StatWrap is a free, open-source tool to document research projects. It inventories research assets like code files, data files, and manuscripts,...
Stream processing support for FasTensor library.
Aditya N.
I will implement stream processing support for FasTensor library. Stream processing enables online processing of live data as it arrives on the File...
Enhancing Usability and Expandability of the Open Sensing Platform
Ahmed Falah
This proposal aims to improve an outdoor sensor platform by focusing on usability and expandability. To achieve this, the project will integrate a...
LiveHD: Benchmarking LLMs that Generate Verilog/Chisel Modules From Natural Language
Ashwin Bardhwaj
Recently, research has been made into the process in which we could tune an existing generalized LLM (such as ChatGPT 3.5, 4) for the purposes of...
LLM assistant for OpenROAD - Data Engineering and testing
Aviral Kaintura
This proposal provides a detailed overview of the development of an LLM-based conversational assistant with domain-specific knowledge about the...
[PolyPhy] Unveiling Medicine Patterns: 3D Clustering with Polyphy/Polyglot
Ayush_Sharma_
Polyglot, a web application revolutionizing data exploration, offers dynamic 3D visualizations. Imagine zooming and rotating through a complex...
Towards Better Coverage: Building Unit Tests of OpenROAD Tools
Emmanuella Rumanti / amuritna
As OpenROAD progresses towards better optimization and usage in increasingly advanced semiconductor nodes, it becomes more and more important to...
Enhancing h5bench with HDF5 Compression Capability
Henry Zhou
The problem I am trying to solve is to implement multiple data compression algorithms in h5bench core access patterns through HDF5 filters. This...
Drishti: Visualization and Analysis of AI-based Applications
Joel Tony
The increasing adoption of AI/ML applications has led to new I/O access patterns and bottlenecks that differ from traditional scientific...
Heterogeneous Graph Neural Networks for I/O Performance Bottleneck Diagnosis
Mahdi Banisharifdehkordi
This proposal aims to address the challenge of I/O bottlenecks in High-Performance Computing (HPC) systems by developing a Graph Neural Network (GNN)...
Streamlining PolyPhy’s Web Portal with CMS and Multi-Platform Connectivity
Mohit Goyal
PolyPhy is an advanced toolkit utilizing the Monte Carlo Physarum Machine (MCPM) algorithm for reconstructing networks from sparse 2D or 3D data. The...
Trustworthy Logical Reasoning Large Language Models (LLMs)
Nikhil Wani
LLM hallucinations have been tackled with various retrieval techniques (e.g. RAGs), which show that non-parametric memory with a ranker (knowledge...
LLM Assistant for OpenROAD - Model Architecture and Prototype
Palaniappan R
This project aims to build a conversational assistant designed around OpenROAD to answer user queries. The goal is to build a complete pipeline that...
Benchmarking is designed to tackle the issue of incomplete data in the field of spatial transcriptomics. The project aims to develop a benchmarking...
Causeway / Improving the Core Infrastructure and Experience , Mentor David Lee
Rishi Mondal
The proposed project aims to enhance the platform by integrating logging and analytics features, implementing a learning dashboard, potentially...
Benchmark Suite for Explaining failures in autograding - AI Explainability Accountability
Shaburu
The project aims to address a common challenge faced by both beginner and advanced programmers: understanding and learning from mistakes in code...
Hardware Hierarchical Dynamical Systems
UjjwalShekhar
In hardware compilers, scalability issues often arise due to inefficient tree data structures. To tackle this challenge, the proposed project aims to...
