I. Sbalzarini

Multivariate Newton Interpolation in Downward Closed Spaces Reaches the Optimal Geometric Approximation Rates for Bos-Levenberg-Trefethen Functions
20255 citationsauthor #8
An Overview of Meshfree Collocation Methods
20252 citationsauthor #6
Roadmap on deep learning for microscopy
20253 citationsauthor #8
Regularized Gradient Statistics Improve Generative Deep Learning Models of Super Resolution Microscopy
20251 citationsauthor #6
Spatiotemporal Control of Charge +1 Topological Defects in Polar Active Matter
20250 citationsauthor #6
TopoSPAM: Topology grounded Simulation Platform for morphogenesis and biological Active Matter
20251 citationsauthor #13
Robust variable selection for spatial point processes observed with noise
20250 citationsauthor #2
APR-CNN: Convolutional Neural Networks for the Adaptive Particle Representation of Large Microscopy Images
20250 citationsauthor #3
Loss of bimolecular reactions in reaction-diffusion master equations is consistent with diffusion limited reaction kinetics in the mean field limit.
20241 citationsauthor #2
Morphogen gradients are regulated by porous media characteristics of the developing tissue
20243 citationsauthor #3
Mechanics of knee meniscus results from precise balance between material microstructure and synovial fluid viscosity
20240 citationsauthor #3
Proven Distributed Memory Parallelization of Particle Methods
20242 citationsauthor #2
Live and Interactive 3D Photomanipulation under the Microscope using Virtual Reality
20240 citationsauthor #3
Automated quantification of photoreceptor outer segments in developing and degenerating retinas on microscopy images across scales
20241 citationsauthor #5
Roadmap on Deep Learning for Microscopy.
202321 citationsauthor #8
Adaptive weighting of Bayesian physics informed neural networks for multitask and multiscale forward and inverse problems
202337 citationsauthor #3
Three Dimensional Spontaneous Flow Transition in Active Polar Fluids
20230 citationsauthor #4
Spontaneous flow instabilities of active polar fluids in three dimensions
20237 citationsauthor #4
Efficient image analysis for large-scale next generation histopathology using pAPRica
20233 citationsauthor #8
An open-source pipeline for solving continuous reaction-diffusion models in image-based geometries of porous media
20237 citationsauthor #2
STENCIL-NET for equation-free forecasting from data
20238 citationsauthor #5
Open-source image analysis pipeline with 100+ fold speed-up and real-time compression (Conference Presentation)
20231 citationsauthor #8
Entropically damped artificial compressibility for the discretization corrected particle strength exchange method in incompressible fluid mechanics
20234 citationsauthor #2
A high-order fully Lagrangian particle level-set method for dynamic surfaces
20234 citationsauthor #3
Learning locally dominant force balances in active particle systems
20232 citationsauthor #3
Analysis of the Hamiltonian Monte Carlo genotyping algorithm on PROVEDIt mixtures including a novel precision benchmark
20238 citationsauthor #2
Integrating Odeint Time Stepping into OpenFPM for Distributed and GPU Accelerated Numerical Solvers
20231 citationsauthor #5
A numerical solver for active hydrodynamics in three dimensions and its application to active turbulence
20238 citationsauthor #4
A Unifying Mathematical Definition of Particle Methods
20236 citationsauthor #2
A portable C++ library for memory and compute abstraction on multi‐core CPUs and GPUs
20237 citationsauthor #4
On the Computational Power of Particle Methods
20230 citationsauthor #2
Collective cell migration during optic cup formation features changing cell-matrix interactions linked to matrix topology.
202219 citationsauthor #9
Variational inference accelerates accurate DNA mixture deconvolution
20222 citationsauthor #2
A Gaussian jump process formulation of the reaction-diffusion master equation enables faster exact stochastic simulations.
20221 citationsauthor #2
Machine learning for large-scale volumetric microscopy in biology (Conference Presentation)
20220 citationsauthor #1
Corvo: Visualizing CellxGene Single-Cell Datasets in Virtual Reality
20221 citationsauthor #2
Content-adaptive generation and parallel compositing of volumetric depth images for responsive visualization of large volume data
20220 citationsauthor #8
A Meshfree Collocation Scheme for Surface Differential Operators on Point Clouds
20222 citationsauthor #4
Mesh-free collocation for surface differential operators
20220 citationsauthor #4
Hamiltonian Monte Carlo with strict convergence criteria reduces run-to-run variability in forensic DNA mixture deconvolution
20226 citationsauthor #3
A C++ Library for Memory Layout and Performance Portability of Scientific Applications
20221 citationsauthor #4
Stability selection enables robust learning of differential equations from limited noisy data
202224 citationsauthor #3
Efficient Raycasting of View-Dependent Piecewise Constant Representations of Volumetric Data
20222 citationsauthor #7
Matrix topology guides collective cell migration in vivo
20223 citationsauthor #9
Design centering enables robustness screening of pattern formation models
20221 citationsauthor #5
Learning deterministic hydrodynamic equations from stochastic active particle dynamics
20224 citationsauthor #3
Quantifying Molecular Dynamics within Complex Cellular Morphologies using LLSM‐FRAP
20227 citationsauthor #8
Efficient Raycasting of Volumetric Depth Images for Remote Visualization of Large Volumes at High Frame Rates
20223 citationsauthor #7
Parallel Compositing of Volumetric Depth Images for Interactive Visualization of Distributed Volumes at High Frame Rates
20223 citationsauthor #8
Global Polynomial Level Sets for Numerical Differential Geometry of Smooth Closed Surfaces
20223 citationsauthor #4
The OpenPME Problem Solving Environment for Numerical Simulations
20215 citationsauthor #7
Encoding Priors with Group Sparsity for Model Learning From Limited and Noisy Biological Data
20210 citationsauthor #5
Learning physically consistent differential equation models from data using group sparsity.
202119 citationsauthor #4
Particle-Based Segmentation Of Extended Objects On Curved Biological Membranes
20211 citationsauthor #7
Model-based autotuning of discretization methods in numerical simulations of partial differential equations
20217 citationsauthor #5
A novel image representation improves image analysis and data handling
20210 citationsauthor #1
Estimation of unordered core size using a robustness measure for topological defects in discretized orientation and vector fields
20210 citationsauthor #2
Inverse Dirichlet weighting enables reliable training of physics informed neural networks
2021108 citationsauthor #4
Parallel Discrete Convolutions on Adaptive Particle Representations of Images
20216 citationsauthor #5
Distributed Sparse Block Grids on GPUs
20214 citationsauthor #3
eScholarship@UMassChan eScholarship@UMassChan
20210 citationsauthor #4
STENCIL-NET: Data-driven solution-adaptive discretization of partial differential equations
20219 citationsauthor #5
A Mathematical Definition of Particle Methods
20212 citationsauthor #2
Robustness of topological defects in discrete domains.
20214 citationsauthor #2
Biggs Theorem for Directed Cycles and Topological Invariants of Digraphs
20210 citationsauthor #2
A C++ expression system for partial differential equations enables generic simulations of biological hydrodynamics
202115 citationsauthor #3
Learning Computable Models From Data
20210 citationsauthor #4
Fundamentals of the logarithmic measure for revealing multimodal diffusion
20216 citationsauthor #2
Letter to the Editor and Comments on: Intravital dynamic and correlative imaging reveals diffusion-dominated canalicular and flow-augmented ductular bile flux
20201 citationsauthor #4
Bionic Tracking: Using Eye Tracking to Track Biological Cells in Virtual Reality
20207 citationsauthor #4
An Architecture for Interactive In Situ Visualization and its Transparent Implementation in OpenFPM
20202 citationsauthor #6
Multivariate Interpolation in Unisolvent Nodes -- Lifting the Curse of Dimensionality
202019 citationsauthor #5
A robustness measure for singular point and index estimation in discretized orientation and vector fields
20202 citationsauthor #2
Learning physically consistent mathematical models from data using group sparsity
20205 citationsauthor #4
A Proposed Framework for Interactive Virtual Reality In Situ Visualization of Parallel Numerical Simulations
20193 citationsauthor #7
Stability selection enables robust learning of partial differential equations from limited noisy data
201919 citationsauthor #3
2019 Question 1 : Eulerian versus Lagrangian description
20190 citationsauthor #1
scenery - Flexible Virtual Reality Visualisation on the Java VM
201927 citationsauthor #7
A non-linear system patterns Rab5 GTPase on the membrane
201932 citationsauthor #4
Middleware for Petascale Computing and Beyond
20190 citationsauthor #1
Internship Report Multivariate Lagrange Interpolation Student :
20190 citationsauthor #2
Minimal Model of Cellular Symmetry Breaking.
201952 citationsauthor #4
A Tunable Real-world Multi-funnel Benchmark Problem for Evolutionary Optimization - And Why Parallel Island Models Might Remedy the Failure of CMA-ES on It
201811 citationsauthor #2
Multi-objective identification from fluorescence recovery after photobleaching experiments: Understanding morphogenetic regulation of epithelial polarity
20181 citationsauthor #4
OpenFPM: A scalable open framework for particle and particle-mesh codes on parallel computers
201864 citationsauthor #5
How Computational Models Enable Mechanistic Insights into Virus Infection.
20189 citationsauthor #1
Self-organized shape dynamics of active surfaces
2018121 citationsauthor #3
Adaptive particle representation of fluorescence microscopy images
201829 citationsauthor #5
Fast Interpolation and Fourier Transform in High-Dimensional Spaces
201821 citationsauthor #2
Spatiotemporal modeling of viral infection spread in the human respiratory tract
20180 citationsauthor #2
OMEGA: a software tool for the management, analysis, and dissemination of intracellular trafficking data that incorporates motion type classification and quality control
20186 citationsauthor #11
Connections between discrete and continuous models for biological image analysis
20180 citationsauthor #1
Multivariate Newton Interpolation
201819 citationsauthor #4
Forget Pixels: Adaptive Particle Representation of Fluorescence Microscopy Images
20182 citationsauthor #5
An algorithm-centric Monte Carlo method to empirically quantify motion type estimation uncertainty in single-particle tracking
20183 citationsauthor #4
Robust Mapping of Process Networks to Many-Core Systems using Bio-Inspired Design Centering
20174 citationsauthor #5
A Language and Development Environment for Parallel Particle Methods
20172 citationsauthor #6
Lp-Adaptation: Simultaneous Design Centering and Robustness Estimation of Electronic and Biological Systems
20178 citationsauthor #3
pSSAlib: The partial-propensity stochastic chemical network simulator
20178 citationsauthor #5
A Predictive 3D Multi-Scale Model of Biliary Fluid Dynamics in the Liver Lobule.
201784 citationsauthor #11

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