Federico Danieli

AI Researcher

Barcelona, Catalonia, Spain9 yrs 8 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Expert in Numerical Simulation and Mathematical Modeling.
  • Proven experience in developing multi-GPU algorithms.
  • Strong background in time-parallel algorithms.
Stackforce AI infers this person is a Research Scientist in Computational Mathematics and AI/ML.

Contact

Skills

Core Skills

Numerical SimulationMathematical Modeling

Other Skills

Applied MathematicsMatlabC++CRCUDAMPIOptimizationLaTeXMathematicaANSYS FluentExcel VBAModelica

Experience

9 yrs 8 mos
Total Experience
2 yrs 1 mo
Average Tenure
3 yrs 7 mos
Current Experience

Apple

2 roles

AI/ML Research Scientist

Promoted

Nov 2023Present · 2 yrs 6 mos · Barcelona, Catalonia, Spain · Hybrid

Numerical SimulationMathematical ModelingApplied MathematicsMatlabC++C+5

AI Resident

Aug 2022Sep 2023 · 1 yr 1 mo · Barcelona, Catalonia, Spain

University of oxford

Postdoctoral Research Associate in Industrial Mathematics

Jun 2021Jun 2022 · 1 yr · Oxford, England, United Kingdom

Memorial university of newfoundland

Visiting Researcher

Jan 2019Sep 2019 · 8 mos · St. John's, Newfoundland, CA

  • Worked under the supervision of Prof. Scott MacLachlan
  • Investigated applications of time-parallel algorithms to non-linear hyperbolic equations

Nvidia

Research Student

Jul 2017Sep 2017 · 2 mos · Reading, UK

  • Collaboration with Prof. Mike Giles (University of Oxford) and Thomas Bradley (NVIDIA Reading)
  • Developed and profiled multi-GPU algorithms for the solution of linear systems (C++, CUDA)
C++CUDANumerical Simulation

Ukaea, culham

2 roles

Research Student

Apr 2017Jun 2017 · 2 mos · Culham, UK

  • Collaboration with Prof. Andrew Wathen (University of Oxford) and Dr. Debasmita Samaddar (CCFE)
  • Improving performance of the time-parallel algorithm Parareal (Matlab, Mathematica)
MatlabMathematicaNumerical Simulation

Research Student

Oct 2016Aug 2021 · 4 yrs 10 mos · Culham, UK

Abb

Intern

Feb 2016Jul 2016 · 5 mos · Baden, Switzerland

  • Investigation on impact of geometry on circuit-breaker efficiency (ANSYS Fluent)
  • Excel integration of software for the prediction of plug erosion in circuit-breaker (Excel VBA, C++)
  • Development of module for 1D compressible flow simulation (Modelica).
ANSYS FluentExcel VBAC++ModelicaNumerical Simulation

Eth zürich

2 roles

Research Assistant

Promoted

Sep 2015Dec 2015 · 3 mos · Zürich, Switzerland

  • Worked at the Seminar for Applied Mathematics (SAM)
  • Contributed to the BEM/FEM template library BETL (C++)
  • Prepared material for the course "Numerical Methods for Partial Differential Equations"
C++Numerical Simulation

Research Assistant

Apr 2014Mar 2015 · 11 mos · Zürich, Switzerland

  • Worked at the Chair of Sustainable Architecture and Building Technology (SuAT), conducting simulations for measuring heat dissipation on next-generation sustainable buildings (COMSOL Multiphysics)

Bending spoons

Team Member

Sep 2014Mar 2015 · 6 mos · Milan, Italy

  • Modelling retention for mobile app users
  • A/B testing on pricing strategies for in-app products

Education

University of Oxford

Doctor of Philosophy (Ph.D.) — Industrially Focused Mathematical Modelling

Sep 2016Jun 2021

ETH Zürich

Master of Science - MS — Computational Science and Engineering

Jan 2013Jan 2015

Politecnico di Milano

Bachelor of Science - BS — Mathematical Engineering

Jan 2009Jan 2012

Liceo Scientifico Paolo Lioy

High School

Jan 2004Jan 2009

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