Fabien Panloup
Fabien Panloup publishes mostly in Finance, Artificial Intelligence and Statistics and Probability, on topics such as Stochastic processes and financial applications, Stochastic processes and statistical mechanics and Diffusion and Search Dynamics.
- World rank
- #1,396,584 of 1,633,909 ranked researchers
- Rank in France
- #84,386 of 96,116
- Works
- 20
- Citations
- 20
- Citations per work
- 1.0
What does Fabien Panloup research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Finance25% of their works
- 2Artificial Intelligence10% of their works
- 3Statistics and Probability10% of their works
- 4Computational Mechanics10% of their works
- 5Mathematical Physics10% of their works
- 6Computer Networks and Communications5% of their works
Research topics
- Stochastic processes and financial applications
- Stochastic processes and statistical mechanics
- Diffusion and Search Dynamics
- Machine Learning and Algorithms
- Stochastic Gradient Optimization Techniques
- Optimization and Search Problems
- Fluid Dynamics and Turbulent Flows
- Sparse and Compressive Sensing Techniques
Which keywords describe Fabien Panloup's research?
The keywords of their largest research topics: Option Pricing, Stochastic Calculus, Convex Optimization, Deep Learning, Interacting Particle Systems, Scaling Limits, Active Learning and Compressed Sensing.
- Vortex Dynamics
- Stochastic Gradient Descent
- Random Projections
- Online Algorithms
- Machine Learning
- Compressed Sensing
- Scaling Limits
- Deep Learning
- Stochastic Calculus
- Option Pricing
- Convex Optimization
- Interacting Particle Systems
- Active Learning
- Facilitated Diffusion
- Mobile Robots
- Protein-DNA Interaction
- Sparse Representation
- Turbulent Flows
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 18 words, with their numbers
- Option Pricing51 topic
- Stochastic Calculus51 topic
- Convex Optimization22 topics
- Deep Learning22 topics
- Interacting Particle Systems21 topic
- Scaling Limits21 topic
- Active Learning11 topic
- Compressed Sensing11 topic
- Facilitated Diffusion11 topic
- Machine Learning11 topic
- Mobile Robots11 topic
- Online Algorithms11 topic
- Protein-DNA Interaction11 topic
- Random Projections11 topic
- Sparse Representation11 topic
- Stochastic Gradient Descent11 topic
- Turbulent Flows11 topic
- Vortex Dynamics11 topic
Where does Fabien Panloup work?
Fabien Panloup's main affiliation in the publication record is Laboratoire Angevin de Recherche en Mathématiques, France.
How many publications and citations does Fabien Panloup have?
Science Explorer counts 20 works and 20 citations for Fabien Panloup, ranking #1,396,584 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.