Ayan Biswas

According to our database, Ayan Biswas authored at least 52 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation.

Manish Bhattarai, Javier E. Santos, Shawn Jones, Ayan Biswas, Boian S. Alexandrov, Daniel O'Malley

CoRR, 2024

Explainable AI Integrated Feature Engineering for Wildfire Prediction.

Di Fan, Ayan Biswas, James Paul Ahrens

CoRR, 2024

Efficient Level-Crossing Probability Calculation for Gaussian Process Modeled Data.

Haoyu Li, Isaac J. Michaud, Ayan Biswas, Han-Wei Shen

Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

A 24.6-29.6GHz Hybrid Sub-Sampling PLL with Tri-State Integral Path Achieving 44fs Jitter and -254.8dB FOM in 28nm CMOS.

Zhongkai Wang, Minsoo Choi, Paul Kwon, Zhaokai Liu, Bozhi Yin, Kyoungtae Lee, Kwanseo Park, Ayan Biswas, Jaeduk Han, Sijun Du, Elad Alon

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023

Quantum Communications Feasibility Tests over a UK-Ireland 224 km Undersea Link.

Ben Amies-King, Karolina P. Schatz, Haofan Duan, Ayan Biswas, Jack Bailey, Adrian Felvinti, Jaimes Winward, Mike Dixon, Mariella Minder, Rupesh Kumar, Sophie Albosh, Marco Lucamarini

Entropy, December, 2023

Accelerated dynamic data reduction using spatial and temporal properties.

Megan Hickman Fulp, Dakota Fulp, Changfeng Zou, Cooper Sanders, Ayan Biswas, Melissa C. Smith, Jon C. Calhoun

Int. J. High Perform. Comput. Appl., September, 2023

IDLat: An Importance-Driven Latent Generation Method for Scientific Data.

Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen

IEEE Trans. Vis. Comput. Graph., 2023

Design of a Low-Power High-Gain Bio-Medical Operational Amplifier in 65nm Technology using gm/ID Methodology.

Ayan Biswas, Supriya Dhabal, Palaniandavar Venkateswaran

CoRR, 2023

Exploring Music Genre Classification: Algorithm Analysis and Deployment Architecture.

Ayan Biswas, Supriya Dhabal, Palaniandavar Venkateswaran

CoRR, 2023

Dynamic Data Assimilation of MPAS-O and the Global Drifter Dataset.

Derek DeSantis, Ayan Biswas, Earl Lawrence, Phillip Wolfram

CoRR, 2023

Sub-Linear Time Sampling Approach for Large-Scale Data Visualization Using Reinforcement Learning.

Ayan Biswas, Arindam Bhattacharya, Yi-Tang Chen, Han-Wei Shen

Proceedings of the 13th IEEE Symposium on Large Data Analysis and Visualization, 2023

Characterizing Face Recognition for Resource Efficient Deployment on Edge.

Ayan Biswas, Sai Amrit Patnaik, A. H. Abdul Hafez, Anoop M. Namboodiri

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

An Output Bandwidth Optimized 200-Gb/s PAM-4 100-Gb/s NRZ Transmitter With 5-Tap FFE in 28-nm CMOS.

Zhongkai Wang, Minsoo Choi, Kyoungtae Lee, Kwanseo Park, Zhaokai Liu, Ayan Biswas, Jaeduk Han, Sijun Du, Elad Alon

IEEE J. Solid State Circuits, 2022

An efficient PMOS-based LDO design for large loads.

Arijit Saha, Ayan Biswas

CoRR, 2022

A 200Gb/s PAM-4 Transmitter with Hybrid Sub-Sampling PLL in 28nm CMOS Technology.

Zhongkai Wang, Minsoo Choi, Paul Kwon, Kyoungtae Lee, Bozhi Yin, Zhaokai Liu, Kwanseo Park, Ayan Biswas, Jaeduk Han, Sijun Du, Elad Alon

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

2021

Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis.

Ayan Biswas, Soumya Dutta, Earl Lawrence, John Patchett, Jon C. Calhoun, James P. Ahrens

IEEE Trans. Vis. Comput. Graph., 2021

Information transmission in a two-step cascade: interplay of activation and repression.

Tuhin Subhra Roy, Mintu Nandi, Ayan Biswas, Pinaki Chaudhury, Suman K. Banik

Theory Biosci., 2021

Feature Analysis, Tracking, and Data Reduction: An Application to Multiphase Reactor Simulation MFiX-Exa for In-Situ Use Case.

Ayan Biswas, James P. Ahrens, Soumya Dutta, Jordan M. Musser, Ann S. Almgren, Terece L. Turton

Comput. Sci. Eng., 2021

BBM92 quantum key distribution over a free space dusty channel of 200 meters.

Sarika Mishra, Ayan Biswas, Satyajeet Patil, Pooja Chandravanshi, Vardaan Mongia, Tanya Sharma, Anju Rani, Shashi Prabhakar, Ravindra Pratap Singh

CoRR, 2021

TributaryPCA: Distributed, Streaming PCA for In Situ Dimension Reduction with Application to Space Weather Simulations.

Yu Wang, Natalie Klein, Steven Morley, Vania Jordanova, Michael Henderson, Ayan Biswas, Earl Lawrence

Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021

In-Situ Spatial Inference on Climate Simulations with Sparse Gaussian Processes.

Michael Grosskopf, Earl Lawrence, Ayan Biswas, Li Tang, Kelin Rumsey, Luke Van Roekel, Nathan M. Urban

Proceedings of the ISAV@SC 21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2021

In Situ Climate Modeling for Analyzing Extreme Weather Events.

Soumya Dutta, Natalie Klein, Li Tang, Jonathan David Wolfe, Luke Van Roekel, James Joseph Benedict, Ayan Biswas, Earl Lawrence, Nathan M. Urban

Proceedings of the ISAV@SC 21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2021

8 An Output-Bandwidth-Optimized 200Gb/s PAM-4 100Gb/s NRZ Transmitter with 5-Tap FFE in 28nm CMOS.

Minsoo Choi, Zhongkai Wang, Kyoungtae Lee, Kwanseo Park, Zhaokai Liu, Ayan Biswas, Jaeduk Han, Elad Alon

Proceedings of the IEEE International Solid-State Circuits Conference, 2021

A 16mm² 106.1 GOPS/W Heterogeneous RISC-V Multi-Core Multi-Accelerator SoC in Low-Power 22nm FinFET.

Abraham Gonzalez, Jerry Zhao, Ben Korpan, Hasan Genc, Colin Schmidt, John Charles Wright, Ayan Biswas, Alon Amid, Farhana Sheikh, Anton Sorokin, Sirisha Kale, Mani Yalamanchi, Ramya Yarlagadda, Mark Flannigan, Larry Abramowitz, Elad Alon, Yakun Sophia Shao, Krste Asanovic, Borivoje Nikolic

Proceedings of the 47th ESSCIRC 2021, 2021

Probabilistic Principal Component Analysis Guided Spatial Partitioning of Multivariate Ocean Biogeochemistry Data.

Subhashis Hazarika, Ayan Biswas, Earl Lawrence, Philip J. Wolfram

Proceedings of the 9th Workshop on Visualisation in Environmental Sciences, 2021

An Automated and Process-Portable Generator for Phase-Locked Loop.

Zhongkai Wang, Minsoo Choi, Eric Chang, John Charles Wright, Wooham Bae, Sijun Du, Zhaokai Liu, Nathan Narevsky, Colin Schmidt, Ayan Biswas, Borivoje Nikolic, Elad Alon

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Fast Gaussian Process Estimation for Large-Scale In Situ Inference using Convolutional Neural Networks.

Divya Banesh, Nishant Panda, Ayan Biswas, Luke Van Roekel, Diane Oyen, Nathan M. Urban, Michael Grosskopf, Jonathan David Wolfe, Earl Lawrence

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Topological Segmentation and Tracking for Space Weather Modeling.

Divya Banesh, Natalie Klein, Steven Morley, Ayan Biswas, Vania Jordanova, Michael Henderson, Earl Lawrence

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

An Interactive Exploration Tool for High-Dimensional Datasets: A Shock Physics Case Study.

Ayan Biswas, Christopher M. Biwer, David J. Walters, James P. Ahrens, Devin Francom, Earl Lawrence, Richard L. Sandberg, D. Anthony Fredenburg, Cynthia Bolme

Comput. Sci. Eng., 2020

Relationship-aware Multivariate Sampling Strategy for Scientific Simulation Data.

Subhashis Hazarika, Ayan Biswas, Phillip J. Wolfram, Earl Lawrence, Nathan M. Urban

Proceedings of the 31st IEEE Visualization Conference, 2020

Foresight: analysis that matters for data reduction.

Pascal Grosset, Christopher M. Biwer, Jesus Pulido, Arvind T. Mohan, Ayan Biswas, John Patchett, Terece L. Turton, David H. Rogers, Daniel Livescu, James P. Ahrens

Proceedings of the International Conference for High Performance Computing, 2020

Combining Spatial and Temporal Properties for Improvements in Data Reduction.

Megan Hickman Fulp, Ayan Biswas, Jon C. Calhoun

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Exploiting Inherent Error Resiliency of Deep Neural Networks to Achieve Extreme Energy Efficiency Through Mixed-Signal Neurons.

Baibhab Chatterjee, Priyadarshini Panda, Shovan Maity, Ayan Biswas, Kaushik Roy, Shreyas Sen

IEEE Trans. Very Large Scale Integr. Syst., 2019

Drag and Track: A Direct Manipulation Interface for Contextualizing Data Instances within a Continuous Parameter Space.

Daniel Orban, Daniel F. Keefe, Ayan Biswas, James P. Ahrens, David H. Rogers

IEEE Trans. Vis. Comput. Graph., 2019

Multivariate Pointwise Information-Driven Data Sampling and Visualization.

Soumya Dutta, Ayan Biswas, James P. Ahrens

Entropy, 2019

Deep Learning-Based Feature-Aware Data Modeling for Complex Physics Simulations.

Qun Liu, Subhashis Hazarika, John M. Patchett, James Paul Ahrens, Ayan Biswas

CoRR, 2019

2018

Uncertainty Visualization Using Copula-Based Analysis in Mixed Distribution Models.

Subhashis Hazarika, Ayan Biswas, Han-Wei Shen

IEEE Trans. Vis. Comput. Graph., 2018

Information Guided Exploration of Scalar Values and Isocontours in Ensemble Datasets.

Subhashis Hazarika, Ayan Biswas, Soumya Dutta, Han-Wei Shen

Entropy, 2018

Exploiting Inherent Error-Resiliency of Neuromorphic Computing to achieve Extreme Energy-Efficiency through Mixed-Signal Neurons.

Baibhab Chatterjee, Priyadarshini Panda, Shovan Maity, Ayan Biswas, Kaushik Roy, Shreyas Sen

CoRR, 2018

Visualization of Uncertainty for Computationally Intensive Simulations Using High Fidelity Emulators.

Ayan Biswas, Kelly R. Moran, Earl Lawrence, James P. Ahrens

Proceedings of the 2018 IEEE Scientific Visualization Conference, 2018

A flexible system for in situ triggers.

Matthew Larsen, Amy Woods, Nicole Marsaglia, Ayan Biswas, Soumya Dutta, Cyrus Harrison, Hank Childs

Proceedings of the Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2018

In situ data-driven adaptive sampling for large-scale simulation data summarization.

Ayan Biswas, Soumya Dutta, Jesus Pulido, James P. Ahrens

Proceedings of the Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2018

2017

Adaptive Bus Encoding for Transition Reduction on Off-Chip Buses With Dynamically Varying Switching Characteristics.

Sumantra Sarkar, Ayan Biswas, Anindya Sundar Dhar, Rahul M. Rao

IEEE Trans. Very Large Scale Integr. Syst., 2017

Visualization of Time-Varying Weather Ensembles across Multiple Resolutions.

Ayan Biswas, Guang Lin, Xiaotong Liu, Han-Wei Shen

IEEE Trans. Vis. Comput. Graph., 2017

Pointwise information guided visual analysis of time-varying multi-fields.

Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen

Proceedings of the SIGGRAPH ASIA 2017, Bangkok, Thailand, November 27 - 30, 2017, 2017

2016

A Scalable Streamline Generation Algorithm Via Flux-Based Isocontour Extraction.

Ayan Biswas, Richard Strelitz, Jonathan Woodring, Chun-Ming Chen, Han-Wei Shen

Proceedings of the 16th Eurographics Symposium on Parallel Graphics and Visualization, 2016

2015

Efficient Local Histogram Searching via Bitmap Indexing.

Tzu-Hsuan Wei, Chun-Ming Chen, Ayan Biswas

Comput. Graph. Forum, 2015

Uncertainty modeling and error reduction for pathline computation in time-varying flow fields.

Chun-Ming Chen, Ayan Biswas, Han-Wei Shen

Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

An uncertainty-driven approach to vortex analysis using oracle consensus and spatial proximity.

Ayan Biswas, David S. Thompson, Wenbin He, Qi Deng, Chun-Ming Chen, Han-Wei Shen, Raghu Machiraju, Anand Rangarajan

Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

2014

Evaluation of stream surfaces using error quantification metrics.

Ayan Biswas, Han-Wei Shen

Proceedings of the Visualization and Data Analysis 2014, 2014

Supporting correlation analysis on scientific datasets in parallel and distributed settings.

Yu Su, Gagan Agrawal, Jonathan Woodring, Ayan Biswas, Han-Wei Shen

Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014

2013

An Information-Aware Framework for Exploring Multivariate Data Sets.

Ayan Biswas, Soumya Dutta, Han-Wei Shen, Jonathan Woodring

IEEE Trans. Vis. Comput. Graph., 2013