Learning Droplet Dynamics on Rough Unstructured Surfaces Using Physics-Informed Neural Networks (Student Abstract).

Suman Chakraborty Ganesh Sahadeo Meshram Partha Pratim Chakrabarti Suman Chakraborty Learning Droplet Dynamics on Rough Unstructured Surfaces Using Physics-Informed Neural Networks (Student Abstract). 41322-41324 2026 AAAI https://doi.org/10.1609/aaai.v40i48.42256 conf/aaai/2026 db/conf/aaai/aaai2026.html#MeshramCC26 Hanieh Toutouni Suman Chakraborty Yicheng Tu Jiajun Huang 0001 OCTANE: Breaking the Neighbor-List Bottleneck in GPU Molecular Dynamics. 30-41 2026 ICS https://doi.org/10.1145/3797905.3807878 conf/ics/2026 db/conf/ics/ics2026.html#ToutouniCTH26

Ganesh Sahadeo Meshram Partha Pratim Chakrabarti Suman Chakraborty Extending deep learning U-Net architecture for predicting unsteady fluid flows in textured microchannels. 2026 April abs/2604.02976 CoRR https://doi.org/10.48550/arXiv.2604.02976 db/journals/corr/corr2604.html#abs-2604-02976 streams/journals/corr

Ganesh Sahadeo Meshram Partha Pratim Chakrabarti Suman Chakraborty Lattice-Boltzmann-Driven Physics-Informed Neural Networks for Droplet Wettability on Rough Surfaces. 2026 April abs/2604.03481 CoRR https://doi.org/10.48550/arXiv.2604.03481 db/journals/corr/corr2604.html#abs-2604-03481 streams/journals/corr

Ganesh Sahadeo Meshram Partha Pratim Chakrabarti Suman Chakraborty Amalgamation of Physics-Informed Neural Network and LBM for the Prediction of Unsteady Fluid Flows in Fractal-Rough Microchannels. 2026 April abs/2604.03504 CoRR https://doi.org/10.48550/arXiv.2604.03504 db/journals/corr/corr2604.html#abs-2604-03504 streams/journals/corr

Ganesh Sahadeo Meshram Suman Chakraborty Nishant Sinha Partha Pratim Chakrabarti μ-FlowNet: A Deep Learning Approach for Mapping Flow Fields in Irregular Microchannels Using an Attention-based U-Net Encoder-Decoder Architecture. 2026 April abs/2604.17575 CoRR https://doi.org/10.48550/arXiv.2604.17575 db/journals/corr/corr2604.html#abs-2604-17575 streams/journals/corr

Ganesh Sahadeo Meshram Partha Pratim Chakrabarti Suman Chakraborty Droplet-LNO: Physics-Informed Laplace Neural Operators for Accurate Prediction of Droplet Spreading Dynamics on Complex Surfaces. 2026 April abs/2604.20993 CoRR https://doi.org/10.48550/arXiv.2604.20993 db/journals/corr/corr2604.html#abs-2604-20993 streams/journals/corr

Manideep Roy Xiaojing Guo Qingdi Wang Daniel Stäb Ning Jin Ruth P. Lim Andrew Ooi Suman Chakraborty Patient-specific prediction of arterial wall elasticity using medical image-informed in-silico simulations. 109849 2025 188 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.109849 db/journals/cbm/cbm188.html#RoyGWSJLOC25 streams/journals/cbm

Manideep Roy Qingdi Wang Xiaojing Guo Daniel Stäb Ning Jin Ruth P. Lim Andrew Ooi Suman Chakraborty Enhancing the predictive capability of magnetic resonance imaging using medical data-supervised cardiovascular flow simulations: A case study for analyzing patient-specific flow in the human aorta. 110103 2025 190 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.110103 db/journals/cbm/cbm190.html#RoyWGSJLOC25 streams/journals/cbm

Subho Samanta Ivan Ehsan Harish Hirani Suman Chakraborty Patient-specific simulation of particle dynamics in the respiratory airways from CT-scan-reconstructed images using a continuous phase modelling framework. 110354 2025 192 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.110354 db/journals/cbm/cbm192.html#SamantaEHC25 streams/journals/cbm

Vikash Kumar Dubey Suman Chakraborty Sagar Chakraborty Oscillatory Equilibrium in Asymmetric Evolutionary Games: Generalizing Evolutionarily Stable Strategy. 1536-1563 2025 November 15 Dyn. Games Appl. 5 https://doi.org/10.1007/s13235-024-00606-2 db/journals/dga/dga15.html#DubeyCC25 streams/journals/dga

Erhan Bayraktar Suman Chakraborty Xin Zhang 0080 The <i>k</i>-core in percolated dense graph sequences. 298-318 2025 62 J. Appl. Probab. 1 https://doi.org/10.1017/jpr.2024.66 db/journals/jap/jap62.html#BayraktarCZ25 streams/journals/jap

Suman Chakraborty Saumyajeet Das Shuvo Bardhan Vulnerability Weightage and Prioritization Model: Derived from Real Data and Community Insights. 1506-1509 2025 COMPSAC https://doi.org/10.1109/COMPSAC65507.2025.00190 conf/compsac/2025 db/conf/compsac/compsac2025.html#ChakrabortyDB25 streams/conf/compsac Rajesh Yalavaguli Seetharamarao Suman Chakraborty Shuvo Bardhan Strengthening Cyber Resilience of Small Businesses in BFSI: A CIA-Driven Strategy for Investment and Risk Management. 1510-1513 2025 COMPSAC https://doi.org/10.1109/COMPSAC65507.2025.00191 conf/compsac/2025 db/conf/compsac/compsac2025.html#SeetharamaraoCB25 streams/conf/compsac Suman Chakraborty Owais Shaikh Shuvo Bardhan Extending the Attack Graph Model: Integrating Reconnaissance Stages. 1518-1521 2025 COMPSAC https://doi.org/10.1109/COMPSAC65507.2025.00193 conf/compsac/2025 db/conf/compsac/compsac2025.html#ChakrabortySB25 streams/conf/compsac

Saheli Saha Debasmita Banerjee Rishi Ram Gowtham Reddy Debashree Guha Arnab Sarkar Bapi Dutta Moses Arunsingh Suman Chakraborty Indranil Mallick Machine learning for prediction of dose-volume histograms of organs-at-risk in prostate cancer from simple structure volume parameters. 2024 abs/2411.05378 CoRR https://doi.org/10.48550/arXiv.2411.05378 db/journals/corr/corr2411.html#abs-2411-05378 streams/journals/corr

Erhan Bayraktar Suman Chakraborty $K_{r, s}$ Graph Bootstrap Percolation. 2022 29 Electron. J. Comb. 1 https://doi.org/10.37236/8997 db/journals/combinatorics/combinatorics29.html#BayraktarC22

Soujan Ghosh Swati Chowdhury Subrata Kundu Sudipta Sasmal Dimitrios Z. Politis Stelios M. Potirakis Masashi Hayakawa Suman Chakraborty Sandip K. Chakrabarti Unusual Surface Latent Heat Flux Variations and Their Critical Dynamics Revealed before Strong Earthquakes. 23 2022 24 Entropy 1 https://doi.org/10.3390/e24010023 db/journals/entropy/entropy24.html#GhoshCKSPPHCC22

Suman Chakraborty Yixuan Sun Guang Lin 0001 Li Qiao Vapor-liquid equilibrium estimation of n-alkane/nitrogen mixtures using neural networks. 114059 2022 408 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2021.114059 db/journals/jcam/jcam408.html#ChakrabortySLQ22

Hamed Amini Erhan Bayraktar Suman Chakraborty A Central Limit Theorem for Diffusion in Sparse Random Graphs. 2021 abs/2103.00357 CoRR https://arxiv.org/abs/2103.00357 db/journals/corr/corr2103.html#abs-2103-00357

Hritwick Banerjee Bibhas Roy Kaustav Chaudhury Babji Srinivasan Suman Chakraborty Hongliang Ren 0001 Frequency-induced morphology alterations in microconfined biological cells. 819-835 2019 57 Medical Biol. Eng. Comput. 4 https://doi.org/10.1007/s11517-018-1908-y https://www.wikidata.org/entity/Q58557237 db/journals/mbec/mbec57.html#BanerjeeRCSCR19

Philip Brisk Suman Chakraborty Claudionor Coelho Abdoulaye Gamatié Swaroop Ghosh Xun Jiao TCAD EIC Message: February 2019. 197-198 2019 38 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2 https://doi.org/10.1109/TCAD.2018.2890315 https://www.wikidata.org/entity/Q128548222 db/journals/tcad/tcad38.html#BriskCCGGJ19

Suman Chakraborty Dense Graph Limits and Applications. 2018 University of North Carolina, Chapel Hill, USA https://doi.org/10.17615/fskd-hg82 https://cdr.lib.unc.edu/downloads/rv042v198?file=thumbnail https://cdr.lib.unc.edu/downloads/rv042v198 https://www.base-search.net/Record/541e375ad2fea762196cbc8904ec27099d54c4c76f766c4318b5b29fb2ad6e6d base-search.net (ftcarolinadr:cdr.lib.unc.edu:47429b27b) Bidhan Pramanick Naresh Mandal Debasis Mondal Chirasree RoyChaudhuri Suman Chakraborty C-MEMS Derived Glassy Carbon Electrodes as Sensitive Electrochemical Biosensors. 1-4 2018 IEEE SENSORS https://doi.org/10.1109/ICSENS.2018.8589538 conf/ieeesensors/2018 db/conf/ieeesensors/ieeesensors2018.html#PramanickMMRC18 Jyotsana Priyadarshani Suman Chakraborty Soumen Das Nature-Inspired Bio-Microfluidic Device by Soft Lithography Technique $\cdot$. 1-4 2018 IEEE SENSORS https://doi.org/10.1109/ICSENS.2018.8589750 conf/ieeesensors/2018 db/conf/ieeesensors/ieeesensors2018.html#PriyadarshaniCD18

Aditya Bandopadhyay Debabrata DasGupta Sushanta K. Mitra Suman Chakraborty Computation of streaming potential in porous media: Modified permeability tensor. 53-69 2015 300 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2015.07.030 db/journals/jcphy/jcphy300.html#BandopadhyayDMC15

Soham Ghosh Tamal Das Suman Chakraborty Sarit K. Das Predicting DNA-mediated drug delivery in interior carcinoma using electromagnetically excited nanoparticles. 771-779 2011 41 Comput. Biol. Medicine 9 https://doi.org/10.1016/j.compbiomed.2011.06.013 https://www.wikidata.org/entity/Q84551924 db/journals/cbm/cbm41.html#GhoshDCD11

Suman Chakraborty Martin Zimmermann 0001 A Systematic Approach Towards Collection, Processing & Distribution of Information about Competitor Activities & Customer Needs in Terms of Products & Services. 348-353 2010 KMIS conf/ic3k/2010kmis db/conf/ic3k/kmis2010.html#ChakrabortyZ10

Sumit Basu Debabrata DasGupta Suman Chakraborty M. Walker Towards a more efficient dynamic mesh adaptation methodology for continuum discretization in complex engineering problems. 469-487 2006 180 Appl. Math. Comput. 2 https://doi.org/10.1016/j.amc.2005.12.030 db/journals/amc/amc180.html#BasuDCW06

Rajan Dua Suman Chakraborty A novel modeling and simulation technique of photo-thermal interactions between lasers and living biological tissues undergoing multiple changes in phase. 447-462 2005 35 Comput. Biol. Medicine 5 https://doi.org/10.1016/j.compbiomed.2004.02.005 https://www.wikidata.org/entity/Q31153626 db/journals/cbm/cbm35.html#DuaC05

Hamed Amini Moses Arunsingh Aditya Bandopadhyay Debasmita Banerjee Hritwick Banerjee Shuvo Bardhan Sumit Basu Erhan Bayraktar Philip Brisk P. P. Chakrabarti 0001Partha Pratim Chakrabarti Sandip K. Chakrabarti Sagar Chakraborty Kaustav Chaudhury Swati Chowdhury Claudionor José Nunes Coelho Jr.Claudionor Coelho Sarit K. Das Saumyajeet Das Soumen Das Tamal Das Debabrata DasGupta Rajan Dua Vikash Kumar Dubey Bapi Dutta Ivan Ehsan Abdoulaye Gamatié Soham Ghosh Soujan Ghosh Swaroop Ghosh Debashree Guha Xiao-jing GuoXiaojing Guo Masashi Hayakawa Harish Hirani Jiajun Huang 0001 Xun Jiao Ning Jin Subrata Kundu Ruth P. Lim Guang Lin 0001 Indranil Mallick Naresh Mandal Ganesh Sahadeo Meshram Sushanta K. Mitra Debasis Mondal Andrew Ooi Dimitrios Z. Politis Stelios M. Potirakis Bidhan Pramanick Jyotsana Priyadarshani Li Qiao Rishi Ram Gowtham Reddy Hongliang Ren 0001 Bibhas Roy Manideep Roy Chirasree RoyChaudhuri Saheli Saha Subho Samanta Arnab Sarkar Sudipta Sasmal Rajesh Yalavaguli Seetharamarao Owais Shaikh Nishant Sinha Babji Srinivasan Daniel Stäb Yixuan Sun Hanieh Toutouni Yi-Cheng TuYicheng Tu M. Walker Qingdi Wang Xin Zhang 0080 Martin Zimmermann 0001