Somdatta Goswami
Somdatta Goswami publishes mostly in Artificial Intelligence, Statistical and Nonlinear Physics and Computational Mechanics, on topics such as Model Reduction and Neural Networks, Computational Physics and Python Applications and Gaussian Processes and Bayesian Inference.
- World rank
- #138,073 of 1,633,909 ranked researchers
- Rank in Germany
- #8,600 of 86,443
- Works
- 22
- Citations
- 450
- Citations per work
- 20.5
What does Somdatta Goswami research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence23% of their works
- 2Statistical and Nonlinear Physics16% of their works
- 3Computational Mechanics14% of their works
- 4Mechanics of Materials9% of their works
- 5Computational Theory and Mathematics7% of their works
- 6Numerical Analysis5% of their works
Research topics
- Model Reduction and Neural Networks
- Computational Physics and Python Applications
- Gaussian Processes and Bayesian Inference
- Numerical methods in engineering
- Neural Networks and Applications
- Advanced Multi-Objective Optimization Algorithms
- Numerical methods for differential equations
- Probabilistic and Robust Engineering Design
Which keywords describe Somdatta Goswami's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Model Reduction, Partial Differential Equations, Fracture, Gaussian Processes, Meshless Methods and Python.
- Uncertainty Quantification
- Self-Organizing Maps
- Neural Networks
- Evolutionary Algorithms
- Variational Inference
- Python
- Gaussian Processes
- Partial Differential Equations
- Deep Learning
- Machine Learning
- Model Reduction
- Fracture
- Meshless Methods
- Scientific Computing
- Differential Equations
- Multiobjective Optimization
- Numerical Integration
- Sensitivity Analysis
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
- Machine Learning133 topics
- Deep Learning123 topics
- Model Reduction71 topic
- Partial Differential Equations71 topic
- Fracture31 topic
- Gaussian Processes31 topic
- Meshless Methods31 topic
- Python31 topic
- Scientific Computing31 topic
- Variational Inference31 topic
- Differential Equations21 topic
- Evolutionary Algorithms21 topic
- Multiobjective Optimization21 topic
- Neural Networks21 topic
- Numerical Integration21 topic
- Self-Organizing Maps21 topic
- Sensitivity Analysis21 topic
- Uncertainty Quantification21 topic
Where does Somdatta Goswami work?
Somdatta Goswami's main affiliation in the publication record is Bauhaus-Universität Weimar, Germany.
How many publications and citations does Somdatta Goswami have?
Science Explorer counts 22 works and 450 citations for Somdatta Goswami, ranking #138,073 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.