Ayan Biswas

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 49

Top Topics

Generation Algorithm

Spatial Proximity

Guided Exploration

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Zhongkai Wang, Minsoo Choi, Paul Kwon, Zhaokai Liu, Bozhi Yin, Kyoungtae Lee, Kwanseo Park, Ayan Biswas, Jaeduk Han, Sijun Du, Elad Alon
A 24.6-29.6GHz Hybrid Sub-Sampling PLL with Tri-State Integral Path Achieving 44fs Jitter and -254.8dB FOM in 28nm CMOS. ISCAS (2024)
Di Fan, Ayan Biswas, James Paul Ahrens
Explainable AI Integrated Feature Engineering for Wildfire Prediction. CoRR (2024)
Haoyu Li, Isaac J. Michaud, Ayan Biswas, Han-Wei Shen
Efficient Level-Crossing Probability Calculation for Gaussian Process Modeled Data. PacificVis (2024)
Manish Bhattarai, Javier E. Santos, Shawn Jones, Ayan Biswas, Boian S. Alexandrov, Daniel O'Malley
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation. CoRR (2024)
Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen
IDLat: An Importance-Driven Latent Generation Method for Scientific Data. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Ayan Biswas, Supriya Dhabal, Palaniandavar Venkateswaran
Design of a Low-Power High-Gain Bio-Medical Operational Amplifier in 65nm Technology using gm/ID Methodology. CoRR (2023)
Ayan Biswas, Supriya Dhabal, Palaniandavar Venkateswaran
Exploring Music Genre Classification: Algorithm Analysis and Deployment Architecture. CoRR (2023)
Ayan Biswas, Sai Amrit Patnaik, A. H. Abdul Hafez, Anoop M. Namboodiri
Characterizing Face Recognition for Resource Efficient Deployment on Edge. ICCV (Workshops) (2023)
Derek DeSantis, Ayan Biswas, Earl Lawrence, Phillip Wolfram
Dynamic Data Assimilation of MPAS-O and the Global Drifter Dataset. CoRR (2023)
Ayan Biswas, Arindam Bhattacharya, Yi-Tang Chen, Han-Wei Shen
Sub-Linear Time Sampling Approach for Large-Scale Data Visualization Using Reinforcement Learning. LDAV (2023)
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
Quantum Communications Feasibility Tests over a UK-Ireland 224 km Undersea Link. Entropy 25 (12) (2023)
Megan Hickman Fulp, Dakota Fulp, Changfeng Zou, Cooper Sanders, Ayan Biswas, Melissa C. Smith, Jon C. Calhoun
Accelerated dynamic data reduction using spatial and temporal properties. Int. J. High Perform. Comput. Appl. 37 (5) (2023)
Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen
IDLat: An Importance-Driven Latent Generation Method for Scientific Data. CoRR (2022)
Zhongkai Wang, Minsoo Choi, Paul Kwon, Kyoungtae Lee, Bozhi Yin, Zhaokai Liu, Kwanseo Park, Ayan Biswas, Jaeduk Han, Sijun Du, Elad Alon
A 200Gb/s PAM-4 Transmitter with Hybrid Sub-Sampling PLL in 28nm CMOS Technology. VLSI Technology and Circuits (2022)
Zhongkai Wang, Minsoo Choi, Kyoungtae Lee, Kwanseo Park, Zhaokai Liu, Ayan Biswas, Jaeduk Han, Sijun Du, Elad Alon
An Output Bandwidth Optimized 200-Gb/s PAM-4 100-Gb/s NRZ Transmitter With 5-Tap FFE in 28-nm CMOS. IEEE J. Solid State Circuits 57 (1) (2022)
Arijit Saha, Ayan Biswas
An efficient PMOS-based LDO design for large loads. CoRR (2022)
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
106.1 GOPS/W Heterogeneous RISC-V Multi-Core Multi-Accelerator SoC in Low-Power 22nm FinFET. ESSCIRC (2021)
Soumya Dutta, Natalie Klein, Li Tang, Jonathan David Wolfe, Luke Van Roekel, James Joseph Benedict, Ayan Biswas, Earl Lawrence, Nathan Urban
In Situ Climate Modeling for Analyzing Extreme Weather Events. ISAV@SC (2021)
Yu Wang, Natalie Klein, Steven Morley, Vania Jordanova, Michael Henderson, Ayan Biswas, Earl Lawrence
TributaryPCA: Distributed, Streaming PCA for In Situ Dimension Reduction with Application to Space Weather Simulations. DRBSD@SC (2021)
Michael Grosskopf, Earl Lawrence, Ayan Biswas, Li Tang, Kelin Rumsey, Luke Van Roekel, Nathan Urban
In-Situ Spatial Inference on Climate Simulations with Sparse Gaussian Processes. ISAV@SC (2021)
Minsoo Choi, Zhongkai Wang, Kyoungtae Lee, Kwanseo Park, Zhaokai Liu, Ayan Biswas, Jaeduk Han, Elad Alon
8 An Output-Bandwidth-Optimized 200Gb/s PAM-4 100Gb/s NRZ Transmitter with 5-Tap FFE in 28nm CMOS. ISSCC (2021)
Divya Banesh, Nishant Panda, Ayan Biswas, Luke Van Roekel, Diane Oyen, Nathan Urban, Michael Grosskopf, Jonathan David Wolfe, Earl Lawrence
Fast Gaussian Process Estimation for Large-Scale In Situ Inference using Convolutional Neural Networks. IEEE BigData (2021)
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
An Automated and Process-Portable Generator for Phase-Locked Loop. DAC (2021)
Subhashis Hazarika, Ayan Biswas, Earl Lawrence, Philip J. Wolfram
Probabilistic Principal Component Analysis Guided Spatial Partitioning of Multivariate Ocean Biogeochemistry Data. EnvirVis@EuroVis (2021)
Sarika Mishra, Ayan Biswas, Satyajeet Patil, Pooja Chandravanshi, Vardaan Mongia, Tanya Sharma, Anju Rani, Shashi Prabhakar, Ravindra Pratap Singh
BBM92 quantum key distribution over a free space dusty channel of 200 meters. CoRR (2021)
Ayan Biswas, Soumya Dutta, Earl Lawrence, John Patchett, Jon C. Calhoun, James P. Ahrens
Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis. IEEE Trans. Vis. Comput. Graph. 27 (12) (2021)
Tuhin Subhra Roy, Mintu Nandi, Ayan Biswas, Pinaki Chaudhury, Suman K. Banik
Information transmission in a two-step cascade: interplay of activation and repression. Theory Biosci. 140 (3) (2021)
Divya Banesh, Natalie Klein, Steven Morley, Ayan Biswas, Vania Jordanova, Michael Henderson, Earl Lawrence
Topological Segmentation and Tracking for Space Weather Modeling. IEEE BigData (2021)
Ayan Biswas, James P. Ahrens, Soumya Dutta, Jordan M. Musser, Ann S. Almgren, Terece L. Turton
Feature Analysis, Tracking, and Data Reduction: An Application to Multiphase Reactor Simulation MFiX-Exa for In-Situ Use Case. Comput. Sci. Eng. 23 (1) (2021)
Subhashis Hazarika, Ayan Biswas, Phillip J. Wolfram, Earl Lawrence, Nathan Urban
Relationship-aware Multivariate Sampling Strategy for Scientific Simulation Data. IEEE VIS (Short Papers) (2020)
Subhashis Hazarika, Ayan Biswas, Phillip J. Wolfram, Earl Lawrence, Nathan Urban
Relationship-aware Multivariate Sampling Strategy for Scientific Simulation Data. CoRR (2020)
Megan Hickman Fulp, Ayan Biswas, Jon C. Calhoun
Combining Spatial and Temporal Properties for Improvements in Data Reduction. IEEE BigData (2020)
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
Foresight: analysis that matters for data reduction. SC (2020)
Ayan Biswas, Christopher M. Biwer, David J. Walters, James P. Ahrens, Devin Francom, Earl Lawrence, Richard L. Sandberg, D. Anthony Fredenburg, Cynthia Bolme
An Interactive Exploration Tool for High-Dimensional Datasets: A Shock Physics Case Study. Comput. Sci. Eng. 22 (2) (2020)
Soumya Dutta, Ayan Biswas, James P. Ahrens
Multivariate Pointwise Information-Driven Data Sampling and Visualization. Entropy 21 (7) (2019)
Soumya Dutta, Ayan Biswas, James P. Ahrens
Multivariate Pointwise Information-Driven Data Sampling and Visualization. CoRR (2019)
Daniel Orban, Daniel F. Keefe, Ayan Biswas, James P. Ahrens, David H. Rogers
Drag and Track: A Direct Manipulation Interface for Contextualizing Data Instances within a Continuous Parameter Space. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Baibhab Chatterjee, Priyadarshini Panda, Shovan Maity, Ayan Biswas, Kaushik Roy, Shreyas Sen
Exploiting Inherent Error Resiliency of Deep Neural Networks to Achieve Extreme Energy Efficiency Through Mixed-Signal Neurons. IEEE Trans. Very Large Scale Integr. Syst. 27 (6) (2019)
Qun Liu, Subhashis Hazarika, John M. Patchett, James Paul Ahrens, Ayan Biswas
Deep Learning-Based Feature-Aware Data Modeling for Complex Physics Simulations. CoRR (2019)
Baibhab Chatterjee, Priyadarshini Panda, Shovan Maity, Ayan Biswas, Kaushik Roy, Shreyas Sen
Exploiting Inherent Error-Resiliency of Neuromorphic Computing to achieve Extreme Energy-Efficiency through Mixed-Signal Neurons. CoRR (2018)
Ayan Biswas, Soumya Dutta, Jesus Pulido, James P. Ahrens
In situ data-driven adaptive sampling for large-scale simulation data summarization. ISAV@SC (2018)
Ayan Biswas, Kelly R. Moran, Earl Lawrence, James P. Ahrens
Visualization of Uncertainty for Computationally Intensive Simulations Using High Fidelity Emulators. SciVis (2018)
Matthew Larsen, Amy Woods, Nicole Marsaglia, Ayan Biswas, Soumya Dutta, Cyrus Harrison, Hank Childs
A flexible system for in situ triggers. ISAV@SC (2018)
Subhashis Hazarika, Ayan Biswas, Han-Wei Shen
Uncertainty Visualization Using Copula-Based Analysis in Mixed Distribution Models. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Subhashis Hazarika, Ayan Biswas, Soumya Dutta, Han-Wei Shen
Information Guided Exploration of Scalar Values and Isocontours in Ensemble Datasets. Entropy 20 (7) (2018)
Sumantra Sarkar, Ayan Biswas, Anindya Sundar Dhar, Rahul M. Rao
Adaptive Bus Encoding for Transition Reduction on Off-Chip Buses With Dynamically Varying Switching Characteristics. IEEE Trans. Very Large Scale Integr. Syst. 25 (11) (2017)
Ayan Biswas, Guang Lin, Xiaotong Liu, Han-Wei Shen
Visualization of Time-Varying Weather Ensembles across Multiple Resolutions. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen
Pointwise information guided visual analysis of time-varying multi-fields. SIGGRAPH Asia Symposium on Visualization (2017)
Ayan Biswas, Richard Strelitz, Jonathan Woodring, Chun-Ming Chen, Han-Wei Shen
A Scalable Streamline Generation Algorithm Via Flux-Based Isocontour Extraction. EGPGV@EuroVis (2016)
Chun-Ming Chen, Ayan Biswas, Han-Wei Shen
Uncertainty modeling and error reduction for pathline computation in time-varying flow fields. PacificVis (2015)
Ayan Biswas, David S. Thompson, Wenbin He, Qi Deng, Chun-Ming Chen, Han-Wei Shen, Raghu Machiraju, Anand Rangarajan
An uncertainty-driven approach to vortex analysis using oracle consensus and spatial proximity. PacificVis (2015)
Tzu-Hsuan Wei, Chun-Ming Chen, Ayan Biswas
Efficient Local Histogram Searching via Bitmap Indexing. Comput. Graph. Forum 34 (3) (2015)
Yu Su, Gagan Agrawal, Jonathan Woodring, Ayan Biswas, Han-Wei Shen
Supporting correlation analysis on scientific datasets in parallel and distributed settings. HPDC (2014)
Ayan Biswas, Han-Wei Shen
Evaluation of stream surfaces using error quantification metrics. Visualization and Data Analysis (2014)
Ayan Biswas, Soumya Dutta, Han-Wei Shen, Jonathan Woodring
An Information-Aware Framework for Exploring Multivariate Data Sets. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)