Faculty

Institution

Unit

Venue

Daniele Panozzo

Associate Professor

New York University

Affiliations

Arts & Science

Computer Science

Courant Institute of Mathematical Sciences

Computer Science

NYU Abu Dhabi

Division of Science

Daniele Panozzo is currently serving as an Arts & Science Associate Professor at New York University.

Honors

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Experiences

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Education

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Daniele Panozzo

New York University

Associate Professor

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applied mathematics geometric modeling computational geometry computer-aided design scientific computing geometry computer graphics geometry processing mathematics mesh optimization design geometric topology geometry generation computational engineering numerical mathematics computational imaging unstructured mesh generation machine learning physical prototyping mathematical sciences mesh reduction user interfaces electromagnetic fields topology machine vision novel interface geographic information retrieval communication reading research human-computer interaction set-theoretic topology tangible user interfaces computer animation flexible sensor non-contact sensing simulation infrastructure large-scale simulations physic aware machine learning simulation optimization learning control news semantics spatial synonyms modular input device rig animation efficient multi-scale curvature extensible benchmark suite function spaces geographical information science intelligent user interfaces graphic interface image representation sound synthesis model synthesis scalable computing input devices physically based animation 3d computer vision 3d object recognition incompressible flow similarity search intelligent searching search technology trajectory optimization aerial robotics radio frequency tetrahedral meshing directional field synthesis simple quad domains deep estimation deformation capture incompressible navier-stokes equations spline subdivision fully automatic pipeline radio-frequency coil design simultaneous distortion complex polynomials mechanical engineering engineering computational fabrication digital fabrication computer-aided engineering finite element simulation rapid prototyping

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Fully Automatic Pipeline to Optimize Radio-Frequency Coil Design Using the Ultimate Intrinsic Signal-To-Noise Ratio as the Benchmark. Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2025)

design optimizationradio-frequency coil designengineeringelectromagnetic compatibilitycomputer engineeringsignal processingfully automatic pipelinerf subsystemelectrical engineeringradio frequency

Evaluating Deep Clustering Algorithms on Non-Categorical 3D Cad Models. arXiv (Cornell University) (2024)

Xiang, SiyuanTseng, ChinWen, CongcongDesai, DeshanaKou, YifengStarly, BinilPanozzo, DanieleFeng, Chen

deep learningcomputer sciencemachine learningclusteringdeep clustering algorithms3d modelingapplied mathematicsunsupervised machine learning

Bezier Spline Simplification Using Locally Integrated Error Metrics. SIGGRAPH Asia (2023)

computer-aided designcomputational engineeringapproximation theoryspline (mathematics)scientific computingnumerical algorithmsgeometric modelingnumerical mathematicscurve modelingapplied mathematicsgeometric interpolationnumerical analysiscomputational geometry

Which Cross Fields Can Be Quadrangulated? Global Parameterization From Prescribed Holonomy Signatures. Transactions on Graphics (SIGGRAPH) (2022)

which cross fieldsprescribed holonomy signaturesglobal parameterizationscientific computingalgebraic geometryapplied mathematicsmathematicsdifferential geometrygeometry

A Large-Scale Benchmark for the Incompressible Navier-Stokes Equations. arXiv (Cornell University) (2021)

incompressible navier-stokes equationsnumerical simulationsfluid dynamicsincompressible flowcomputational fluid dynamicsapplied mathematicsfluid mechanics

An Extensible Benchmark Suite for Learning to Simulate Physical Systems. arXiv (Cornell University) (2021)

computational scienceextensible benchmark suitecomputer sciencecomputational engineeringlearning controllarge-scale simulationscontrol optimizationmachine learningscientific computingdesign automationphysic aware machine learningsystems engineeringsimulation optimizationcomputational mechanicsmodeling and simulationsimulation infrastructure

Hardware Design and Accurate Simulation for Benchmarking of 3D Reconstruction Algorithms. Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks (2021)

computer-aided designcomputer sciencegraphicscomputational engineeringcomputational imagingcomputer graphics3d reconstructionhardware designreconstruction algorithmsdesign automationcomputer engineering3d modelinggeometry processingaccurate simulationmodeling and simulationcomputational geometry

DEF: Deep Estimation of Sharp Geometric Features in 3D Shapes. arXiv (Cornell University) (2020)

deep learningcomputer graphics3d object recognitiondeep estimationcomputer visionmachine vision3d computer visiongeometric modelingimage representationcomputational geometry

Incremental Potential Contact: Intersection- and Inversion-Free, Large-Deformation Dynamics. ACM Transaction on Graphics (SIGGRAPH) (2020)

rational mechanicmechanical sciencesurface tensionfluid-solid interactionsdeformationapplied physicscomputational mechanicsincremental potential contactmechanicsinterface (matter)contact mechanics

Robust & Asymptotically Locally Optimal Uav-Trajectory Generation Based on Spline Subdivision. arXiv (Cornell University) (2020)

control systemsunmanned aircraft systemsaerial roboticsunmanned aerial vehiclescontrol optimizationtrajectory optimizationspline subdivisionsystems engineeringaerospacerobust nonlinear controlglobal optimizationapplied mathematicsaerospace engineeringaircraft

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Daniele Panozzo

Associate Professor

New York University

Affiliations

Arts & Science

Computer Science

Courant Institute of Mathematical Sciences

Computer Science

NYU Abu Dhabi

Division of Science

Daniele Panozzo is currently serving as an Arts & Science Associate Professor at New York University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Daniele Panozzo

New York University

Associate Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

design optimizationradio-frequency coil designengineeringelectromagnetic compatibilitycomputer engineeringsignal processingfully automatic pipelinerf subsystemelectrical engineeringradio frequency

Evaluating Deep Clustering Algorithms on Non-Categorical 3D Cad Models. arXiv (Cornell University) (2024)

Xiang, SiyuanTseng, ChinWen, CongcongDesai, DeshanaKou, YifengStarly, BinilPanozzo, DanieleFeng, Chen

deep learningcomputer sciencemachine learningclusteringdeep clustering algorithms3d modelingapplied mathematicsunsupervised machine learning

Bezier Spline Simplification Using Locally Integrated Error Metrics. SIGGRAPH Asia (2023)

Which Cross Fields Can Be Quadrangulated? Global Parameterization From Prescribed Holonomy Signatures. Transactions on Graphics (SIGGRAPH) (2022)

which cross fieldsprescribed holonomy signaturesglobal parameterizationscientific computingalgebraic geometryapplied mathematicsmathematicsdifferential geometrygeometry

A Large-Scale Benchmark for the Incompressible Navier-Stokes Equations. arXiv (Cornell University) (2021)

incompressible navier-stokes equationsnumerical simulationsfluid dynamicsincompressible flowcomputational fluid dynamicsapplied mathematicsfluid mechanics

An Extensible Benchmark Suite for Learning to Simulate Physical Systems. arXiv (Cornell University) (2021)

Hardware Design and Accurate Simulation for Benchmarking of 3D Reconstruction Algorithms. Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks (2021)

DEF: Deep Estimation of Sharp Geometric Features in 3D Shapes. arXiv (Cornell University) (2020)

deep learningcomputer graphics3d object recognitiondeep estimationcomputer visionmachine vision3d computer visiongeometric modelingimage representationcomputational geometry

Incremental Potential Contact: Intersection- and Inversion-Free, Large-Deformation Dynamics. ACM Transaction on Graphics (SIGGRAPH) (2020)

rational mechanicmechanical sciencesurface tensionfluid-solid interactionsdeformationapplied physicscomputational mechanicsincremental potential contactmechanicsinterface (matter)contact mechanics

Robust & Asymptotically Locally Optimal Uav-Trajectory Generation Based on Spline Subdivision. arXiv (Cornell University) (2020)

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