Juan‐Pablo Ortega
Juan‐Pablo Ortega publishes mostly in Statistical and Nonlinear Physics, Artificial Intelligence and Finance, on topics such as Model Reduction and Neural Networks, Neural Networks and Applications and Neural Networks and Reservoir Computing.
- World rank
- #1,237,257 of 1,633,909 ranked researchers
- Rank in Singapore
- #4,132 of 5,048
- Works
- 38
- Citations
- 49
- Citations per work
- 1.3
What does Juan‐Pablo Ortega research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistical and Nonlinear Physics21% of their works
- 2Artificial Intelligence18% of their works
- 3Finance11% of their works
- 4Economics and Econometrics9% of their works
- 5Mathematical Physics9% of their works
- 6Control and Systems Engineering5% of their works
Research topics
Which keywords describe Juan‐Pablo Ortega's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Model Reduction, Partial Differential Equations, Backpropagation Learning, Economic Policy Uncertainty and Lagrangian Coherent Structures.
- Option Pricing
- Neuromorphic Computing
- Differential Equations
- Quantum Chaos
- Oil Price Shocks
- Lagrangian Coherent Structures
- Backpropagation Learning
- Model Reduction
- Machine Learning
- Deep Learning
- Neural Networks
- Partial Differential Equations
- Economic Policy Uncertainty
- Neuromorphic Photonics
- Photonic Reservoir Computing
- Self-Organizing Maps
- Memristor
- Numerical Integration
- Stochastic Calculus
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 19 words, with their numbers
- Deep Learning92 topics
- Machine Learning92 topics
- Neural Networks72 topics
- Model Reduction51 topic
- Partial Differential Equations51 topic
- Backpropagation Learning41 topic
- Economic Policy Uncertainty41 topic
- Lagrangian Coherent Structures41 topic
- Neuromorphic Photonics41 topic
- Oil Price Shocks41 topic
- Photonic Reservoir Computing41 topic
- Quantum Chaos41 topic
- Self-Organizing Maps41 topic
- Differential Equations31 topic
- Memristor31 topic
- Neuromorphic Computing31 topic
- Numerical Integration31 topic
- Option Pricing31 topic
- Stochastic Calculus31 topic
Where does Juan‐Pablo Ortega work?
Juan‐Pablo Ortega's main affiliation in the publication record is Nanyang Technological University, Singapore.
How many publications and citations does Juan‐Pablo Ortega have?
Science Explorer counts 38 works and 49 citations for Juan‐Pablo Ortega, ranking #1,237,257 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.