Bhaskar Chaudhury

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Machine Learning

Inverse Kinematics

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Agam Shah, Arnav Hiray, Pratvi Shah, Arkaprabha Banerjee, Anushka Singh, Dheeraj Eidnani, Bhaskar Chaudhury, Sudheer Chava
Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis. CoRR (2024)
Dhruvi Shah, Shruti Mehta, Ashish Agrawal, Shishir Purohit, Bhaskar Chaudhury
Capability enhancement of the X-ray micro-tomography system via ML-assisted approaches. CoRR (2024)
Pratik Ghosh, Bhaskar Chaudhury, Shishir Purohit, Vishv Joshi, Ashray Kothari
Deep Learning assisted microwave-plasma interaction based technique for plasma density estimation. CoRR (2023)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
Performance prediction from simulation systems to physical systems using machine learning with transfer learning and scaling. Concurr. Comput. Pract. Exp. 35 (18) (2023)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
Predicting physical computer systems performance and power from simulation systems using machine learning model. Computing 105 (5) (2023)
Mihir Desai, Pratik Ghosh, Ahlad Kumar, Bhaskar Chaudhury
Deep Learning Architecture Based Approach For 2D-Simulation of Microwave Plasma Interaction. CoRR (2022)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
An AutoML Based Algorithm for Performance Prediction in HPC Systems. PDCAT (2022)
Kirtan Delwadia, Dhruvil Bhatt, Shishir Purohit, Bhaskar Chaudhury
Parallel algorithm for synthetic image generation with application to tokamak plasma diagnostics. Concurr. Comput. Pract. Exp. 34 (24) (2022)
Vishrut Jetly, Bhaskar Chaudhury
Extracting electron scattering cross sections from swarm data using deep neural networks. Mach. Learn. Sci. Technol. 2 (3) (2021)
Arkaprabha Banerjee, Pratvi Shah, Shivani Nandani, Shantanu Tyagi, Sidharth Kumar, Bhaskar Chaudhury
An Empirical Investigation of OpenMP Based Implementation of Simplex Algorithm. IWOMP (2021)
Agam Shah, Yagnesh Chauhan, Bhaskar Chaudhury
Principal component analysis based construction and evaluation of cryptocurrency index. Expert Syst. Appl. 163 (2021)
Sarthak Patel, Bhrugu Dave, Smit Kumbhani, Mihir Desai, Sidharth Kumar, Bhaskar Chaudhury
Scalable parallel algorithm for fast computation of Transitive Closure of Graphs on Shared Memory Architectures. ESPM2@SC (2021)
Nishi Doshi, Samhitha Gundam, Bhaskar Chaudhury
Data Driven and Visualization based Strategization for University Rank Improvement using Decision Trees. CoRR (2021)
Chahak Mehta, Amarnath Karthi, Vishrut Jetly, Bhaskar Chaudhury
Parallel Fast Multipole Method accelerated FFT on HPC clusters. Parallel Comput. (2021)
Vishrut Jetly, Bhaskar Chaudhury
Extracting Electron Scattering Cross Sections from Swarm Data using Deep Neural Networks. CoRR (2020)
Miral Shah, Bhaskar Chaudhury, Mainak Bandyopadhyay, Arun Chakraborty
1D-3v PIC-MCC Based Modeling and Simulation of Magnetized Low-Temperature Plasmas. ICMC (2020)
Rajat Kumar, Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury, Aditya Amrutiya
Cross-Platform Performance Prediction with Transfer Learning using Machine Learning. ICCCNT (2020)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury, Rajat Kumar, Aditya Amrutiya
Modeling Performance and Power on Disparate Platforms Using Transfer Learning with Machine Learning Models. CoMSO (2020)
Sarangi Patel, Tanya Garg, Geet Patel, Roshani, Bhaskar Chaudhury, Tapas K. Maiti
Motion Retargeting and Machine Learning for Humanoid Robotics. ISDCS (2020)
Geet Patel, Roshani, Tanya Garg, Sarangi Patel, Tapas Kumar Maiti, Bhaskar Chaudhury
Inverse Kinematics Based Computational Framework for Robot Manipulation Inspired by Human Movements. ICMC (2020)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
Multivariate Performance and Power Prediction of Algorithms on Simulation-Based Hardware Models. ISPDC (2020)
R. Uday Kiran, Yutaka Watanobe, Bhaskar Chaudhury, Koji Zettsu, Masashi Toyoda, Masaru Kitsuregawa
Discovering Maximal Periodic-Frequent Patterns in Very Large Temporal Databases. DSAA (2020)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
Evaluation of Neural Network Models for Performance Prediction of Scientific Applications. TENCON (2020)
Rushikesh Nalla, Rajdeep Pinge, Manish Narwaria, Bhaskar Chaudhury
Priority based functional group identification of organic molecules using machine learning. COMAD/CODS (2018)
Bhaskar Chaudhury, Akshar Varma, Yashwant Keswani, Yashodhan Bhatnagar, Samarth Parikh
: A web-based platform to aid parallel, distributed and high performance computing education. J. Parallel Distributed Comput. 118 (Part) (2018)
Bhaskar Chaudhury, Anurag Gupta, Henil Shah, Saumya Bhadani
Accelerated simulation of microwave breakdown in gases on Xeon Phi based cluster-application to self-organized plasma pattern formation. Comput. Phys. Commun. 229 (2018)
Harshil Shah, Siddharth Kamaria, Riddhesh Markandeya, Miral Shah, Bhaskar Chaudhury
A Novel Implementation of 2D3V Particle-in-Cell (PIC) Algorithm for Kepler GPU Architecture. HiPC (2017)
Akshar Varma, Yashwant Keswani, Yashodhan Bhatnagar, Bhaskar Chaudhury
Let's HPC: A web-based interactive platform to aid High Performance Computing education. CoRR (2017)
Srajan Paliwal, Saurabh Tiwary, Bhaskar Chaudhury, Manish K. Gupta
Generating Binary Optimal Codes Using Heterogeneous Parallel Computing. CoRR (2015)