh, Tarini Shankar (Advisor) (IIIT-Delhi, 2023-11-29)
    Gastrointestinal (GI)-tract associated cancers remain a significant global health concern due to their high incidence and mortality rates. These complex diseases arise from intricate interactions between genetic factors ...
  • Bose-Einstein condensation of exciton-polaritons 
    Tekchandani, Jeet; Bhattacharya, Sayak (Advisor) (IIIT-Delhi, 2023-11-29)
    A photon’s interaction with a semiconductor material can generate an exciton. If the photon is trapped in a microcavity, the exciton can strongly couple with the photon, resulting in a hybrid bosonic state called an ...
  • Sliding mode control based controls for quadrotors for image based servoing of dynamic targets 
    Bhardwaj, Harsh; Roy, Sayan Basu (Advisor) (IIIT-Delhi, 2023-11-29)
    In this study, we build upon the Image-Based Visual Servoing (IBVS) technique by Yogesh Kumar and Bassam Pervez Shamsi to develop an advanced kinematic controller for quadrotor tracking. Our approach enhances the tracking ...
  • MAB on hardware 
    Pareek, Animesh; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-11-29)
    The Multi Armed Bandit (MAB) problem in the Reinforcement Learning field refers to the problem of allocating resources in certain choices for achieving an overall goal with the objective of maximizing expected gain. Our ...
  • Identifying and monitoring KPIs for Delhi’s public bus network 
    Madan, Ayush; Biyani, Pravesh (Advisor) (IIIT-Delhi, 2023-11-29)
    The primary goal of this project is to identify and develop a system to monitor Key Performance Indicators (KPIs) that can enhance the efficiency of Public Bus Services in Delhi. By meticulously analyzing various aspects ...
  • Core-influencer gut microbiome identification 
    Malik, Nirmit; Ghosh, Tarini Shankar (Advisor) (IIIT-Delhi, 2023-07-26)
    The human gut microbiome exhibits remarkable diversity among individuals, yet numerous studies have identified the presence of several bacteria consistently observed across different geographical locations. This research ...
  • Design and development of AI-based computational tools for identifying predictive biomarkers and signaling pathways for blood cancer 
    Ruhela, Vivek; Gupta, Anubha (Advisor); Gupta, Ritu (Advisor) (IIIT-Delhi, 2024-05)
    Blood cancer has emerged as a growing concern over the past decade, necessitating early detection for timely and effective treatment. Traditional methods of diagnosing blood cancers involve a series of pathological tests ...
  • Exploration of exciton stability in low dimensional systems 
    Kadam, Somanshu; Ghosh, R.K. (Advisor) (IIIT-Delhi, 2023-11-29)
    Due to decreased dielectric screening and increased Coulombic interactions, two-dimensional (2D) materials display pronounced excitonic effects. These effects alter the way these materials absorb light and respond to ...
  • Volumetric videos 
    Jha, Aadit Kant; Sikdar, Sohum; Sharma, Ojaswa (Advisor) (IIIT-Delhi, 2023-12-01)
    Volumetric videos are videos of 3D space captured at every timestamp. The bulky nature and complexity of these videos make storage and transfer a tedious task making it difficult to work within a real-time application. We ...
  • Application of ML models on genomic data 
    Verma, Vardan; Kumar, Vibhor (Advisor) (IIIT-Delhi, 2023-11-29)
    To truly unlock the advantages of extensive datasets containing individual cell information, like the transcriptome and epigenome, it's crucial to incorporate them and look for ways to label each cell. However, it's a ...
  • Patient health record app – physical health 
    Goel, Vanshika; Kumar, Vishal; Sethi, Tavpritesh (Advisor); Ummalaneni, Vahini (Advisor) (IIIT-Delhi, 2023-11-27)
    The Government of India has initiated the National Digital Health Mission (NDHM) to improve healthcare accessibility through the digitization and consolidation of patient data processes. TavLabs' PHR team proposes an ...

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