Youssef S. G. Nashed

According to our database, Youssef S. G. Nashed authored at least 29 papers between 2011 and 2024.

Collaborative distances:

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

2024

Differentiable simulation of a liquid argon time projection chamber.

Sean Gasiorowski, Yifan Chen, Youssef S. G. Nashed, Pierre Granger, Camelia Mironov, Ka Vang Tsang, Daniel Ratner, Kazuhiro Terao

Mach. Learn. Sci. Technol., 2024

2022

Implicit Neural Representation as a Differentiable Surrogate for Photon Propagation in a Monolithic Neutrino Detector.

Minjie Lei, Ka Vang Tsang, Sean Gasiorowski, Chuan Li, Youssef S. G. Nashed, Gianluca Petrillo, Olivia Piazza, Daniel Ratner, Kazuhiro Terao

CoRR, 2022

Heterogeneous reconstruction of deformable atomic models in Cryo-EM.

Youssef S. G. Nashed, Ariana Peck, Julien N. P. Martel, Axel Levy, Bongjin Koo, Gordon Wetzstein, Nina Miolane, Daniel Ratner, Frédéric Poitevin

CoRR, 2022

CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images.

Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef S. G. Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data.

Youssef S. G. Nashed, Frédéric Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chuck Yoon, Daniel Ratner

CoRR, 2021

CryoPoseNet: End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data.

Youssef S. G. Nashed, Frédéric Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chun Hong Yoon, Daniel Ratner

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations.

Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka

IEEE Trans. Vis. Comput. Graph., 2020

Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep Learning.

Henry Chan, Youssef S. G. Nashed, Saugat Kandel, Stephan Hruszkewycz, Subramanian Sankaranarayanan, Ross J. Harder, Mathew J. Cherukara

CoRR, 2020

Real-time sparse-sampled Ptychographic imaging through deep neural networks.

Mathew J. Cherukara, Tao Zhou, Youssef S. G. Nashed, Pablo Enfedaque, Alex Hexemer, Ross J. Harder, Martin V. Holt

CoRR, 2020

Fast Automatic Knot Placement Method for Accurate B-spline Curve Fitting.

Raine Yeh, Youssef S. G. Nashed, Tom Peterka, Xavier Tricoche

Comput. Aided Des., 2020

2019

Rational Approximation of Scientific Data.

Youssef S. G. Nashed, Tom Peterka, Vijay Mahadevan, Iulian R. Grindeanu

Proceedings of the Computational Science - ICCS 2019, 2019

Scalable, High-Order Continuity Across Block Boundaries of Functional Approximations Computed in Parallel.

Iulian R. Grindeanu, Tom Peterka, Vijay S. Mahadevan, Youssef S. G. Nashed

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

Real-time coherent diffraction inversion using deep generative networks.

Mathew J. Cherukara, Youssef S. G. Nashed, Ross J. Harder

CoRR, 2018

Foundations of Multivariate Functional Approximation for Scientific Data.

Tom Peterka, Youssef S. G. Nashed, Iulian R. Grindeanu, Vijay S. Mahadevan, Raine Yeh, Xavier Tricoche

Proceedings of the 8th IEEE Symposium on Large Data Analysis and Visualization, 2018

ADP: Automatic differentiation ptychography.

Sushobhan Ghosh, Youssef S. G. Nashed, Oliver Cossairt, Aggelos K. Katsaggelos

Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018

2017

Distributed Automatic Differentiation for Ptychography.

Youssef S. G. Nashed, Tom Peterka, Junjing Deng, Chris Jacobsen

Proceedings of the International Conference on Computational Science, 2017

2013

Particle Swarm Optimization and Differential Evolution for model-based object detection.

Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Spela Ivekovic, Luca Mussi, Stefano Cagnoni

Appl. Soft Comput., 2013

Gesturing at Subswarms: Towards Direct Human Control of Robot Swarms.

Gaëtan Podevijn, Rehan O'Grady, Youssef S. G. Nashed, Marco Dorigo

Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013

Algorithm configuration using GPU-based metaheuristics.

Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Stefano Cagnoni

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

GPU-Based Automatic Configuration of Differential Evolution: A Case Study.

Roberto Ugolotti, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni

Proceedings of the Progress in Artificial Intelligence, 2013

2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis.

Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado

Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013

Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics.

Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado

Proceedings of the Biomedical Engineering Systems and Technologies, 2013

2012

Multi-View Human Body Pose Estimation with CUDA-PSO.

Luca Mussi, Spela Ivekovic, Youssef S. G. Nashed, Stefano Cagnoni

Int. J. Adapt. Resilient Auton. Syst., 2012

Real-Time GPU Based Road Sign Detection and Classification.

Roberto Ugolotti, Youssef S. G. Nashed, Stefano Cagnoni

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

A Comparative Study of Three GPU-Based Metaheuristics.

Youssef S. G. Nashed, Pablo Mesejo, Roberto Ugolotti, Jérémie Dubois-Lacoste, Stefano Cagnoni

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

GPU Hierarchical Quilted Self Organizing Maps for Multimedia Understanding.

Youssef S. G. Nashed

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

libCudaOptimize: an open source library of GPU-based metaheuristics.

Youssef S. G. Nashed, Roberto Ugolotti, Pablo Mesejo, Stefano Cagnoni

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

First results and future developments of the MIBISOC Project in the IBISlab of the university of parma.

Stefano Cagnoni, Oscar Cordón, Pablo Mesejo, Youssef S. G. Nashed, Roberto Ugolotti

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

GPU-based asynchronous particle swarm optimization.

Luca Mussi, Youssef S. G. Nashed, Stefano Cagnoni

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011