Prashant Singh

96 papers A* 1B 8C 1Misc 4Journal 57Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Epistemic Uncertainty Quantification for Pre-trained VLMs via Riemannian Flow Matching.
CoRR
Li Ju, Mayank Nautiyal, Andreas Hellander, Ekta Vats, Prashant Singh
2026 J jnl
OneFlowSBI: One Model, Many Queries for Simulation-Based Inference.
CoRR
Mayank Nautiyal, Li Ju, Melker Ernfors, Klara Hagland, Ville Holma, Maximilian Werkö Söderholm, Andreas Hellander, Prashant Singh
2025 B conf
Accelerating Simulation-Based Inference with Variational Autoencoders.
IJCNN
Mayank Nautiyal, Andrey Shternshis, Andreas Hellander, Prashant Singh
2025 J jnl
Bayesian Robust Aggregation for Federated Learning.
CoRR
Aleksandr Karakulev, Usama Zafar, Salman Toor, Prashant Singh
2025 J jnl
ConDiSim: Conditional Diffusion Models for Simulation Based Inference.
CoRR
Mayank Nautiyal, Andreas Hellander, Prashant Singh
2025 J jnl
Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere.
CoRR
Li Ju, Max Andersson, Stina Fredriksson, Edward Glöckner, Andreas Hellander, Ekta Vats, Prashant Singh
2025 J jnl
Humidity and ring spacing variation tolerant design of a SiC power MOSFET using mirrored floating field rings.
Microelectron. J.
Prashant Singh, Shreepad Karmalkar, Akshay K
2025 J jnl
InfoHier: Hierarchical Information Extraction via Encoding and Embedding.
CoRR
Tianru Zhang, Li Ju, Prashant Singh, Salman Toor
2025 J jnl
Interpretable machine learning-guided design of Fe-based soft magnetic alloys.
CoRR
Aditi Nachnani, Kai K. Li-Caldwell, Saptarshi Biswas, Prince Sharma, Gaoyuan Ouyang, Prashant Singh
2025 J jnl
Machine Learning-Based Identification of Key Predictors for Lightning Events in the Third Pole Region.
ISPRS Int. J. Geo Inf.
Harshwardhan Jadhav, Prashant Singh, Bodo Ahrens, Juerg Schmidli
2025 J jnl
Machine learning driven search of hydrogen storage materials.
CoRR
Tanumoy Banerjee, Kevin Ji, Weiyi Xia, Gaoyuan Ouyang, Tyler Del Rose, Ihor Z. Hlova, Benjamin Ueland, Duane D. Johnson, Cai-Zhuan Wang, Ganesh Balasubramanian, Prashant Singh
2025 J jnl
PARIC: Probabilistic Attention Regularization for Language Guided Image Classification from Pre-trained Vison Language Models.
CoRR
Mayank Nautiyal, Stela Arranz Gheorghe, Kristiana Stefa, Li Ju, Ida-Maria Sintorn, Prashant Singh
2025 J jnl
Wavelet Transform Based Gated-Recurrent Unit Deep Learning Approach for Power Output of Solar Photovoltaic System Forecasting.
SN Comput. Sci.
Prashant Singh, Navneet Kumar Singh, Asheesh Kumar Singh
2024 A* conf
Adaptive Robust Learning using Latent Bernoulli Variables.
ICML
Aleksandr Karakulev, Dave Zachariah, Prashant Singh
2024 J jnl
Bayesian polynomial neural networks and polynomial neural ordinary differential equations.
PLoS Comput. Biol.
Colby Fronk, Jaewoong Yun, Prashant Singh, Linda R. Petzold
2024 J jnl
Deep Learning-Based Brain Tumor Detection in Privacy-Preserving Smart Health Care Systems.
IEEE Access
Kusum Lata, Prashant Singh, Sandeep Saini, Linga Reddy Cenkeramaddi
2024 J jnl
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities.
CoRR
Junjie Chu, Prashant Singh, Salman Toor
2024 J jnl
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search.
CoRR
Kamalkumar Rathinasamy, Jayarama Nettar, Amit Kumar, Vishal Manchanda, Arun Vijayakumar, Ayush Kataria, Venkateshprasanna Manjunath, Chidambaram GS, Jaskirat Singh Sodhi, Shoeb Shaikh, Wasim Akhtar Khan, Prashant Singh, Tanishq Dattatray Ige, Vipin Tiwari, Rajab Ali Mondal, Harshini K, S. Reka, Chetana Amancharla, Faiz Ur Rahman, Harikrishnan P. A, Indraneel Saha, Bhavya Tiwary, Navin Shankar Patel, Pradeep T. S, Balaji A J, Priyapravas, Mohammed Rafee Tarafdar
2024 — conf
Exploring Model Poisoning Attack to Convolutional Neural Network Based Brain Tumor Detection Systems.
ISQED
Kusum Lata, Prashant Singh, Sandeep Saini
2024 B conf
GPU Algorithms for Fastest Path Problem in Temporal Graphs.
ICPP
Mithinti Srikanth, Prashant Singh, G. Ramakrishna
2024 — conf
Prediction of Flexural Strength for Coconut Shell Embedded Concrete using Machine Learning Technique.
ICCCNT
Rupesh Kumar Tipu, Owais Ahmad Shah, Satvik Vats, Taslima Ahmed, Prashant Singh, Aditya Verma
2024 J jnl
Progressive loss-aware fine-tuning stepwise learning with GAN augmentation for rice plant disease detection.
Multim. Tools Appl.
Kamal Upreti, Prashant Singh, Dhyanendra Jain, Amit Kumar Pandey, Anjani Gupta, Hare Ram Singh, Santosh Kumar Srivastava, Jay Shankar Prasad
2024 J jnl
Transfer Learning-Assisted Inverse Modeling in Nanophotonics Based on Mixture Density Networks.
IEEE Access
Liang Cheng, Prashant Singh, Francesco Ferranti
2024 J jnl
Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks.
CoRR
Liang Cheng, Prashant Singh, Francesco Ferranti
2024 J jnl
Variational Autoencoders for Efficient Simulation-Based Inference.
CoRR
Mayank Nautiyal, Andrey Shternshis, Andreas Hellander, Prashant Singh
2023 J jnl
Adaptive Parameter-Free Robust Learning using Latent Bernoulli Variables.
CoRR
Aleksandr Karakulev, Dave Zachariah, Prashant Singh
2023 J jnl
Bayesian polynomial neural networks and polynomial neural ordinary differential equations.
CoRR
Colby Fronk, Jaewoong Yun, Prashant Singh, Linda R. Petzold
2023 J jnl
Dronevision: An Experimental 3D Testbed for Flying Light Specks.
CoRR
Hamed Alimohammadzadeh, Rohit Bernard, Yang Chen, Trung Phan, Prashant Singh, Shuqin Zhu, Heather Culbertson, Shahram Ghandeharizadeh
2023 B conf
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities.
CLOUD
Junjie Chu, Prashant Singh, Salman Toor
2023 — conf
Enhancing Privacy-Preserving Brain Tumor Detection in Medical Cyber-Physical Systems through Deep Learning Algorithms.
iSES
Prashant Singh, Kusum Lata, Yash Gupta, Greek Sachdeva, Sandeep Saini
2023 J jnl
Lane detection techniques for self-driving vehicle: comprehensive review.
Multim. Tools Appl.
Ashwini Sapkal, Arti, Dishant Pawar, Prashant Singh
2022 — conf
A Novel Machine Learning Classification Model to Analyze the COVID-19 Pandemic's Impact on Academics: Sentiment Analysis Approach.
ICACIS
Sumit Mohan, Varun Kumar Singh, Namrata Singh, Ashif Ali, Prashant Singh
2022 — conf
Advance Collision Prevention System.
ICACIS
Namrata Singh, Meenakshi Srivastava, Sumit Mohan, Ashif Ali, Varun Kumar Singh, Prashant Singh
2022 J jnl
Blockchain and AI technology convergence: Applications in transportation systems.
Veh. Commun.
Prashant Singh, Zeinab Elmi, Yui-yip Lau, Marta Borowska-Stefanska, Szymon Wisniewski, Maxim A. Dulebenets
2022 — conf
Cardiovascular Disease Prognosis and Analysis Using Machine Learning Techniques.
ICACIS
Anmol Kapoor, Shreya Kapoor, Kamal Upreti, Prashant Singh, Seema Kapoor, Mohammad Shabbir Alam, Mohammad Shahnawaz Nasir
2022 J jnl
Coarse-Grained Stochastic Model of Myosin-Driven Vesicles into Dendritic Spines.
SIAM J. Appl. Math.
Youngmin Park, Prashant Singh, Thomas G. Fai
2022 J jnl
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation.
IEEE ACM Trans. Comput. Biol. Bioinform.
Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander
2022 J jnl
Development of exact and heuristic optimization methods for safety improvement projects at level crossings under conflicting objectives.
Reliab. Eng. Syst. Saf.
Prashant Singh, Junayed Pasha, Ren Moses, John Sobanjo, Eren Erman Ozguven, Maxim A. Dulebenets
2022 J jnl
E-Mobility Advisor for Connected and Autonomous Vehicles Environments.
Ad Hoc Sens. Wirel. Networks
Ahmad M. Khasawneh, Prashant Singh, Geetika Aggarwal, Rajkumar Singh Rathore, Omprakash Kaiwartya
2022 J jnl
Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods.
PLoS Comput. Biol.
Richard M. Jiang, Prashant Singh, Fredrik Wrede, Andreas Hellander, Linda R. Petzold
2022 — conf
IoT Enabled an Efficient Vehicle Parking System.
ICACIS
Harikesh Singh, Prashant Singh, Mayank Singh, K. G. Harsha, P. Vinooth, Mukesh Raj
2022 — conf
IoT-Based Control System to Measure, Analyze, and Track Basic Vital Indicators in Patient Healthcare Monitoring System.
ICACIS
Kamal Upreti, Prashant Vats, Mustafizul Haque, Adheer A. Goyal, Sachin R. Wankhede, Prashant Singh, Mohammad Shabbir Alam, Mohammad Shahnawaz Nasir
2022 — conf
Prediction of Compressive Strength of Geopolymer Concrete by Using Random Forest Algorithm.
ICACIS
Manvendra Verma, Kamal Upreti, Mohammad Rafeek Khan, Mohammad Shabbir Alam, Soumi Ghosh, Prashant Singh
2022 — conf
Prediction of Compressive Strength of Green Concrete by Artificial Neural Network.
ICACIS
Manvendra Verma, Kamal Upreti, Priyanka Dadhich, Soumi Ghosh, Vishal Khatri, Prashant Singh
2022 J jnl
Real-time water quality monitoring of River Ganga (India) using internet of things.
Ecol. Informatics
Surya Singh, Sarvesh Rai, Prashant Singh, Vijay Kumar Mishra
2022 B conf
Robust and integrative Bayesian neural networks for likelihood-free parameter inference.
IJCNN
Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh
2022 B conf
Scalable federated machine learning with FEDn.
CCGRID
Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Prashant Singh, Ola Spjuth, Salman Toor, Andreas Hellander
2022 — conf
Self-driving Car: Lane Detection and Collision Prevention System.
ICACIS
Namrata Singh, Meenakshi Srivastava, Sumit Mohan, Ashif Ali, Varun Kumar Singh, Prashant Singh
2022 — conf
Sign Language Recognizing Using Machine Learning.
ICACIS
Yogendra Singh Rathore, Dhyanendra Jain, Prashant Singh, Waseem Ahmed, Amit Kumar Pandey
2022 J jnl
Systematic comparison of modeling fidelity levels and parameter inference settings applied to negative feedback gene regulation.
PLoS Comput. Biol.
Adrien Coulier, Prashant Singh, Marc Sturrock, Andreas Hellander
2022 B conf
To test, or not to test: A proactive approach for deciding complete performance test initiation.
IEEE Big Data
Omar Javed, Prashant Singh, Giles Reger, Salman Toor
2022 J jnl
To test, or not to test: A proactive approach for deciding complete performance test initiation.
CoRR
Omar Javed, Prashant Singh, Giles Reger, Salman Toor
2021 J jnl
Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators.
BMC Bioinform.
Richard M. Jiang, Fredrik Wrede, Prashant Singh, Andreas Hellander, Linda R. Petzold
2021 J jnl
Accelerating computational modeling and design of high-entropy alloys.
Nat. Comput. Sci.
Rahul Singh, Aayush Sharma, Prashant Singh, Ganesh Balasubramanian, Duane D. Johnson
2021 J jnl
An integrated optimization method for tactical-level planning in liner shipping with heterogeneous ship fleet and environmental considerations.
Adv. Eng. Informatics
Junayed Pasha, Maxim A. Dulebenets, Amir Mohammad Fathollahi-Fard, Guangdong Tian, Yui-yip Lau, Prashant Singh, Benbu Liang
2021 J jnl
Deployment of Autonomous Trains in Rail Transportation: Current Trends and Existing Challenges.
IEEE Access
Prashant Singh, Maxim A. Dulebenets, Junayed Pasha, Ernesto Del R. Santibanez-Gonzalez, Yui-yip Lau, Raphael Kampmann
2021 J jnl
Design and stability analysis of a control system for a grid-independent direct current microgrid with hybrid energy storage system.
Comput. Electr. Eng.
Prashant Singh, J. S. Lather
2021 J jnl
Epidemiological modeling in StochSS Live!
Bioinform.
Richard M. Jiang, Bruno Jacob, Matthew Geiger, Sean Matthew, Bryan Rumsey, Prashant Singh, Fredrik Wrede, Tau-Mu Yi, Brian Drawert, Andreas Hellander, Linda R. Petzold
2021 — conf
Height Estimation of Children under Five Years using Depth Images.
EMBC
Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan M. Lavista Ferres
2021 J jnl
Height Estimation of Children under Five Years using Depth Images.
CoRR
Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan M. Lavista Ferres
2021 — conf
Introspecting Local Binary Feature Vectors for Classification of Radiographic Weld Images.
CVIP (2)
Jayendra Kumar, Pratul Arvind, Prashant Singh, Yamini Sarada
2021 J jnl
Proactive Autoscaling for Edge Computing Systems with Kubernetes.
CoRR
Li Ju, Prashant Singh, Salman Toor
2021 — conf
Proactive autoscaling for edge computing systems with kubernetes.
UCC Companion
Li Ju, Prashant Singh, Salman Toor
2021 J jnl
Robust and integrative Bayesian neural networks for likelihood-free parameter inference.
CoRR
Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh
2021 J jnl
Scalable machine learning-assisted model exploration and inference using Sciope.
Bioinform.
Prashant Singh, Fredrik Wrede, Andreas Hellander
2020 J jnl
Accelerating computational modeling and design of high-entropy alloys.
CoRR
Rahul Singh, Aayush Sharma, Prashant Singh, Ganesh Balasubramanian, Duane D. Johnson
2020 J jnl
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation.
CoRR
Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander
2020 J jnl
HSPMdb: a computational repository of heat shock protein modulators.
Database J. Biol. Databases Curation
Prashant Singh, Breezy Unik, Anuradhika Puri, Gandharva Nagpal, Balvinder Singh, Ankur Gautam, Deepak Sharma
2020 J jnl
Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets.
CoRR
Prashant Singh, Mona Mohamed Elamin, Salman Toor
2018 C conf
A 19nW, near-threshold to I/O voltage level shifter in 28nm FD-SOI using 1.8V/28Å device for IoT Systems.
ISCAS
Prashant Singh
2018 Misc conf
Hyperparameter Optimization for Approximate Bayesian Computation.
WSC
Prashant Singh, Andreas Hellander
2018 B conf
Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing.
DAS
Prashant Singh, Ekta Vats, Anders Hast
2018 J jnl
Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits.
CoRR
Prashant Singh, Andreas Hellander
2018 — conf
Sigma-Tree: Design of a Data Structure for Storing File Data Allocation Map in a Distributed File System.
SmartCloud
Hrishikesh Dewan, Ramesh C. Hansdah, Prashant Singh
2018 — conf
[WiP] HTU: An Efficient Hash-Trie Data Structure for URL Matching for Programmable Web Resources.
SOCA
Igneta Dsouza, Hrishikesh Dewan, Prashant Singh, Ramesh C. Hansdah
2017 — conf
Automatic Document Image Binarization using Bayesian Optimization.
HIP@ICDAR
Ekta Vats, Anders Hast, Prashant Singh
2017 J jnl
Automatic Document Image Binarization.
CoRR
Ekta Vats, Anders Hast, Prashant Singh
2017 J jnl
Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing.
CoRR
Prashant Singh, Ekta Vats, Anders Hast
2017 J jnl
Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models.
J. Optim. Theory Appl.
Prashant Singh, Ivo Couckuyt, Khairy Elsayed, Dirk Deschrijver, Tom Dhaene
2017 Misc conf
Surrogate assisted model reduction for stochastic biochemical reaction networks.
WSC
Prashant Singh, Andreas Hellander
2014 B conf
A constrained multi-objective surrogate-based optimization algorithm.
IEEE Congress on Evolutionary Computation
Prashant Singh, Ivo Couckuyt, Francesco Ferranti, Tom Dhaene
2014 Misc conf
Classification aided domain reduction for high dimensional optimization.
WSC
Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene
2013 Misc conf
A balanced sequential design strategy for global surrogate modeling.
WSC
Prashant Singh, Dirk Deschrijver, Tom Dhaene
2013 — conf
Modeling of High Frequency Out-of-Plane Single Axis MEMS Capacitive Accelerometer.
VDAT
Prashant Singh, Pooja Srivastava, Ram Mohan Verma, Saurabh Jaiswal
2013 — conf
Quantitative Identification of Volatile Organics by SAW Sensor Transients - Comparative Performance Analysis of Fuzzy Inference and Partial-Least-Square-Regression Methods.
FICTA
Prashant Singh, R. D. S. Yadava
2012 J jnl
Compact Degradation Sensors for Monitoring NBTI and Oxide Degradation.
IEEE Trans. Very Large Scale Integr. Syst.
Prashant Singh, Eric Karl, David T. Blaauw, Dennis Sylvester
2012 J jnl
Prediction of entrance length for low Reynolds number flow in pipe using neuro-fuzzy inference system.
Expert Syst. Appl.
Mrutyunjaya Sahu, Prashant Singh, S. S. Mahapatra, K. K. Khatua
2011 J jnl
Dynamic NBTI Management Using a 45 nm Multi-Degradation Sensor.
IEEE Trans. Circuits Syst. I Regul. Pap.
Prashant Singh, Eric Karl, Dennis Sylvester, David T. Blaauw
2011 J jnl
Microwatt Embedded Processor Platform for Medical System-on-Chip Applications.
IEEE J. Solid State Circuits
Srinivasa R. Sridhara, Michael DiRenzo, Srinivas Lingam, Seok-Jun Lee, Ra Blazquez, Jay Maxey, Samer Ghanem, Yu-Hung Lee, Rami A. Abdallah, Prashant Singh, Manish Goel
2011 — conf
Wavelet Based Fuzzy Inference System for Simultaneous Identification and Quantitation of Volatile Organic Compounds Using SAW Sensor Transients.
SEMCCO (2)
Prashant Singh, R. D. S. Yadava
2010 — conf
Dynamic NBTI management using a 45nm multi-degradation sensor.
CICC
Prashant Singh, Eric Karl, Dennis Sylvester, David T. Blaauw
2010 — conf
Early detection of oxide breakdown through in situ degradation sensing.
ISSCC
Prashant Singh, Zhiyoong Foo, Michael Wieckowski, Scott Hanson, Matthew Fojtik, David T. Blaauw, Dennis Sylvester
2009 J jnl
Sensor-Driven Reliability and Wearout Management.
IEEE Des. Test Comput.
Prashant Singh, Cheng Zhuo, Eric Karl, David T. Blaauw, Dennis Sylvester
2008 — conf
Compact In-Situ Sensors for Monitoring Negative-Bias-Temperature-Instability Effect and Oxide Degradation.
ISSCC
Eric Karl, Prashant Singh, David T. Blaauw, Dennis Sylvester
2008 J jnl
Self-Timed Regenerators for High-Speed and Low-Power On-Chip Global Interconnect.
IEEE Trans. Very Large Scale Integr. Syst.
Prashant Singh, Jae-sun Seo, David T. Blaauw, Dennis Sylvester
2007 — conf
Self-Time Regenerators for High-Speed and Low-Power Interconnect.
ISQED
Jae-sun Seo, Prashant Singh, Dennis Sylvester, David T. Blaauw