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USD 50 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Lorenzo C.

Australia

USD 50 /hr

Space scientist with solid background in both academia and industry.

Profile Summary

Space science and technology. CFD and numerical simulation techniques.

Subject Matter Expertise

• ☆ Aerospace Engineering
• ☆ Aerodynamics
• ☆ Engineering Education
• ☆ Engineering Physics
• ☆ Software Engineering
• ☆ Software Architecture
• ☆ Computer-Aided Engineering
• ☆ Engineering Thermodynamics/Thermophysical Engineering
• ☆ Systems Engineering
• ☆ Fluid Mechanics
• ☆ Computational Fluid Dynamics
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Theoretical Mechanics
• ☆ Fluid Dynamics
• ☆ Thermodynamics
• ☆ Computational Physics
• ☆ Applied Physics
• ☆ Mass Transfer
• ☆ Plasma Physics
• ☆ Engineering Design
• ☆ Python
• ☆ Matlab
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Markup Languages
• ☆ Software Development
• ☆ Software QA & Testing
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ User Research
• ☆ Quantitative User Research
• ☆ Qualitative User Research
• ☆ Meta-Research
• ☆ Feasibility Studies
• ☆ Literature Search
• ☆ Gap Analysis
• ☆ Gray Literature Search
• ☆ Technical & Scientific Writing
• ☆ Journal Selection
• ☆ Manuscript & Journal Article Writing
• ☆ Instructional Materials
• ☆ White Papers
• ☆ Case Studies
• ☆ Textbook Content Writing
• ☆ Literature Review
• ☆ Traditional/Narrative Literature Review
• ☆ Systematic Literature Review
• ☆ Scientific Proofreading & Editing
• ☆ Proofreading & Editing
• ☆ Language Translation
• ☆ Grant Writing

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, Copywriting, Creative Writing, Newswriting, Audio Transcription, General Proofreading & Editing, Translation

Research User Research, Technology Scouting, Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review

Consulting Operations Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Formulation, Recipe Development, Stability/Shelf Life Testing, Product Evaluation, Material Sourcing, Product Validation, Concept Development, Packaging Design, Prototyping, Reverse Engineering

Work Experience

Research Fellow in data-driven turbulence modeling

Melbourne Research, University of Melbourne

May 2022 - Present

PostDoc

Saint Petersburg State University

November 2017 - June 2022

Education

PhD (Dipartimento di Ingegneria Meccanica e Aerospaziale)

Sapienza University of Rome

November 2013 - November 2016

Certifications

• PhD

  Sapienza University

  November 2016 - Present

Publications

JOURNAL ARTICLE

Lorenzo Campoli, Elena Kustova, Polina Maltseva (2022). Assessment of Machine Learning Methods for State-to-State Approach in Nonequilibrium Flow Simulations . Mathematics.

Campoli, L., Kustova, E., Maltseva, P.(2022). Assessment of Machine Learning Methods for State-to-State Approach in Nonequilibrium Flow Simulations . Mathematics. 10. (6).

Campoli, L., Assonitis, A., Ciallella, M., Paciorri, R., Bonfiglioli, A., Ricchiuto, M.(2022). UnDiFi-2D: An unstructured discontinuity fitting code for 2D grids . Computer Physics Communications. 271.

(2020). Numerical Investigation of Viscous Fingering Phenomenon for Raw Field Data . Transport in Porous Media.

Bakharev, F., Campoli, L., Enin, A., Matveenko, S., Petrova, Y., Tikhomirov, S., Yakovlev, A.(2020). Numerical Investigation of Viscous Fingering Phenomenon for Raw Field Data . Transport in Porous Media. 132. (2). p. 443-464.

Campoli, L., Kunova, O., Kustova, E., Melnik, M.(2020). Models validation and code profiling in state-to-state simulations of shock heated air flows . Acta Astronautica. 175. p. 493-509.

(2019). KAPPA: Kinetic approach to physical processes in atmospheres library in C++ . Computer Physics Communications.

Campoli, L., Oblapenko, G.P., Kustova, E.V.(2019). KAPPA: Kinetic approach to physical processes in atmospheres library in C++ . Computer Physics Communications. 236. p. 244-267.

Bonfiglioli, A., Paciorri, R., Campoli, L.(2016). Unsteady shock-fitting for unstructured grids . International Journal for Numerical Methods in Fluids. 81. (4). p. 245-261.

OTHER

Campoli, L., Kustova, E., Maltseva, P.(2021). Assessment of machine learning methods for state-to-state approaches . arXiv.

Campoli, L., Assonitis, A., Ciallella, M., Paciorri, R., Bonfiglioli, A., Ricchiuto, M.(2021). UnDiFi-2D: An unstructured discontinuity fitting code for 2D grids . arXiv.

CONFERENCE PAPER

Campoli, L.(2021). Machine learning methods for state-to-state approach . AIP Conference Proceedings. 2351.

(2019). Overview and perspectives of KAPPA library . 31ST INTERNATIONAL SYMPOSIUM ON RAREFIED GAS DYNAMICS: RGD31.

Campoli, L., Oblapenko, G.P., Kustova, E.V.(2019). Overview and perspectives of KAPPA library . AIP Conference Proceedings. 2132.

Bonfiglioli, A., Paciorri, R., Campoli, L.(2015). Unstructured shock-fitting calculations of transonic turbo-machinery flows . 11th European Conference on Turbomachinery Fluid Dynamics and Thermodynamics, ETC 2015.

Bonfiglioli, A., Paciorri, R., Campoli, L.(2015). Unstructured shock-fitting calculations of transonic turbo-machinery flows . 11th European Conference on Turbomachinery Fluid Dynamics and Thermodynamics, ETC 2015.

Bonfiglioli, A., Paciorri, R., Campoli, L.(2014). An unsteady shock-fitting technique for unstructured grids . 11th World Congress on Computational Mechanics, WCCM 2014, 5th European Conference on Computational Mechanics, ECCM 2014 and 6th European Conference on Computational Fluid Dynamics, ECFD 2014. p. 4864-4872.

BOOK CHAPTER

(2017). Development of an Unsteady Shock-Fitting Technique for Unstructured Grids . 30th International Symposium on Shock Waves 2.

(2017). Shock-Fitting and Predictor-Corrector Explicit ALE Residual Distribution . Shock Wave and High Pressure Phenomena.